Items where Subject is "Machine learning"

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Number of items at this level: 563.

Article

Pham, Minh-Khoi ORCID: 0000-0003-3211-9076, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126, Ebiele, Malick, Brennan, Rob ORCID: 0000-0001-8236-362X, Ward, Marie E. ORCID: 0000-0002-6638-8461, Geary, Una, McDonald, Nick and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2024) Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models. MDPI Diagnostics, 14 (21). pp. 1-19. ISSN 2075-4418

Iddrisu, Khadija ORCID: 0009-0004-0008-5697, Shariff, Waseem ORCID: 0000-0001-7298-9389, Corcoran, Peter ORCID: 0000-0003-1670-4793, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Lemley, Joe ORCID: 0000-0002-0595-2313 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2024) Event Camera-Based Eye Motion Analysis: A Survey. IEEE Access, 12 . 136783 -136804. ISSN 2169-3536

Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Arazo, Eric, Moreu, Enric ORCID: 0000-0002-0555-3013, Curran, Kathleen M. ORCID: 0000-0003-0095-9337, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2024) Synthetic Balancing of Cardiac MRI Datasets. Annual Conference on Medical Image Understanding and Analysis, 14860 . pp. 353-365.

Chivileva, Iya, Lynch, Philip, Ward, Tomás ORCID: 0000-0002-6173-6607 and Smeaton, Alan ORCID: 0000-0003-1028-8389 (2024) A Dataset of Text Prompts, Videos and Video Quality Metrics from Generative Text-to-Video AI Models. Data In Brief, 54 . p. 110514. ISSN 2352-3409

Antonini, Valerio ORCID: 0009-0004-2607-9623, Scriney, Michael ORCID: 0000-0001-6813-2630, Mileo, Alessandra ORCID: 0000-0002-6614-6462 and Roantree, Mark ORCID: 0000-0002-1329-2570 (2024) A Framework for Spatio-Temporal Graph Analytics In Field Sports. The 26th International Conference on Big Data Analytics and Knowledge Discovery (DAWAK 2024) . pp. 1-11.

Yan, Sen ORCID: 0000-0002-6860-3962, Fang, Hongyuan, Li, Ji ORCID: 0000-0001-7910-8011, Ward, Tomás E. ORCID: 0000-0002-6173-6607, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2023) Privacy-aware energy consumption modeling of connected battery electric vehicles using federated learning. IEEE Transactions on Transportation Electrification . ISSN 2332-7782

Hsu, Hsiao-Ping ORCID: 0000-0002-3943-2690 (2023) Can Generative Artificial Intelligence Write an Academic Journal Article? Opportunities, Challenges, and Implications. The Irish Journal of Technology Enhanced Learning, 7 (2). pp. 158-171. ISSN 2009-972X

Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Curran, Kathleen, O'Connor, Noel ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Cardiac Magnetic Resonance Phase Detection Using Neural Networks. 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS) . ISSN 979-8-3503-6021-9

Barry, Liam ORCID: 0000-0001-8366-4790, Balogun, Muyiwa and Derevyanko, Stanislav (2023) Dual-polarization Hermite-Gaussian-based NFDM transmission system. IEEE Access, 11 . 125692 -125697. ISSN 2169-3536

Nguyen, An Pham Ngoc, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-9366-5113 (2023) Volatility and returns connectedness in cryptocurrency markets: insights from graph-based methods. Physica A: Statistical Mechanics and its Applications, 632 . ISSN 0378-4371

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2023) Students’ learning behaviour in programming education analysis: insights from entropy and community detection. Entropy, 25 (8). pp. 1225-1247. ISSN 1099-4300

Lankford, Seamus, Afli, Haithem ORCID: 0000-0002-7449-4707 and Way, Andy ORCID: 0000-0001-5736-5930 (2023) adaptNMT: an open-source, language-agnostic development environment for neural machine translation. Language Resources and Evaluation, 57 . pp. 1671-1696. ISSN 1574-020X

Callan, Dominic ORCID: 0000-0002-9163-1777, Foster, Jennifer ORCID: 0000-0002-7789-4853 and . (2023) How interesting and coherent are the stories generated by a large-scale neural language model? Comparing human and automatic evaluations of machine-generated text. Expert Systems, 40 (6). ISSN 0266-4720

Hehir, Colin and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Calculating the matrix profile from noisy data. PLoS One, 18 (6). ISSN 1932-6203

Butler, Conall ORCID: 0009-0006-7703-2758 and Crane, Martin ORCID: 0000-0001-7598-3126 (2023) Blockchain transaction fee forecasting: a comparison of machine learning methods. Mathematics, 11 . ISSN 2227-7390

Gutowska, Małgorzata ORCID: 0000-0002-1724-4912, Little, Suzanne ORCID: 0000-0003-3281-3471 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2023) Constructing a meta-learner for unsupervised anomaly detection. IEEE Access, 11 . pp. 45815-45825. ISSN 2169-3536

Costello, Eamon ORCID: 0000-0002-2775-6006 (2023) ChatGPT and the educational AI chatter: full of bullshit or trying to tell ss something? Postdigital Science and Education . ISSN 2524-4868

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Dorosti, Shadi, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Caputo, Annalina ORCID: 0000-0002-7144-8545, Babaee Tirkolaee, Erfan ORCID: 0000-0003-1664-9210, Samar Ali, Sadia, Arshadi, Zahra and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Breast tumor localization and segmentation using machine learning techniques: overview of datasets, findings, and methods. Computers in Biology and Medicine, 152 . ISSN 0010-4825

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Caputo, Annalina ORCID: 0000-0002-7144-8545, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Babaee Tirkolaee, Erfan ORCID: 0000-0003-1664-9210 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Brain tumor segmentation of MRI images: a comprehensive review on the application of artificial intelligence tools. Computers in Biology and Medicine, 152 . ISSN 0010-4825

Nguyen, Hoa, Zhu, Shaoshu and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) A Survey on graph neural networks for microservice-based cloud applications. Sensors, 22 (23). ISSN 1424-8220

Nguyen, An Pham Ngoc, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2022) The cryptocurrency market in transition before and after COVID-19: an opportunity for investors? Entropy, 24 (9). pp. 1-28. ISSN 1099-4300

Verma, Kanishk ORCID: 0000-0001-7172-4098, Popović, Maja ORCID: 0000-0001-8234-8745, Poulis, Alexandros, Cherkasova, Yelena, Ó hÓbáin, Cathal, Mazzone, Angela ORCID: 0000-0002-5858-8033, Milosevic, Tijana ORCID: 0000-0003-1502-7479 and Davis, Brian ORCID: 0000-0002-5759-2655 (2022) Leveraging machine translation for cross-lingual fine-grained cyberbullying classification amongst pre-adolescents. Natural Language Engineering, 29 (6). ISSN 1351-3249

Wu, Hongde ORCID: 0000-0002-2038-1002, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Bruton, Jennifer ORCID: 0000-0001-5788-7579, Hall, Amy ORCID: 0000-0002-3461-2385 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) Real-time anomaly detection for an ADMM-based optimal transmission frequency management system for IoT devices. Sensors, 22 (16). ISSN 1424-8220

Barboza, Matheus Félix Xavier ORCID: 0000-0003-0912-7705, Monteiro, Kayo Henrique de Carvalho ORCID: 0000-0002-7153-9906, Rodrigues, Iago Richard ORCID: 0000-0002-8242-9059, Santos, Guto Leoni ORCID: 0000-0002-0257-4214, Monteiro, Wuelton Marcelo ORCID: 0000-0002-0848-1940, Figueira, Elder Augusto Guimaraes ORCID: 0000-0001-5512-3786, Sampaio, Vanderson de Souza ORCID: 0000-0001-7307-8851, Lynn, Theo ORCID: 0000-0001-9284-7580 and Endo, Patricia Takako ORCID: 0000-0002-9163-5583 (2022) Prediction of malaria using deep learning models: a case study on city clusters in the state of Amazonas, Brazil, from 2003 to 2018. Revista da Sociedade Brasileira de Medicina Tropical, 55 . ISSN 0037-8682

Rhodes, Victoria ORCID: 0000-0002-6638-5981, Maguire, Maureen, Shetty, Meghana, McAloon, Conor ORCID: 0000-0002-4984-4031 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Periodicity intensity of the 24 h Circadian Rhythm in newborn calves show indicators of herd welfare. Sensors, 22 (15). ISSN 1424-8220

Bowe, Andrea K. ORCID: 0000-0002-1874-234X, Lightbody, Gordon ORCID: 0000-0002-8155-0826, Staines, Anthony ORCID: 0000-0001-9161-1357 and Murray, Deirdre M. ORCID: 0000-0002-2201-9912 (2022) Big data, machine learning, and population health: predicting cognitive outcomes in childhood. Pediatric Research, 93 . pp. 300-307. ISSN 0031-3998

Mohanty, Anwesha ORCID: 0000-0002-9975-8705, Sutherland, Alistair, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Javidnia, Hossein ORCID: 0000-0002-5640-4798 (2022) Skin disease analysis with limited data in particular Rosacea: a review and recommended framework. IEEE Access, 10 . pp. 39045-39068. ISSN 2169-3536

Doğu, Merve Nur ORCID: 0000-0003-1843-6040, McCarthy, Éanna, McCann, Ronán ORCID: 0000-0002-2071-0785, Mahato, Vivek, Caputo, Annalina ORCID: 0000-0002-7144-8545, Bambach, Markus, Ahad, Inam Ul ORCID: 0000-0002-3802-6156 and Brabazon, Dermot ORCID: 0000-0003-3214-6381 (2022) Digitisation of metal AM for part microstructure and property control. International Journal of Material Forming, 15 . ISSN 1960-6206

Baseri Saadi, Soroush, Tataei Sarshar, Nazanin ORCID: 0000-0002-3374-6859, Sadeghi, Soroush, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Forooshani, Mersedeh Kooshki and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Investigation of effectiveness of shuffled frog-leaping optimizer in training a convolution neural network. Journal of Healthcare Engineering, 2022 . ISSN 2040-2295

Wang, Zhengwei ORCID: 0000-0001-7706-553X, O'Dwyer, Kevin ORCID: 0000-0001-7405-9679, Muddiman, Ryan ORCID: 0000-0001-9369-749X, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Camp Jr., Charles H. ORCID: 0000-0002-5805-1842 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2022) VECTOR: Very deep convolutional autoencoders for non-resonant background removal in broadband coherent anti-Stokes Raman scattering. Journal of Raman Spectroscopy, 53 (6). pp. 1081-1093. ISSN 0377-0486

Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Simpson, André J., Cao, Chunjie, Little, Suzanne ORCID: 0000-0003-3281-3471 and Wu, Bing ORCID: 0000-0002-2739-5124 (2022) Coastal fisheries resource monitoring through a deep learning-based underwater video analysis. Estuarine, Coastal and Shelf Science, 269 . ISSN 0272-7714

Kumar, Satish, Sharma, Dipasha, Rao, Sandeep ORCID: 0000-0001-7752-4492, Weng Marc, Lim and Mangla, Sachin (2022) Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research. Annals of Operations Research . ISSN 0254-5330

Ribeiro, Andrea Maria N. C. ORCID: 0000-0002-6697-5412, Carmo, Pedro Rafael X. do ORCID: 0000-0002-7952-3239, Endo, Patricia Takako ORCID: 0000-0002-9163-5583, Rosati, Pierangelo ORCID: 0000-0002-6070-0426 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2022) Short- and very short-term firm-level load forecasting for warehouses: a comparison of machine learning and deep learning models. Energies, 15 (3). ISSN 1996-1073

Rogério da Silva Neto, Sebastião ORCID: 0000-0001-8109-697X, Oliveira, Thomás Tabosa ORCID: 0000-0001-8224-5922, Teixeira, Igor Vitor, Aguiar de Oliveira, Samuel Benjamin ORCID: 0000-0002-4821-8100, Sampaio, Vanderson Souza ORCID: 0000-0001-7307-8851, Lynn, Theo ORCID: 0000-0001-9284-7580 and Endo, Patricia Takako ORCID: 0000-0002-9163-5583 (2022) Machine learning and deep learning techniques to support clinical diagnosis of arboviral diseases: asystematic review. PLOS Neglected Tropical Diseases, 16 (1). ISSN 1935-2735

Kiziltepe, Rukiye Savran, Sweeney, Lorin ORCID: 0000-0002-3427-1250, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Doctor, Faiyaz ORCID: 0000-0002-8412-5489, García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Demarty, Claire-Hélène, Healy, Graham ORCID: 0000-0001-6429-6339, Ionescu, Bogdan and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) An annotated video dataset for computing video memorability. Data In Brief, 39 . ISSN 2352-3409

McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656, Vining, Rebecca ORCID: 0000-0002-2715-8129, Doyle, Brian ORCID: 0000-0002-9106-9526, Liang, Junli, Ward, Marie E. ORCID: 0000-0002-6638-8461, Ulfvengren, Pernilla ORCID: 0000-0002-9709-540X, Geary, Una, Guilfoyle, John, Shuhaiber, Arwa, Hernandez, Julio ORCID: 0000-0003-1347-9631, Fogarty, Mary, Healy, Una, Tallon, Christopher and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) Evaluation of an Access-Risk-Knowledge (ARK) Platform for Governance of Risk and Change in Complex Socio-Technical systems. International Journal of Environmental Research and Public Health, 18 (23). ISSN 1660-4601

Prakash, Satya ORCID: 0000-0003-3977-4858, Berry, Donagh P., Roantree, Mark ORCID: 0000-0002-1329-2570, Onibonoje, Oluwadurotimi ORCID: 0000-0002-6607-8623, Gualano, Leonardo, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) Using artificial intelligence to automate meat cut Identification from the semimembranosus muscle on beef boning lines. Journal of Animal Science, 99 (12). ISSN 0021-8812

Gu, Yingqi ORCID: 0000-0001-5807-6102, Zalkikar, Akshay, Liu, Mingming ORCID: 0000-0002-8988-2104, Kelly, Lara, Hall, Amy ORCID: 0000-0002-3461-2385, Daly, Kieran and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Predicting medication adherence using ensemble learning and deep learning models with large scale healthcare data. Scientific Reports, 11 . ISSN 2045-2322

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2021) Learning behaviours data in programming education: community analysis and outcome prediction with cleaned data. Future Generation Computer Systems, 127 . pp. 42-55. ISSN 0167-739X

Bendechache, Malika ORCID: 0000-0003-0069-1860, Lohar, Pintu ORCID: 0000-0002-5328-1585, Xie, Guodong ORCID: 0000-0003-0037-8495, Brennan, Rob ORCID: 0000-0001-8236-362X, Trestian, Ramona ORCID: 0000-0003-3315-3081, Celeste, Edoardo ORCID: 0000-0003-1984-4142, Kapanova, Kristina, Jayasekera, Evgeniia and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Public attitudes towards privacy in COVID-19 times in the Republic of Ireland: a pilot study. Information Security Journal, 30 (5). pp. 281-293. ISSN 1939-3555

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark ORCID: 0000-0002-1329-2570, Cappellari, Paolo, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) A methodology for validating diversity in synthetic time series generation. MethodsX . ISSN 2215-0161

Biswas, Baidyanath ORCID: 0000-0002-0609-3530, Mukhopadhyay, Arunabha ORCID: 0000-0003-1455-5587, Bhattacharjee, Sudip ORCID: 0000-0002-1887-721X, Kumar, Ajay and Delen, Dursun ORCID: 0000-0001-8857-5148 (2021) A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums. Decision Support Systems, 152 . ISSN 0167-9236

Cartwright, Eoin, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. (2021) Financial time series: market analysis techniques based on matrix profiles. Engineering Proceedings, 5 (1). pp. 1-17. ISSN 2673-4591

Barton, Sinead ORCID: 0000-0003-4915-7335, Alakkari, Salaheddin, O'Dwyer, Kevin ORCID: 0000-0001-7405-9679, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2021) Convolution network with custom loss function for the denoising of low SNR Raman spectra. Sensors, 21 (14). ISSN 1424-8220

Brady, Aidan J. ORCID: 0000-0002-9427-5771, Scriney, Michael ORCID: 0000-0001-6813-2630, Moyna, Niall ORCID: 0000-0003-1061-8528 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) Identification of movement categories and associated velocity thresholds for elite Gaelic football and hurling referees. International Journal of Performance Analysis in Sport, 21 (5). pp. 741-753. ISSN 2474-8668

Aghamohammadi, Amirhossein, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Naiemi, Fatemeh, Mogharrebi, Marzieh, Dorosti, Shadi and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) TPCNN: Two-path convolutional neural network for tumor and liver segmentation in CT images using a novel encoding approach. Expert Systems with Applications, 183 . pp. 115-406. ISSN 0957-4174

Murn, Luka ORCID: 0000-0001-9041-647X, Blasi, Saverio, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Mrak, Marta (2021) Improved CNN-based Learning of interpolation filters for low-complexity Inter prediction in video coding. IEEE Open Journal of Signal Processing, 2 . pp. 453-465. ISSN 2644-1322

Lombaerde, Philippe De ORCID: 0000-0002-6546-6771, Naeher, Dominik ORCID: 0000-0002-7535-6891 and Saber, Takfarinas ORCID: 0000-0003-2958-7979 (2021) Regional integration clusters and optimum customs Unions: a machine-learning approach. Journal of Economic Integration, 36 (2). pp. 262-281. ISSN 1225-651X

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Bagherian Kasgari, Abbas ORCID: 0000-0003-1630-5207, Jafarzadeh Ghoushchi, Saeid, Anari, Shokofeh, Naseri, Maryam and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images. Scientific Reports, 11 . ISSN 2045-2322

McCann, Ronán ORCID: 0000-0002-2071-0785, Ahmed Obeidi, Muhannad ORCID: 0000-0003-2733-3828, Hughes, Cian ORCID: 0000-0002-4863-733X, McCarthy, Éanna, Egan, Darragh ORCID: 0000-0003-2786-7379, Vijayaraghavan, Rajani K. ORCID: 0000-0003-1096-448X, Joshi, Ajey ORCID: 0000-0003-3120-886X, Acinas Garzon, Victor, Dowling, Denis P. ORCID: 0000-0001-7853-2478, McNally, Patrick J. ORCID: 0000-0003-2798-5121 and Brabazon, Dermot ORCID: 0000-0003-3214-6381 (2021) In-situ sensing, process monitoring and machine control in Laser Powder Bed Fusion: a review. Additive Manufacturing, 45 . ISSN 2214-8604

Lankford, Séamus (2021) Open-source neural architecture search with ensemble and pre-trained networks. International Journal of Modeling and Optimization, 11 (2). pp. 33-41. ISSN 2010-3697

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Bendechache, Malika ORCID: 0000-0003-0069-1860, Amirabadi, Amir, Ab Rahman, Mohd Nizam ORCID: 0000-0002-7053-4396, Baseri Saadi, Soroush, Aghamohammadi, Amirhossein and Forooshani, Mersedeh Kooshki (2021) Lung infection segmentation for COVID-19 pneumonia based on a cascade convolutional network from CT images. BioMed Research International, 2021 . ISSN 2314-6133

da Silva Barros, Maicon Herverton Lino Ferreira ORCID: 0000-0002-0275-3298, Alves, Geovanne Oliveira ORCID: 0000-0002-2084-5516, Souza, Lubnnia Morais Florêncio ORCID: 0000-0002-2188-6272, da Silva Rocha, Elisson ORCID: 0000-0002-7742-2995, Oliveira, João Fausto Lorenzato de ORCID: 0000-0002-1150-4904, Lynn, Theo ORCID: 0000-0001-9284-7580, Sampaio, Vanderson ORCID: 0000-0001-7307-8851 and Takako Endo, Patricia ORCID: 0000-0002-9163-5583 (2021) Benchmarking machine learning models to assist in the prognosis of tuberculosis. Informatics, 8 (2). ISSN 2227-9709

Horta, Vitor A.C., Tiddi, Ilaria ORCID: 0000-0001-7116-9338, Little, Suzanne ORCID: 0000-0003-3281-3471 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) Extracting knowledge from deep neural networks through graph analysis. Future Generation Computer Systems, 120 . pp. 109-118. ISSN 0167-739X

Conway, Maura ORCID: 0000-0003-4216-8592, Khawaja, Moign ORCID: 0000-0002-4198-4224, Lakhani, Suraj ORCID: 0000-0002-3077-4133 and Reffin, Jeremy ORCID: 0000-0002-0080-3685 (2021) A snapshot of the Syrian jihadi online ecology: differential disruption, community strength, and preferred other platforms. Studies in Conflict & Terrorism . ISSN 1057-610X

Blanch, Marc, Blasi, Saverio, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Mrak, Marta (2020) Attention-based neural networks for chroma intra prediction in video coding. IEEE Journal on Selected Topics in Signal Processing . ISSN 1932-4553

Ali, Wasim A. ORCID: 0000-0002-4602-461X, Manasa, K.N., Bendechache, Malika ORCID: 0000-0003-0069-1860, Fadhel Aljunaid, Mohammed ORCID: 0000-0001-9099-3664 and Sandhya, P. (2020) A Review of current machine learning approaches for anomaly detection in network traffic. Journal of Telecommunications and the Digital Economy, 8 (4). pp. 64-95. ISSN 2203-1693

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Rugonyi, Sandra, Wilson, Teresa, Nuttall, Alfred and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Few-shot hypercolumn-based mitochondria segmentation in cardiac and outer hair cells in focused ion beam-scanning electron microscopy (FIB-SEM) data. Pattern Recognition Letters, 128 (1). pp. 521-528. ISSN 0167-8655

Le-Khac, Phúc H. ORCID: 0000-0002-0504-5844, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) Contrastive representation learning: a framework and review. IEEE Access, 8 . pp. 1-28. ISSN 2169-3536

Nie, Dongyun ORCID: 0000-0003-3109-5762, Cappellari, Paolo and Roantree, Mark ORCID: 0000-0002-1329-2570 (2020) A methodology for classification and validation of customer datasets. Journal of Business & Industrial Marketing, 36 (5). pp. 821-833. ISSN 0885-8624

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2020) Recognition and repetition counting for local muscular endurance exercises in exercise-based rehabilitation: a comparative study using artificial Intelligence models. Sensor-Based Systems for Kinematics and Kinetics, 20 (17). ISSN 1424-8220

Breen, Michael ORCID: 0000-0002-5857-9938, McMenamin, Iain ORCID: 0000-0002-1704-390X, Courtney, Michael and McNulty, Gemma ORCID: 0000-0002-6909-6958 (2020) Daily judgement: political news and financial markets. New Political Economy, 26 (4). pp. 606-630. ISSN 1356-3467

Way, Andy ORCID: 0000-0001-5736-5930, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Xie, Guodong ORCID: 0000-0002-5328-1585, Gaspari, Federico ORCID: 0000-0003-3808-8418, Popović, Maja ORCID: 0000-0001-8234-8745 and Poncelas, Alberto ORCID: 0000-0002-5089-1687 (2020) Rapid development of competitive translation engines for access to multilingual COVID-19 information. Informatics . ISSN 2227-9709

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Artificial intelligence in nuclear warfare: a perfect storm of instability? The Washington Quarterly, 43 (2). pp. 197-211. ISSN 0163-660X

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Delegating strategic decision-making to machines: Dr. Strangelove redux? Journal of Strategic Studies, 45 (3). pp. 439-477. ISSN 0140-2390

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Artificial intelligence: drone swarming and escalation risks in future warfare. RUSI Journal, 165 (2). pp. 26-36. ISSN 0307-1847

Wang, Zhengwei ORCID: 0000-0001-7706-553X, She, Qi, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Healy, Graham ORCID: 0000-0001-6429-6339 (2020) Synthetic-Neuroscore: using a neuro-AI interface for evaluating generative adversarial networks. Neurocomputing, 405 . pp. 26-36. ISSN 0925-2312

Johnson, James ORCID: 0000-0002-5203-8583 (2020) Artificial intelligence: a threat to strategic stability. Strategic Studies Quarterly, 14 (1). pp. 16-39. ISSN 1936-1815

Courtney, Michael, Breen, Michael ORCID: 0000-0002-5857-9938, McMenamin, Iain ORCID: 0000-0002-1704-390X and McNulty, Gemma ORCID: 0000-0002-6909-6958 (2020) Automatic Translation, Context, and Supervised Learning in Comparative Politics. Journal of Information Technology and Politics . ISSN 1933-1681

Sobczak, Szymon ORCID: 0000-0001-8234-2503, Kapela, Rafal ORCID: 0000-0002-0624-7608, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Swietlicka, Aleksandra, Pazderski, Daniel ORCID: 0000-0002-8732-7350 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) Restricted Boltzmann machine as an aggregation technique for binary descriptors. The Visual Computer, 37 . pp. 423-432. ISSN 0178-2789

Johnson, James ORCID: 0000-0002-5203-8583 (2019) The AI-cyber nexus: implications for military escalation, deterrence, & strategic stability. Journal of Cyber Policy, 4 (3). pp. 442-460. ISSN 2373-8871

Azodi, Christina B. ORCID: 0000-0002-6097-606X, McCarren, Andrew ORCID: 0000-0002-7297-0984, Roantree, Mark ORCID: 0000-0002-1329-2570, Gustavo, de los Campos ORCID: 0000-0001-5692-7129 and Shiu, Shin-Han ORCID: 0000-0001-6470-235X (2019) Benchmarking algorithms for genomic prediction of complex traits. G3: Genes, Genomes, Genetics, 9 (11). pp. 3691-3702. ISSN 2160-1836

Johnson, James ORCID: 0000-0002-5203-8583 (2019) The end of military-techno Pax Americana? Washington’s strategic responses to Chinese AI-enabled military technology. Pacific Review, 34 (3). pp. 351-378. ISSN 0951-2748

Rossiello, Gaetano, Caputo, Annalina ORCID: 0000-0002-7144-8545, Basile, Pierpaolo ORCID: 0000-0002-0545-1105 and Semeraro, Giovanni ORCID: 0000-0001-6883-1853 (2019) Modeling concepts and their relationships for corpus-based query auto-completion. Open Computer Science, 9 . p. 212. ISSN 2299-1093

Belton, Sarahjane ORCID: 0000-0001-9672-6276, McCarren, Andrew ORCID: 0000-0002-7297-0984, McGrane, Bronagh ORCID: 0000-0001-6891-7729, Powell, Danielle and Issartel, Johann ORCID: 0000-0003-1016-1409 (2019) The Youth-Physical Activity Towards Health (Y-PATH) intervention: results of a 24 month cluster randomised controlled trial. PLoS One . ISSN 1932-6203

Bin-Hezam, Reem and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) A machine learning approach towards detecting dementia based on its modifiable risk factors. International Journal of Advanced Computer Science and Applications, 10 (8). ISSN 2158-107X

Almasoud, Marwa and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Detection of chronic kidney disease using machine learning algorithms with least number of predictors. International Journal of Soft Computing and Its Applications, 10 (8). ISSN 2074-8523

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Use of neural signals to evaluate the quality of generative adversarial network performance in facial image generation. Cognitive Computation, 12 (1). pp. 13-24. ISSN 1866-9964

Johnson, James ORCID: 0000-0002-5203-8583 (2019) Artificial intelligence and future warfare: implications for international security. Defense & Security Analysis, 35 (2). pp. 147-169. ISSN 1475-1798

Bendechache, Malika ORCID: 0000-0003-0069-1860, Tari, A-Kamel and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2019) Parallel and distributed clustering framework for big spatial data mining. International Journal of Parallel, Emergent and Distributed Systems, 34 (6). pp. 671-689. ISSN 1744-5760

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation. Brain-Computer Interfaces, 6 (4). pp. 132-145. ISSN 2326-263X

Tavakolian, Niloofar, Nazemi, Azadeh ORCID: 0000-0002-1138-309X and Murray, Iain (2018) Face recognition under occlusion for user authentication and invigilation in remotely distributed online assessments. International Journal of Intelligent Defence Support Systems, 5 (4). pp. 277-297. ISSN 1755-1587

Vance Paredes, Yancy ORCID: 0000-0002-8039-7970, Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Learning by reviewing paper-based programming assessments. 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, 11082 . pp. 510-523.

Conway, Maura ORCID: 0000-0003-4216-8592, Khawaja, Moign ORCID: 0000-0002-4198-4224, Lakhani, Suraj ORCID: 0000-0002-3077-4133, Reffin, Jeremy ORCID: 0000-0002-0080-3685, Robertson, Andrew and Weir, David (2018) Disrupting Daesh: measuring takedown of online terrorist material and it's impacts. Studies in Conflict & Terrorism, 42 (1-2). pp. 141-160. ISSN 1057-610X

Assens, Marc, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Scanpath and saliency prediction on 360 degree images. Signal Processing: Image Communication, 69 . pp. 8-14. ISSN 0923-5965

Toral, Antonio ORCID: 0000-0003-2357-2960, Wieling, Martijn ORCID: 0000-0003-0434-1526 and Way, Andy ORCID: 0000-0001-5736-5930 (2018) Post-editing effort of a novel with statistical and neural machine translation. Frontiers in Digital Humanities, 5 . ISSN 2297-2668

Giakoumidis, Ilias, Tsokanos, Athanasios, Ghanbarisabagh, Mohammad, Mhatli, Sofien and Barry, Liam P. ORCID: 0000-0001-8366-4790 (2018) Unsupervised support vector machines for nonlinear blind equalization in CO-OFDM. Photonics Technology Letters (PTL), 30 (12). pp. 1091-1094. ISSN 1041-1135

Giacoumidis, Elias ORCID: 0000-0002-1161-7837, Matin, Amir, Wei, Jinlong, Doran, Nick J., Barry, Liam P. ORCID: 0000-0001-8366-4790 and Wang, Xu (2017) Blind nonlinearity equalization by machine learning based clustering for single- and multi-channel coherent optical OFDM. Journal of Lightwave Technology, 36 (3). pp. 721-727. ISSN 0733-8724

Ó Brolcháin, Fiachra ORCID: 0000-0001-5290-8772, Jacquemard, Tim, Monaghan, David ORCID: 0000-0002-5169-9902, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Novitzky, Peter and Gordijn, Bert (2016) The convergence of virtual reality and social networks: threats to privacy and autonomy. Science and Engineering Ethics, 22 (2). pp. 1-29. ISSN 1471-5546

Mohedano, Eva, Healy, Graham ORCID: 0000-0001-6429-6339, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Improving object segmentation by using EEG signals and rapid serial visual presentation. Multimedia Tools and Applications, 74 (22). pp. 10137-10159. ISSN 1573-7721

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew ORCID: 0000-0002-7826-2209, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2015) An interactive segmentation tool for quantifying fat in lumbar muscles using axial lumbar-spine MRI. IRBM, 37 (1). pp. 11-22. ISSN 1959-0318

Sîrbu, Alina, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. (2015) Data integration for microarrays: enhanced inference for gene regulatory networks. Microarrays, 4 (2). pp. 255-269. ISSN 2076-3905

Bicici, Ergun (2015) QuEst for high quality machine translation. The Prague Bulletin of Mathematical Linguistics, 103 (1). pp. 43-64. ISSN 1804-0462

Zhang, Dian ORCID: 0000-0001-5659-5865, Sullivan, Timothy ORCID: 0000-0002-1093-0602, Briciu Burghina, Ciprian Constantin ORCID: 0000-0001-8682-9116, Murphy, Kevin ORCID: 0000-0003-2446-4064, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Regan, Fiona ORCID: 0000-0002-8273-9970 (2014) Detection and classification of anomalous events in water quality datasets within a smart city-smart bay project. International Journal on Advances in Intelligent Systems, 7 (1&2). pp. 167-178. ISSN 1942-2679

Bicici, Ergun, Groves, Declan and van Genabith, Josef ORCID: 0000-0003-1322-7944 (2013) Predicting sentence translation quality using extrinsic and language independent features. Machine Translation, 27 (3-4). pp. 171-192. ISSN 0922-6567

Mitchell, Edmond, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2013) Classification of sporting activities using smartphone accelerometers. Sensors, 13 (4). pp. 5317-5337. ISSN 1424-8220

Aly, Robin, Doherty, Aiden R. ORCID: 0000-0003-1840-0451, Hiemstra, Djoerd, de Jong, Franciska and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) The uncertain representation ranking framework for concept-based video retrieval. Information Retrieval, 15 . pp. 1-27. ISSN 1386-4564

O'Connor, Edel, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Regan, Fiona ORCID: 0000-0002-8273-9970 (2012) A neural network approach to smarter sensor networks for water quality monitoring. Sensors 2012, 12 (4). pp. 4605-4632. ISSN 1424-8220

Essid, Slim, Lin, Xinyu, Gowing, Marc, Kordelas, Georgios, Aksay, Anil, Kelly, Philip, Fillon, Thomas, Zhang, Qianni, Dielmann, Alfred, Kitanovski, Vlado, Tournemenne, Robin, Masurelle, Aymeric, Izquierdo, Ebroul ORCID: 0000-0002-7142-3970, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Daras, Petros ORCID: 0000-0003-3814-6710 and Richard, Gaël (2012) A multi-modal dance corpus for research into interaction between humans in virtual environments. Journal on Multimodal User Interfaces, 7 (1-2). pp. 157-170. ISSN 1783-7677

May, Gregory, Doherty, Aiden R. ORCID: 0000-0003-1840-0451, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Warrington, Giles (2010) Correlating multimodal physical sensor information with biological analysis in ultra endurance cycling. Sensors, 10 (8). pp. 7216-7235. ISSN 1424-8220

Byrne, Daragh ORCID: 0000-0002-2040-9765, Doherty, Aiden R. ORCID: 0000-0003-4395-7702, Snoek, Cees G.M., Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2009) Everyday concept detection in visual lifelogs: validation, relationships and trends. Multimedia Tools and Applications, 49 (1). pp. 119-144. ISSN 1573-7721

Wagner, Joachim ORCID: 0000-0002-8290-3849, Foster, Jennifer ORCID: 0000-0002-7789-4853 and van Genabith, Josef ORCID: 0000-0003-1322-7944 (2009) Judging grammaticality: experiments in sentence classification. CALICO Journal, 26 (3). pp. 474-490. ISSN 0742-7778

Stroppa, Nicolas and Yvon, François (2006) Du quatrième de proportion comme principe inductif : une proposition et son application à l’apprentissage de la morphologie. Traitement Automatique des Langues, 47 (1). ISSN 1965-0906

Thesis

Liu, Xiao (2024) An Adaptive Human-in-the-loop Approach to Continuous Understanding of Additive Manufacturing Processes with Computer Vision. PhD thesis, Dublin City University.

Garcia Cabrera, Carles (2024) Generalisable Cardiac MRI Analysis with Deep Learning. PhD thesis, Dublin City University.

Le, Tu-Khiem ORCID: 0000-0003-3013-9380 (2024) Information Lifelogging: Leveraging Eye Movements and Reading Comprehension for Efficient Retrieval of Previously Encountered On-Screen Information. PhD thesis, Dublin City University.

Lebron Casas, Luis (2024) Learning to evaluate video captioning systems through human assessment. PhD thesis, Dublin City University.

Slaimi, Asma ORCID: 0000-0001-6220-9000 (2024) A Meta-Learning Approach for Hydrological Time Series Model Selection. PhD thesis, Dublin City University.

Cartwright, Eoin ORCID: 0000-0002-8870-9772 (2024) Obtaining quantitative information from time series patterns: Insights from SAX, MDL and the Matrix Profile. PhD thesis, Dublin City University.

Tran, Ly-Duyen ORCID: 0000-0002-9597-1832 (2024) Pushing the Boundaries of Lifelog Retrieval Systems with Question Answering Techniques. PhD thesis, Dublin City University.

Djilali, Yasser Abdelaziz Dahou (2024) Saliency modelling for 2D and 360° visual data: deep learning models and performance evaluation. PhD thesis, Dublin City University.

Le Khac, Phuc H ORCID: 0000-0002-0504-5844 (2024) Toward efficient learning of structured representations in computer vision. PhD thesis, Dublin City University.

Power, Sean (2024) Development and deployment of a novel in situ multiparameter optical sensor for marine and freshwater environments. PhD thesis, Dublin City University.

Lankford, Séamus ORCID: 0000-0003-1693-9533 (2024) Enhancing neural machine translation of low-resource languages: corpus development, human evaluation and explainable AI architectures. PhD thesis, Dublin City University.

Moreu, Enric ORCID: 0000-0002-0555-3013 (2024) Exploring synthetic Image generation for training computer vision models under data scarcity. PhD thesis, Dublin City University.

Moslem, Yasmin ORCID: 0000-0003-4595-6877 (2024) Language modelling approaches to adaptive machine translation. PhD thesis, Dublin City University.

Cassidy, Lauren (2024) Linguistic analysis and automatic dependency parsing of Tweets in modern Irish. PhD thesis, Dublin City University.

Clancy, Jerry (2024) Monitoring and modelling of biological aerosols. PhD thesis, Dublin City University.

Nayak, Prashanth ORCID: 0000-0003-1962-9135 (2024) A critical examination of document-level machine translation systems. PhD thesis, Dublin City University.

Gutowska, Malgorzata ORCID: 0000-0002-1724-4912 (2024) An examination of meta-Learning for algorithm selection in unsupervised anomaly detection. PhD thesis, Dublin City University.

Albert, Paul (2023) Deep learning for computer vision constrained by limited supervision. PhD thesis, Dublin City University.

Zhang, Lili (2023) From labs to real-world: developing smartphone-based methodologies for enhanced phenotyping of human decision-making in clinical settings. PhD thesis, Dublin City University.

Lyu, Chenyang (2023) Knowledge and pre-trained language models inside and out: a deep-dive into datasets and external knowledge. PhD thesis, Dublin City University.

Bahramyan, Mehran (2023) Molecular dynamics simulation of TWIP-TRIP alloys: plastic deformation mechanisms and machine-learning assisted alloys design. PhD thesis, Dublin City University.

Sweeney, Lorin ORCID: 0000-0002-3427-1250 (2023) More than meets the eye: the conceptual essence of intrinsic memorability. PhD thesis, Dublin City University.

Mullery, Seán (2023) Rethinking auto-colourisation of natural Images in the context of deep learning. PhD thesis, Dublin City University.

Ninh, Van-Tu ORCID: 0000-0003-0641-8806 (2023) Stress detection in lifelog data for improved personalized lifelog retrieval system. PhD thesis, Dublin City University.

Walsh, Abigail (2023) The automatic processing of multiword expressions in Irish. PhD thesis, Dublin City University.

Elder, Henry (2022) Building reliable surface realization systems with sentence plans. PhD thesis, Dublin City University.

Mai, Tai Tan ORCID: 0000-0001-6657-0872 (2022) Education as a complex system: an investigation of students’ learning behaviours in programming education using complexity approaches. PhD thesis, Dublin City University.

Lillis, Clare (2022) Exploring machine learning, real-time bio-feedback, and inertial sensor accuracy for the prevention of running-related injuries. PhD thesis, Dublin City University.

Ji, Tianbo ORCID: 0000-0003-0143-6220 (2022) Human evaluation and statistical analyses on machine reading comprehension, question generation and open-domain dialogue. PhD thesis, Dublin City University.

Ballas, Camille (2022) Inducing sparsity in deep neural networks through unstructured pruning for lower computational footprint. PhD thesis, Dublin City University.

Barry, James ORCID: 0000-0003-3051-585X (2022) Investigating multilingual approaches for parsing universal dependencies. PhD thesis, Dublin City University.

Wu, Hongde ORCID: 0000-0002-2038-1002 (2022) Topics in Deep Learning and Optimization Algorithms for IoT Applications in Smart Transportation. Master of Engineering thesis, Dublin City University.

Cortis, Keith ORCID: 0000-0002-9748-0340 (2022) Multidimensional opinion mining from social data. PhD thesis, Dublin City University.

Dowling, Meghan ORCID: 0000-0003-1637-4923 (2022) An investigation of English-Irish machine translation and associated resources. PhD thesis, Dublin City University.

Fernandez Roblero, Jaime Boanerjes (2022) Moving object path prediction for traffic scenes. PhD thesis, Dublin City University.

Arazo Sánchez, Eric (2022) Visual representation learning with deep neural networks under label and budget constraints. PhD thesis, Dublin City University.

Xing, Congcong (2021) A methodology for automating graph construction and evaluation. Master of Science thesis, Dublin City University.

Sen, Procheta (2021) Proactive information retrieval. PhD thesis, Dublin City University.

Trinh, Nam ORCID: 0000-0003-0307-3793 (2021) Semi-supervised learning with generative models for pathological speech classification. Master of Science thesis, Dublin City University.

Alli, Muhammad ORCID: 0000-0003-2551-7236 (2021) Vacuum ultraviolet laser induced breakdown spectroscopy (VUV-LIBS) for pharmaceutical analysis. PhD thesis, Dublin City University.

Kaushik, Abhishek ORCID: 0000-0002-3329-1807 (2021) Examining the potential for enhancing User experience in exploratory search using conversational agent support. PhD thesis, Dublin City University.

Dzendzik, Daria (2021) English machine reading comprehension: new approaches to answering multiple-choice questions. PhD thesis, Dublin City University.

Nie, Dongyun (2020) Classification of linked historical data to calculate customer lifetime value. PhD thesis, Dublin City University.

Gupta, Rashmi (2020) Event based information retrieval from digital lifelogs. PhD thesis, Dublin City University.

Lohar, Pintu ORCID: 0000-0002-5328-1585 (2020) Machine translation of user-generated content. PhD thesis, Dublin City University.

Sohrabpoor, Hamed ORCID: 0000-0001-8473-5845 (2020) Predictive quality modelling of polymer and metal parts fabricated by laser-based manufacturing processes. PhD thesis, Dublin City University.

Li, Na (2020) Learning and mining from personal digital archives. PhD thesis, Dublin City University.

Burtenshaw, Denise ORCID: 0000-0002-5958-1773 (2020) Diagnostic potential of extracellular vesicles (EVs) and single-cell photonics (scPH) in subclinical atherosclerotic disease. PhD thesis, Dublin City University.

Azcona, David ORCID: 0000-0003-3693-7906 (2019) Artificial intelligence in computer science and mathematics education. PhD thesis, Dublin City University.

Wang, Zhengwei ORCID: 0000-0001-7706-553X (2019) Cortically coupled image computing. PhD thesis, Dublin City University.

Poncelas, Alberto ORCID: 0000-0002-5089-1687 (2019) Improving transductive data selection algorithms for machine translation. PhD thesis, Dublin City University.

Dutta Chowdhury, Koel (2019) Neural machine translation for multimodal interaction. Master of Science thesis, Dublin City University.

Vanmassenhove, Eva Odette Jef ORCID: 0000-0003-1162-820X (2019) On the integration of linguistic features into statistical and neural machine translation. PhD thesis, Dublin City University.

Barman, Utsab (2019) Automatic processing of code-mixed social media content. PhD thesis, Dublin City University.

Hokamp, Christopher M. (2018) Deep interactive text prediction and quality estimation in translation interfaces. PhD thesis, Dublin City University.

Racca, David (2018) Spoken content retrieval beyond pipeline integration of automatic speech recognition and information retrieval. PhD thesis, Dublin City University.

Corrigan, Owen ORCID: 0000-0002-1840-982X (2018) An Investigation Into Machine Learning Solutions Involving Time Series Across Different Problem Domains. PhD thesis, Dublin City University.

Hinbarji, Zaher (2018) Behavioural biometric identification based on human computer interaction. PhD thesis, Dublin City University.

Oliveira, Marlon (2018) Handshape recognition using principal component analysis and convolutional neural networks applied to sign language. PhD thesis, Dublin City University.

Wei, Haolin (2018) Investigating multi-modal features for continuous affect recognition using visual sensing. PhD thesis, Dublin City University.

Bogdanova, Daria (2018) Learning to represent, categorise and rank in community question answering. PhD thesis, Dublin City University.

Ye, TengQi (2018) Visual object detection from lifelogs using visual non-lifelog data. PhD thesis, Dublin City University.

O'Donoghue, James (2017) A Deep learning toolkit for high dimensional sequential data. PhD thesis, Dublin City University.

Bailey, Ken (2017) A combined wavelet and ARIMA approach to predicting financial time series. Master of Science thesis, Dublin City University.

Zhang, Jian (2017) Domain adaptation for statistical machine translation and neural machine translation. PhD thesis, Dublin City University.

Calixto, Iacer (2017) Incorporating visual information into neural machine translation. PhD thesis, Dublin City University.

Passban, Peyman (2017) Machine translation of morphologically rich languages using deep neural networks. PhD thesis, Dublin City University.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910 (2016) A machine learning approach to the unsupervised segmentation of mitochondria in subcellular electron microscopy data. PhD thesis, Dublin City University.

O'Kelly, Noel (2016) Use of machine learning technology in the diagnosis of Alzheimer’s disease. Master of Science thesis, Dublin City University.

Chen, Shu (2016) Investigating multi-modal features in the design of a multi-media hyperlinking framework. PhD thesis, Dublin City University.

Hu, Feiyan (2016) Periodicity detection and its application in lifelog data. PhD thesis, Dublin City University.

Nazemi, Azadeh ORCID: 0000-0002-1138-309X (2016) Non-visual representation of complex documents for use in digital talking books. PhD thesis, Curtin University.

Lynn, Teresa (2016) Irish dependency treebanking and parsing. PhD thesis, Dublin City University.

Zadeh Kaljahi, Rasoul Samad (2015) The role of syntax and semantics in machine translation and quality estimation of machine-translated user-generated content. PhD thesis, Dublin City University.

Mitchell, Edmond (2015) A machine learning framework for automatic human activity classification from wearable sensors. PhD thesis, Dublin City University.

Roznovat, Irina-Afrodita (2014) A computational model for colon cancer dynamics. PhD thesis, Dublin City University.

Srivastava, Ankit Kumar (2014) Phrase extraction and rescoring in statistical machine translation. PhD thesis, Dublin City University.

Hebbalaguppe, Ramya (2014) A computer vision based approach for reducing false alarms caused by spiders and cobwebs in surveillance camera networks. Master of Engineering thesis, Dublin City University.

Almaghout, Hala (2013) CCG-augmented hierarchical phrase-based statistical machine translation. PhD thesis, Dublin City University.

Banerjee, Pratyush (2013) Domain adaptation for statistical machine translation of corporate and user-generated content. PhD thesis, Dublin City University.

Redzic, Milan (2013) Dual-sensor fusion for seamless indoor user localisation and tracking. PhD thesis, Dublin City University.

Dandapat, Sandipan (2012) Mitigating the problems of SMT using EBMT. PhD thesis, Dublin City University.

Healy, Graham ORCID: 0000-0001-6429-6339 (2012) An analysis of EEG signals present during target search. PhD thesis, Dublin City University.

Sweeney, Néill (2012) Applying machine learning techniques to an imperfect information game. PhD thesis, Dublin City University.

Wagner, Joachim ORCID: 0000-0002-8290-3849 (2012) Detecting grammatical errors with treebank-induced, probabilistic parsers. PhD thesis, Dublin City University.

Bermingham, Adam (2012) Sentiment analysis and real-time microblog search. PhD thesis, Dublin City University.

O'Connor, Edel (2012) Trust and reputation in multi-modal sensor networks for marine environmental monitoring. PhD thesis, Dublin City University.

Penkale, Sergio (2011) Incorporating translation quality-oriented features into log-linear models of machine translation. PhD thesis, Dublin City University.

Haque, Rejwanul ORCID: 0000-0003-1680-0099 (2011) Integrating source-language context into log-linear models of statistical machine translation. PhD thesis, Dublin City University.

Kirkpatrick, Barry (2010) Spectral discontinuity in concatenative speech synthesis – perception, join costs and feature transformations. PhD thesis, Dublin City University.

Decraene, James (2009) Autocatalytic closure and the evolution of cellular information processing networks. PhD thesis, Dublin City University.

Ma, Yanjun (2009) Constrained word alignment models for statistical machine translation. PhD thesis, Dublin City University.

Gorman, Bernard (2009) Imitation learning through games: theory, implementation and evaluation. PhD thesis, Dublin City University.

Hassan, Hany (2009) Lexical syntax for statistical machine translation. PhD thesis, Dublin City University.

Chrupała, Grzegorz (2008) Towards a machine-learning architecture for lexical functional grammar parsing. PhD thesis, Dublin City University.

Awad, George M. (2007) A framework for sign language recognition using support vector machines and active learning for skin segmentation and boosted temporal sub-units. PhD thesis, Dublin City University.

Harford, Steven (2006) Content-based retrieval of melodies using artificial neural networks. PhD thesis, Dublin City University.

Greevy, Edel (2004) Automatic text categorisation of racist webpages. Master of Science thesis, Dublin City University.

Diamantidis, Alexandros (1999) Approximate models of job shops. Master of Science thesis, Dublin City University.

Conference or Workshop Item

Dao, Phuong Q., Nguyen-Tat, Thien B., Roantree, Mark ORCID: 0000-0002-1329-2570 and Ngo, Vuong M. ORCID: 0000-0002-8793-0504 (2024) Exploring Multimodal Sentiment Analysis Models: A Comprehensive Survey. In: The 7th International Conference on Multimedia Analysis and Pattern Recognition (MAPR), August 14-16, 2024, Da Nang, Vietnam.

Sweeney, Lorin, Smeaton, Alan ORCID: 0000-0003-1028-8389 and Healy, Graham ORCID: 0000-0001-6429-6339 (2024) Reconciling the Rift Between Recognition and Recall: Insights from a Video Memorability Drawing Experiment. In: ICMR 2024 Brave New Ideas, 10-14 Jun 2024, Phuket, Thailand.

Roantree, Mark ORCID: 0000-0002-1329-2570, Murphy, Niamh, Cuong, Dinh Viet and Ngo, Vuong M. ORCID: 0000-0002-8793-0504 (2024) Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System. In: Proceedings of The 2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW&DASC-2024), May 2024, Utrecht, Netherlands. (In Press)

Tran, Quang-Linh ORCID: 0000-0002-5409-0916, Nguyen, Binh T. ORCID: 0000-0001-5249-9702, Jones, Gareth J. F. ORCID: 0000-0003-2923-8365 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2024) ViEcomRec: a dataset for recommendation in Vietnamese E-commerce. In: 12th International Conference on Computational Data and Social Networks. CSoNet 2023, 11-13 Dec 2023, Hanoi, Vietnam. ISBN 978-981-97-0668-6

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Leavy, Susan ORCID: 0000-0002-3679-2279 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) Biased attention: do vision transformers amplify gender bias more than convolutional neural networks? In: 34th British Machine Vision Conference 2023, {BMVC}, 20-24 Nov 2024, Aberdeen, Scotland. ISBN https://proceedings.bmvc2023.org/629/

Jagtap, Aniket, Saripalli, RamaKrishna Venkatesh, Lemley, Joe ORCID: 0000-0002-0595-2313, Shariff, Waseem ORCID: 0000-0001-7298-9389 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Heart rate detection using an event camera. In: 25th IEEE International Symposium on Multimedia, 11-13 Dec 2023, Laguna Hills, CA., USA. (In Press)

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Little, Suzanne ORCID: 0000-0003-3281-3471 and Leavy, Susan ORCID: 0000-0002-3679-2279 (2023) Multimodal Bias: Assessing Gender Bias in Computer Vision Models with NLP Techniques. In: 25th International Conference on Multimodal Interaction (ICMI ’23), October 9–13, 2023, Paris. ISBN 979-8-4007-0055-2/23/10

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Little, Suzanne ORCID: 0000-0003-3281-3471 and Leavy, Susan ORCID: 0000-0002-3679-2279 (2023) Multimodal bias: assessing gender bias in computer vision models with NLP techniques. In: 25th International Conference on Multimodal Interaction (ICMI '23), 9-13 Oct 2023, Paris. ISBN 979-8-4007-0055-2

Al Omoush, Muhammad H. ORCID: 0009-0007-9611-7543, Salih, Sumaia E., Kishore, Sameer ORCID: 0000-0003-2793-0075 and Mehigan, Tracey ORCID: 0000-0002-1728-2134 (2023) Interactive multimodal learning: towards using pedagogical agents for inclusive education. In: IEEE International Humanitarian Technology Conference (IEEE IHTC), 1-3 Nov 2023, Cartagena, Colombia. (In Press)

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Memories in the making: predicting video memorability with encoding phase EEG. In: 20th International Conference on Content-based Multimedia Indexing, 20-22 Sept 2023, Orleans, France.

Lorandi, Michela ORCID: 0000-0002-6131-8763, A.Mohamed,, Maram and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Adapting the CycleGAN architecture for text style transfer. In: Irish Machine Vision and Image Processing Conference 2023, 30 Aug - 01 Sep 2023, Galway, Ireland.

Riaz, Hamza and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Vision based machine learning algorithms for out-of-distribution generalisation. In: Science and Information Conference (SAI 023), 13-14 July 2023, London, UK.

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Ji, Tianbo ORCID: 0000-0003-0143-6220, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Is a video worth n × n Images? A highly efficient approach to transformer-based video question answering. In: Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP), 10-12 July 2023, Toronto, Canada.

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Moving object path prediction in traffic scenes using contextual information. In: 9th International Conference on Time Series and Forecasting, 12–14 July 2023, Gran Canaria, Spain.

Strods, Deniss and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Enhancing gappy speech audio signals with generative adversarial networks. In: 34th Irish Signals and Systems Conference (ISSC) 2023, 13-14 June 2023, Dublin, Ireland. ISBN 979-8-3503-4057-0

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Yang, Linyi ORCID: 0000-0003-0667-7349, Zhang, Yue ORCID: 0000-0002-5214-2268, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Exploiting rich textual user-product context for improving personalized sentiment analysis. In: Findings of the Association for Computational Linguistics: ACL 2023, 9-14 July 2023, Toronto, Canada.

Popović, Maja ORCID: 0000-0001-8234-8745, Arvan, Mohammad, Parde, Natalie ORCID: 0000-0003-0072-7499 and Belz, Anya ORCID: 0000-0002-0552-8096 (2023) Exploring variation of results from different experimental conditions. In: ACL 2023, 9 - 14 July 2023, Toronto, Canada.

Lorandi, Michela and Belz, Anya (2023) How to control sentiment in text generation: a survey of the state-of-the-art in sentiment-control techniques. In: 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, 14 July 2023, Toronto, Canada.

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Ji, Tianbo ORCID: 0000-0003-0143-6220, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Semantic-aware dynamic retrospective-prospective reasoning for event-level video question answering. In: ACL 2023 Student Research Workshop, 10-12 July 2023, Toronto, Canada.

Kaundanya, Chinmaya ORCID: 0009-0007-4046-5936 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) Advancing micromobility safety by deploying compressed lane recognition CNN model on low-spec microcontroller unit. In: TinyML EMEA Innovation Forum Conference 2023, 26-28 June 2023, Amsterdam, Netherlands.

Popović, Maja ORCID: 0000-0001-8234-8745, Vasudevan, Nedumpozhimana ORCID: 0000-0001-5161-8925, Meegan, Gower ORCID: 0000-0002-8438-3998, Sneha, Rautmare, Nishtha, Jain and Kelleher, John D. ORCID: 0000-0001-6462-3248 (2023) Using MT for multilingual covid-19 case load prediction from social media texts. In: 24th Annual Conference of the European Association of Machine Translation 2022 (EAMT 2023), 12-15 Jun 2023, Tampere, Finland. ISBN 978-952-03-2947-1

Raju, Hitesh, Sharma, Ankit, Smeaton, Aoife and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Automatic detection of signalling behaviour from assistance dogs as they forecast the onset of Epileptic seizures in humans. In: The 38th ACM/SIGAPP Symposium on Applied Computing (SAC ’23), 27-30 Mar 2023, Tallinn, Estonia. ISBN 978-1-4503-9517-5

Mandal, Abhishek ORCID: 0000-0002-5275-4192, Leavy, Susan ORCID: 0000-0002-3679-2279 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) Multimodal composite association score: measuring gender bias in generative multimodal models. In: Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023), 2 Apr 2023, Dublin, Ireland. ISBN 978-3-031-37248-3

Brennan, Conor ORCID: 0000-0002-0405-3869 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) Site-specific deep learning path loss models based on the method of moments. In: 17th European Conference on Antennas and Propagation (EuCAP23), 26 - 31 Mar 2023, Florence, Italy.

Nguyen, Manh-Duy ORCID: 0000-0001-6878-7039, Nguyen, Thanh Binh ORCID: 0000-0001-5249-9702 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2023) HADA: A graph-based amalgamation framework in image-text retrieval. In: European Conference on Information Retrieval (ECIR 2023), 2-6 Apr 2023, Dublin, Ireland. ISBN 978-3-031-28243-0

Rai, Ayush K., Krishna, Tarun, Dietlmeier, Julia ORCID: 0000-0001-9980-0910, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Motion aware self-supervision for generic event boundary detection. In: IEEE/CVF Winter Conference on Applications of Computer Vision 2023, 3-7 Jan 2023, Waikoloa, Hawaii.

Hu, Feiyan ORCID: 0000-0001-7451-6438, Palazzo, Simone ORCID: 0000-0002-2441-0982, Proietto Salanitri, Federica ORCID: 0000-0002-6122-4249, Bellitto, Giovanni, Moradi, Morteza, Spampinato, Concetto ORCID: 0000-0001-6653-2577 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2023) TinyHD: Efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, 3-7 Jan 2023, Waikoloa, Hawaii.

Muli, Carlos, Park, Sangyoung and Liu, Mingming ORCID: 0000-0002-8988-2104 (2023) A comparative study on energy consumption models for drones. In: 5th Global IoT Summit 2022, 20-22 June 2022, Dublin, Ireland. ISBN 978-3031209352

Kaundanya, Chinmaya and Little, Suzanne ORCID: 0000-0003-3281-3471 (2023) AI-based lane recognition for micromobility users using neural network compression techniques and a low-spec microcontroller unit. In: TinyML EMEA Innovation Forum Conference 2023, 26-28 June 2023, Amsterdam, Netherlands.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Garcia-Cabrera, Carles ORCID: 0000-0001-8139-9647, Hashmi, Anam, Curran, Kathleen M. ORCID: 0000-0003-0095-9337 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2023) Cardiac MRI reconstruction from undersampled k-space using double-stream IFFT and a denoising GNA-UNET pipeline. In: MICCAI STACOM CMRxRecon challenge workshop, 12 Oct 2023, Vancouver, Canada. (In Press)

Liu, Xiao, Mileo, Alessandra ORCID: 0000-0002-6614-6462 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Defect classification in additive manufacturing using CNN-based vision processing. In: 25th Irish Machine Vision and Image Processing Conference, 30 Aug - 1 Sept 2023, Galway, Ireland.

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Healy, Graham ORCID: 0000-0001-6429-6339 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Diffusing surrogate dreams of video scenes to predict video memorability. In: MediaEval’22: Multimedia Evaluation Workshop, 13–15 Jan 2023, Bergen, Norway and Online.

Cowap, Alan ORCID: 0000-0002-6300-6034, Graham, Yvette ORCID: 0000-0001-6741-4855 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2023) Do stochastic parrots have feelings too? Improving neural detection of synthetic text via emotion recognition. In: 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP Findings, 6-10 Dec 2023, Singapore.

Riaz, Hamza and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Domain generalisation with bidirectional encoder representations from vision transformers. In: 25th Irish Machine Vision and Image Processing Conference, 30 Aug - 1 Sept 2023, Galway, Ireland.

Sweeney, Lorin ORCID: 0000-0002-3427-1250, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Demarty, Claire-Hélène, Fosco, Camilo, García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Halder, Sebastian, Healy, Graham ORCID: 0000-0001-6429-6339, Ionescu, Bogdan, Matran-Fernandez, Ana ORCID: 0000-0002-8409-3747, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Suntana, Mushfika (2023) Overview of the MediaEval 2022 predicting video memorability task. In: MediaEval’22: Multimedia Evaluation Workshop, 13–15 Jan 2023, Bergen, Norway & Online.

Mahajani, Siddhant Jaydeep, Srivastava, Shashank and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) A comparison of lexicon-based and ML-based sentiment analysis: are there outlier words? In: 31st Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2023, Letterkenny, Ireland. (In Press)

Mille, Simon ORCID: 0000-0002-8852-2764, Ricci, Josep, Shvets, Alexander ORCID: 0000-0002-8370-2109 and Belz, Anya ORCID: 0000-0002-0552-8096 (2023) A pipeline for extracting abstract dependency templates for data-to-text natural language generation. In: Seventh International Conference on Dependency Linguistics (Depling, GURT/SyntaxFest 2023), 9-12 Mar 2023, Washington, D.C..

Liu, Xiao, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2022) An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer vision. In: 6th IEEE Workshop on Human-in-the-Loop Methods and Future of Work in BigData (IEEE HMData 2022), 17 Dec 2022, Osaka, Japan. ISBN 978-1-6654-8045-1

Nguyen, Hoa, Zhu, Shaoshu and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) Graph-PHPA: graph-based proactive horizontal pod autoscaling for microservices using LSTM-GNN. In: 11th IEEE International Conference on Cloud Networking 2022, 7–10 Nov 2022, Paris.

Huidrom, Rudali ORCID: 0000-0003-0630-3603 and Belz, Anya ORCID: 0000-0002-0552-8096 (2022) A survey of recent error annotation schemes for automatically generated text. In: 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (GEM), 7 Dec 2022, Abu Dhabi, UAE and Online.

García Seco de Herrera, Alba ORCID: 0000-0002-6509-5325, Constantin, Mihai Gabriel ORCID: 0000-0002-2312-6672, Demarty, Claire-Hélène, Fosco, Camilo, Halder, Sebastian ORCID: 0000-0003-1017-3696, Healy, Graham ORCID: 0000-0001-6429-6339, Ionescu, Bogdan, Matran-Fernandez, Ana ORCID: 0000-0002-8409-3747, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Sultana, Mushfika and Sweeney, Lorin ORCID: 0000-0002-3427-1250 (2022) Experiences from the MediaEval predicting media memorability task. In: The NeurIPS Memory in Artificial and Real Intelligence (MemARI) Workshop, 2 Dec 2022, New Orleans, USA.

Kocmi, Tom ORCID: 0000-0002-7993-9859, Bawden, Rachel ORCID: 0000-0001-9553-1768, Bojar, Ondřej ORCID: 0000-0002-0606-0050, Dvorkovich, Anton ORCID: 0000-0003-1190-3582, Federmann, Christian, Fishel, Mark ORCID: 0000-0003-1932-2600, Gowda, Thamme ORCID: 0000-0001-5422-8674, Graham, Yvette, Grundkiewicz, Roman, Haddow, Barry, Knowles, Rebecca ORCID: 0000-0001-5686-8966, Koehn, Philipp ORCID: 0000-0003-1565-064X, Monz, Christof ORCID: 0000-0003-1872-1888, Morishita, Makoto, Nagata, Masaaki, Nakazawa, Toshiaki, Novák, Michal ORCID: 0000-0002-0420-7127, Popel, Martin ORCID: 0000-0002-3628-8419, Popović, Maja ORCID: 0000-0001-8234-8745 and Shmatova, Mariya (2022) Findings of the 2022 Conference on Machine Translation (WMT22). In: Seventh Conference on Machine Translation (WMT), 7-8 Dec 2022, Abu Dhabi, United Arab Emirates.

Abgaz, Yalemisew ORCID: 0000-0002-3887-5342 (2022) Is your cultural heritage collection AI ready? A methodology for semantic enrichment of cultural images and photographs. In: 17th Image and Research Conference 2022, 16-19 Nov 2022, Girona, Catalonia. ISBN 978-84-8496-308-0

Wu, Hongde and Liu, Mingming ORCID: 0000-0002-8988-2104 (2022) Lane-GNN: integrating GNN for predicting drivers’ lane change intention. In: 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022), 8-12 Oct 2022, Macau, China.

Dorn, Amlie, Rocha Souza, Renato, Koch, Gerda, Methuku, Japesh and Abgaz, Yalemisew ORCID: 0000-0002-3887-5342 (2022) Classification of Historic Food Images: A pilot experiment on the example of the ChIA project. In: Proceedings of the International Conference on Cultural Heritage and New Technologies, Nov 2020, Vienna.

Munirathnam G., Venkatesh ORCID: 0000-0002-4393-9267, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2022) Incorporating spatio-temporal information in Frustum-ConvNet for improved 3D object detection in instrumented vehicles. In: 10th European Workshop on Visual Information Processing (EUVIP), 11-14 Sept 2022, Lisbon Portugal. ISBN 978-1-6654-6623-3

Lebron Casas, Luis ORCID: 0000-0002-3230-3589, Graham, Yvette, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Evaluation of automatically generated video captions using vision and language models. In: IEEE International Conference on Image Processing (ICIP), 16-19 Oct 2022, Bordeaux, France. ISBN 978-1-6654-9620-9

Vining, Rebecca ORCID: 0000-0002-2715-8129, McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656, Ward, Marie E. ORCID: 0000-0002-6638-8461, Doyle, Brian ORCID: 0000-0002-9106-9526, Liang, Junli, Hernandez, Julio ORCID: 0000-0003-1347-9631, Guilfoyle, John, Shuhaiber, Arwa, Geary, Una, Fogarty, Mary and Brennan, Rob ORCID: 0000-0001-8236-362X (2022) Developing a framework for trustworthy AI-supported knowledge management in the governance of risk and change. In: 24th International Conference on Human-Computer Interaction (HCI'22), 26 Jun - 1 Jul 2022, Virtual. ISBN 978-3-031-17614-2

Cummins, Seán, Sweeney, Lorin ORCID: 0000-0002-3427-1250 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Analysing the memorability of a procedural crime-drama TV series, CSI. In: 19th International Conference on Content-based Multimedia Indexing, CBMI 2022, September 14–16, 2022, Graz, Austria. ISBN 978-1-4503-9720-9

Ur Rahman, Shams, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Lemley, Joe ORCID: 0000-0002-0595-2313 and Healy, Graham ORCID: 0000-0001-6429-6339 (2022) Using pre-stimulus EEG to predict driver reaction time to road events. In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11-15 July 2022, Glasgow, Scotland.

Azcona, David ORCID: 0000-0003-3693-7906 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Brand recommendations for cold-start problems using brand embeddings. In: SAI Intelligent Systems Conference, 1-2 Sept 2022, Amsterdam, the Netherlands. ISBN 978-3-031-16074-5

Lohar, Pintu ORCID: 0000-0002-5328-1585, Popović, Maja ORCID: 0000-0001-8234-8745 and Habruseva, Tanya (2022) Building machine translation system for software product descriptions using domain-specific sub-corpora extraction. In: 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 12-16 Sept 2022, Orlando, FL, USA.

Van Ninh, Tu, Manh Nguyen, Duy ORCID: 0000-0001-6878-7039, Smyth, Sinéad ORCID: 0000-0003-3460-3590, Tran, Minh-Triet ORCID: 0000-0003-3046-3041, Healy, Graham ORCID: 0000-0001-6429-6339, Nguyen, T. Binh and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2022) An improved subject-independent stress detection model applied to consumer-grade wearable devices. In: International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems of Applied Intelligent Systems, 19 – 22 July 2022, Kitakyushu, Japan. ISBN 978-3-031-08529-1

Krishna, Tarun, Rai, Ayush K., Djilali, Yasser Abdelaziz Dahou, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Dynamic channel selection in self-supervised learning. In: Irish Machine Vision and Image Processing Conference 2022, 31 Aug - 2 Sept 2022, Belfast. ISBN 978-0-9934207-7-1

Mohanty, Anwesha ORCID: 0000-0002-9975-8705, Sutherland, Alistair, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Javidnia, Hossein ORCID: 0000-0002-5640-4798 (2022) Towards Synthetic Generation of Clinical Rosacea Images with GAN Models. In: 33rd Irish Signals and Systems Conference (ISSC) 2022, 9-10 June 2022, Cork, Ireland. ISBN 978-1-6654-5227-4

Belz, Anya ORCID: 0000-0002-0552-8096, Shimorina, Anastasia, Popović, Maja ORCID: 0000-0001-8234-8745 and Reiter, Ehud ORCID: 0000-0002-7548-9504 (2022) The 2022 ReproGen shared task on reproducibility of evaluations in NLG: overview and results. In: 15th International Conference on Natural Language Generation: Generation Challenges, 17-22 July 2022, Waterville, ME, USA.

Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian ORCID: 0000-0003-2518-0274, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Aisling (2022) Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation. In: 29th EGF General Meeting 2022, 26-30 June 2022, Caen, France. ISBN 978-2-7380-1445-0

Walsh, Abigail, Lynn, Teresa and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2022) A BERT's eye view: identification of Irish multiword expressions using pre-trained language models. In: 18th Workshop on Multiword Expressions @LREC2022, 25 June 2023, Marseille, France.

Lebron, Luis ORCID: 0000-0002-3230-3589, Graham, Yvette, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Kouramas, Konstantinos and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) BERTHA: Video captioning evaluation via transfer-learned human assessment. In: 13th Edition of its Language Resources and Evaluation Conference, 21--23 June 2022, Marseille, France.

Arazo, Eric, Aly, Robin ORCID: 0000-0002-6787-0911 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Segmentation enhanced lameness detection in dairy cows from RGB and depth video. In: Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), conference of Computer Vision and Pattern Recognition (CVPR), 20 June 2022, New Orleans, USA.

Nguyen, Manh-Duy ORCID: 0000-0001-6878-7039, Nguyen, Thao-Nhu ORCID: 0000-0003-1356-9434, Nguyen, Binh T., Caputo, Annalina ORCID: 0000-0002-7144-8545 and Cathal, Gurrin ORCID: 0000-0003-2903-3968 (2022) DCU Team at the NTCIR-16 RCIR Task. In: NTCIR 16 Conference: Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, 14-17 June 2022, Tokyo, Japan.

Jain, Nishtha, Popović, Maja ORCID: 0000-0001-8234-8745, Groves, Declan and Specia, Lucia ORCID: 0000-0002-5495-3128 (2022) Leveraging pre-trained language models for gender debiasing. In: 13th Language Resources and Evaluation Conference, 20-25 June 2022, Marseille, France.

Brkić Bakarić, Marija ORCID: 0000-0003-4079-4012, Načinović Prskalo, Lucia ORCID: 0000-0002-8832-2527 and Popović, Maja ORCID: 0000-0001-8234-8745 (2022) A general framework for detecting metaphorical collocations. In: 18th Workshop on Multiword Expressions @LREC2022, Marseille, France.

Lyu, Chenyang ORCID: 0009-0002-6733-5879, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Graham, Yvette ORCID: 0000-0001-6741-4855 (2022) Extending the scope of out-of-domain: examining QA models in multiple subdomains. In: Third Workshop on Insights from Negative Results in NLP, 26 May 2022, Dublin, Ireland.

Cassidy, Lauren, Lynn, Teresa, Barry, James and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2022) TwittIrish: a universal dependencies treebank of Tweets in modern Irish. In: 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 22-27 May 2022, Dublin, Ireland.

Belz, Anya ORCID: 0000-0002-0552-8096, Popović, Maja ORCID: 0000-0001-8234-8745 and Mille, Simon ORCID: 0000-0002-8852-2764 (2022) Quantified reproducibility assessment of NLP results. In: 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 22-27 May 2022, Dublin, Ireland.

Zhao, Huali, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2022) Attention! Transformer with sentiment on cryptocurrencies price prerediction. In: 7th International Conference on Complexity, Future Information Systems and Risk (COMPLEXIS 2022), 23-24 April 2022, Online. ISBN 978-989-758-565-4

Tran, Ly-Duyen ORCID: 0000-0003-2903-3968, Ho, Thanh Cong, Pham, Lan Anh, Nguyen, Binh, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Zhou, Liting ORCID: 0000-0002-7778-8743 (2022) LLQA-Lifelog question answering dataset. In: 28th International Conference on Multimedia Modeling: MMM 2022, 6 - 10 June 2022, Phu Quoc, Vietnam. ISBN 978-3-030-98358-1

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Eric, Arazo, Diego, Ortego ORCID: 0000-0002-1011-3610, Paul, Albert, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Kevin, McGuinness ORCID: 0000-0003-1336-6477 (2021) How important is importance sampling for deep budgeted training? In: 32nd British Machine Vision Conference (BMVC) 2021, 22 - 25 Nov 2021, Virtual conference.

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Han, Lifeng ORCID: 0000-0002-3221-2185 (2021) Meta-evaluation of machine translation evaluation methods. In: Workshop on Informetric and Scientometric Research (SIG-MET), 23 -24 Oct 2021, Salt Lake City/Online.

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Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri, Mac Namee, Brian ORCID: 0000-0003-2518-0274, Hennessy, Deirdre ORCID: 0000-0002-7375-3754, O'Connor, Aisling, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Semi-supervised dry herbage mass estimation using automatic data and synthetic images. In: Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA), 11 Oct 2021, Virtual.

Nguyen, Manh-Duy ORCID: 0000-0001-6878-7039, Nguyen, Binh T. and Cathal, Gurrin ORCID: 0000-0003-4395-7702 (2021) A deep local and global scene-graph matching for image-text retrieval. In: International Conference on Intelligent Software Methodologies, Tools and Techniques (SOMET'2021), 21-23 Sept 2021, Mexico City. ISBN 978-1-64368-195-5

Albert, Paul, Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuiness, Kevin ORCID: 0000-0003-1336-6477 (2021) ReLaB: reliable label bootstrapping for semi-supervised learning. In: International Joint Conference on Neural Networls (IJCNN), 18-22 July 2021, Shenzhen, China (Online).

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Quinn, Sean ORCID: 0000-0003-0807-1076, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) An experimental comparison of knowledge transfer algorithms in deep neural networks. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Greene, Richard and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) CLADA: Contrastive Learning for Adversarial Domain Adaptation. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Garcia-Cabrera, Carles, Curran, Kathleen M. ORCID: 0000-0003-0095-9337, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Semi-supervised learning of cardiac MRI using image registration. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

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Hu, Feiyan ORCID: 0000-0001-7451-6438, Mohedano, Eva, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Temporal bilinear encoding network of audio-visual features at low sampling rates. In: 16th International Conference on Computer Vision Theory and Applications - VISAPP 2021, 8-10 Feb 2021, Vienna, Austria (Online). ISBN 978-989-758-488-6

Nguyen, Manh-Duy, Nguyen, Thanh Binh and Cathal, Gurrin ORCID: 0000-0003-4395-7702 (2021) Graph-based indexing and retrieval of lifelog data. In: International Conference on Multimedia Modeling (MMM2021), 22 - 24 June 2021, Prague. ISBN 978-3-030-67834-0

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Dzendzik, Daria, Vogel, Carl ORCID: 0000-0001-8928-8546 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2020) Q. Can knowledge graphs be used to answer Boolean questions? A. It’s complicated! In: First Workshop on Insights from Negative Results in NLP, 10 Nov 2020, Online.

Nayak, Prashanth, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT’s submissions to the WMT20 biomedical translation task. In: The Fifth Conference on Machine Translation (The Biomedical Shared Task), 19-20 Nov 2020, Dominican Republic (Online).

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Arazo Sánchez, Eric, Ortego, Diego ORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2020) Pseudo-labeling and confirmation bias in deep semi-supervised learning. In: 2020 International Joint Conference on Neural Networks, 19 - 24 July 2020, Glasgow, Scotland. ISBN 978-1-7281-6926-2

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Díaz, José-Luis Preza, Dorn, Amelie, Koch, Gerda and Abgaz, Yalemisew (2020) A Comparative Approach between Different Computer Vision Tools, Including Commercial and Open-source, for Improving Cultural Image Access and Analysis. In: 2020 10th International Conference on Advanced Computer Information Technologies (ACIT).

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Trinh, Nam ORCID: 0000-0003-0307-3793 and O'Brien, Darragh (2020) Semi-supervised learning with generative adversarial networks for pathological speech classification. In: 31st Irish Signals and Systems Conference (ISSC2020), 11 - 12 June 2020, Letterkenny, Ireland (Virtual). ISBN 978-1-7281-9418-9

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Nedbal, Dietmar ORCID: 0000-0002-7596-0917, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2020) Scenario-based requirements elicitation for user-centric explainable AI. In: International Cross-Domain Conference for Machine Learning and Knowledge ExtractionCD-MAKE 2020: Machine Learning and Knowledge Extraction, 25–28 Aug 2020, Dublin, Ireland (Online).

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Gupta, Kamal Kumar, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Ekbal, Asif, Bhattacharyya, Pushpak and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Modelling source- and target-language syntactic Information as conditional context in interactive neural machine translation. In: Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2-6 Nov 2020, Lisboa, Portugal.

Sanguinetti, Manuela ORCID: 0000-0002-0147-2208, Bosco, Cristina, Cassidy, Lauren, Çetinoglu, Özlem, Cignarella, Alessandra Teresa ORCID: 0000-0002-4409-6679, Lynn, Teresa, Rehbein, Ines, Ruppenhofer, Josef, Seddah, Djamé and Zeldes, Amir ORCID: 0000-0001-8016-6753 (2020) Treebanking user-generated content: a proposal for a unified representation in universal dependencies. In: 12th Language Resources and Evaluation Conference. (LREC 2020), 11-16 May 2020, Marseille, France. (Virtual).

Gutowska, Małgorzata, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2020) Identifying extra-terrestrial intelligence using machine learning. In: 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 5 - 6 Dec 2019, Galway, Ireland.

Maillette de Buy Wenniger, Gideon, Schomaker, Lambert ORCID: 0000-0003-2351-930X and Way, Andy ORCID: 0000-0001-5736-5930 (2020) No padding please: efficient neural handwriting recognition. In: International Conference on Document Analysis and Recognition (ICDAR2019), 20-25 Sept 2019, Sydney, Australia.

MacMahon, Silvana Togneri ORCID: 0000-0003-0179-2436, Alfano, Marco ORCID: 0000-0001-7200-9547, Lenzitti, Biagio ORCID: 0000-0003-2664-7788, Lo Bosco, Giosuè, McCaffery, Fergal, Taibi, Davide ORCID: 0000-0002-0785-6771 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2020) Improving communication in risk management of health information technology systems by means of medical text simplification. In: 2019 IEEE Symposium on Computers and Communications (ISCC), 30 June 2019, Barcelona, Spain.

Walsh, Abigail, Lynn, Teresa and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2020) Annotating verbal MWEs in Irish for the PARSEME Shared Task 1.2. In: Joint Workshop on Multiword Expressions and Electronic Lexicons, 13 Dec 2020, Barcelona, Spain (Online).

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Multiple path prediction for traffic scenes using LSTMs and mixture density models. In: 6th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2-4 May 2020, Prague, Czech Republic (Virtual). ISBN 978-989-758-419-0

Y. G., Naresh, Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2020) Object polygonization in traffic scenes using small Eigenvalue analysis. In: Irish Machine Vision and Image processing (IMVIP 2020) conference, 31 Aug - 2 Sept 2020, Sligo, Ireland (Online). ISBN 978-0-9934207-5-7

Haque, Rejwanul ORCID: 0000-0003-1680-0099, Moslem, Yasmin ORCID: 0000-0003-4595-6877 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) The ADAPT system description for the STAPLE 2020 English-to-Portuguese translation task. In: Fourth Workshop on Neural Generation and Translation (WNGT), Association for Computational Linguistics (ACL), 10 July 2020, Seattle, WA, USA (Online).

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2019) An automated ETL for online datasets. In: 23rd Enterprise Computing Conference (EDOC), 28-31 Oct 2019, Paris, France.

Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Experiences and insights from the collection of a novel multimedia EEG dataset. In: 26th International Conference on Multimedia Modeling (MMM2020), 5-8 Jan 2020, Daejeon, Korea (Republic of). ISBN 978-3-030-37733-5

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) A single-shot approach using an LSTM for moving object path prediction. In: Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA), 6-9 Nov 2019, Istanbul, Turkey. ISBN 978-1-7281-3975-3

Alamro, Rawan, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Al-Rasheed, Amal (2019) Predicting Saudi stock market Index by Incorporating GDELT using multivariate time series modelling. In: International Conference on Computing (ICC 2019), 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Alshaya, Sara, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Al-Rasheed, Amal (2019) Predicting no-show medical appointments using machine learning. In: International Conference on Computing (ICC2019), 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Almutairi, Suad, Shaiba, Hadil and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Predicting students' academic performance and main behavioral features using data mining techniques. In: Advances in Data Science, Cyber Security and IT Applications. ICC 2019., 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Challenges associated with generative forms of multimedia content (keynote talk). In: Content Based Multimedia Information 2019, 4-6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Hu, Feiyan ORCID: 0000-0001-7451-6438, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Yang, Zhen and Little, Suzanne ORCID: 0000-0003-3281-3471 (2019) Saliency guided 2D-object annotation for instrumented vehicles. In: 2019 International Conference on Content-Based Multimedia Indexing (CBMI 2019), 4 - 6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, SanMiguel, Juan C., Arazo, Eric, Martínez, José M. and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) On guiding video object segmentation. In: International Conference on Content-Based Multimedia Indexing, 4-6 Sept 2019, Dublin, Ireland.

Galea, Laura Christina and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Recognising Irish sign language using electromyography. In: 17th IEEE Content Based Multimedia Indexing (CBMI) Conference, 4-6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Fernandez, Jaime B. ORCID: 0000-0001-9774-3879, Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Zhang, Dian ORCID: 0000-0001-5659-5865, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) Semi-automatic multi-object video annotation based on tracking, prediction and semantic segmentation. In: International Conference on Content-Based Multimedia Indexing (CBMI 2019), 4–6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7

Linardos, Panagiotis, Little, Suzanne ORCID: 0000-0003-3281-3471 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) MediaEval 2019: concealed FGSM perturbations for privacy preservation. In: MediaEval 2019 workshop, 27-29 Oct 2019, Sophia Antipolis, France.

McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Gara, Sarah (2019) Comparing data augmentation strategies for deep image classification. In: Irish Machine Vision and Image Processing Conference (IMVIP), 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Linardos, Panagiotis, Mohedano, Eva, Nieto, Juan Jose, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Simple vs complex temporal recurrences for video saliency prediction. In: 30th British Machine Vision Conference (BMVC), 9-12 Sept 2019, Cardiff, Wales, UK.

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Towards preprocessing guidelines for neural network embedding of customer behavior in digital retail. In: ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 25-27 Sept 2019, Amsterdam, Netherlands. ISBN 978-1-4503-7661-7

Trinh, Nam and Darragh, O'Brien (2019) Pathological speech classification using a convolutional neural network. In: Irish Machine Vision and Image Processing 2019, 28 - 30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Quinn, Sean and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Towards architecture-agnostic neural transfer: a knowledge-enhanced approach. In: 28th International Joint Conference on Artificial Intelligence, 10 - 16 Aug 2019, Macao, China. ISBN 978-0-9992411-2-7

Dzendzik, Daria, Vogel, Carl ORCID: 0000-0001-8928-8546 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2019) Is it Dish Washer Safe? Automatically Answering “Yes/No” Questions using Customer Reviews. In: 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, 3 - 5 June 2019, Minneapolis, US. ISBN 978-1-950737-15-4

Arazo Sánchez, Eric, Ortego, Diego ORCID: 0000-0002-1011-3610, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2019) Unsupervised label noise modeling and loss correction. In: International Conference on Machine Learning (ICML), 10-15 June 2019, Long Beach, CA, USA.

Duarte, Amanda, Roldan, Francisco, Tubau, Miquel ORCID: 0000-0003-1971-5797, Escur, Janna, Pascual, Santiago, Salvador, Amaia ORCID: 0000-0002-9908-1685, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Torres, Jordi ORCID: 0000-0003-1963-7418 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2019) WAV2PIX: Speech-conditioned face generation using generative adversarial networks. In: 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 12 -17 May, 2019, Brighton, UK.

Gupta, Rashmi and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Considering manual annotations in dynamic segmentation of multimodal lifelog data. In: ARDUOUS'19 - 3rd International Workshop on Annotation of useR Data for UbiquitOUs Systems, 11-15 Mar 2019, Kyoto, Japan. ISBN 978-1-5386-9151

Azcona, David ORCID: 0000-0003-3693-7906, Arora, Piyush ORCID: 0000-0002-4261-2860, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) user2code2vec: embeddings for profiling students based on distributional representations of source code. In: The 9th International Learning Analytics & Knowledge Conference, LAK 2019, 4-8 Mar, 2019, Tempe, AZ, USA. ISBN 978-1-4503-6256-6/19/03

Assens, Marc, Giró-i-Nieto, Xavier, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) PathGAN: visual scanpath prediction with generative adversarial networks. In: ECCV Workshop on Egocentric Perception, Interaction and Computing (EPIC), 9 Sept 2018, Munich, Germany. ISBN 978-3-030-11020-8

Duane, Aaron ORCID: 0000-0002-9825-1654 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Baseline analysis of a conventional and virtual reality lifelog retrieval system. In: 26th International Conference on Multimedia Modeling - MMM 2020, January 5-8 2020, Daejeon, South Korea. ISBN 978-3-030-37734-2

Basile, Pierpaolo ORCID: 0000-0002-0545-1105, Caputo, Annalina ORCID: 0000-0002-7144-8545, Lawless, Séamus ORCID: 0000-0001-6302-258X and Semeraro, Giovanni ORCID: 0000-0001-6883-1853 (2019) Diachronic analysis of entities by exploiting Wikipedia page revisions. In: Recent Advances in Natural Language Processing, 2-4 Sept 2019, Varna, Bulgaria.

Hassan Awadallah, Ahmed, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Sanderson, Mark and White, Ryen W. (2019) Task Intelligence Workshop @ WSDM 2019. In: 12th ACM International Conference on Web Search and Data Mining, 11-15 Feb 2019, Melbourne, Australia. ISBN 978-1-4503-5940-5

Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin (2019) Improving unsupervised learning with exemplarCNNs. In: Irish Machine Vision and Image Processing conference, 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0

Kerin, Breandán ORCID: 0000-0002-3078-3275, Caputo, Annalina ORCID: 0000-0002-7144-8545 and Lawless, Séamus ORCID: 0000-0001-6302-258X (2019) Temporal word embeddings for dynamic user profiling in Twitter. In: 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 5-6 Dec 2019, Galway, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Graham, Yvette, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Quinn, Sean and Arazo Sánchez, Eric (2018) Exploring the impact of training data bias on automatic generation of video captions. In: 25th International Conference on Multimedia Modeling (MMM2019), 8 - 11 Jan 2019, Thessaloniki, Greece. ISBN 978-3-030-05710-7

Aboud, Edmond and O'Brien, Darragh (2018) Detection of malicious VBA macros using machine learning methods. In: Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6-7 Dec 2018, Dublin, Ireland.

Skehin, Tom, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija (2018) Day ahead forecasting of FAANG stocks using ARIMA, LSTM networks and wavelets. In: The 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 6-7 Dec 2018, Dublin, Ireland.

Yarlapati Ganesh, Naresh, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) A Residual encoder-decoder network for semantic segmentation in autonomous driving scenarios. In: 26th European Signal Processing Conference (EUSIPCO 2018), 3-7 Sept, 2018, Rome, Italy.

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) An interpretable machine vision approach to human activity recognition using photoplethysmograph sensor data. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6 -7 Dec 2018, Dublin, Ireland.

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Yarlapati Ganesh, Naresh, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair (2018) Hand orientation redundancy filter applied to hand-shapes dataset. In: Applications of Intelligent Systems - AAPIS 2019, 7-12 Jan 2019, Las Palmas de Gran Canaria, Spain.. ISBN 978-1-4503-6085-2/19

Quinn, Sean and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2018) Injecting knowledge into deep neural networks. In: Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland.

Wei, Haolin, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Automatic estimation of enjoyment levels during cardiac rehabilitation exercise. In: 3rd International Workshop on Multimedia for Personal Health and Health Care (HealthMedia’18), 22 Oct 2018, Seoul, South Korea. ISBN 978-1-4503-5982-5

Silva, Fabio ORCID: 0000-0001-6019-372X, Bogusevschi, Diana and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2018) Innovative algorithms for prioritised AR/VR content delivery. In: 2018 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 6-8 June 2018, Valencia, Spain.

Duran, Paula Gomez, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Demonstration of an open source framework for qualitative evaluation of CBIR systems. In: ACM Multimedia, 22-26 Oct 2018, Seoul, Republic of Korea. ISBN 978-1-4503-5665-7

Rasoul, Kaljahi and Jennifer, Foster ORCID: 0000-0002-7789-4853 (2018) Sentiment Expression Boundaries in Sentiment Polarity Classification. In: 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, October 31, Brussels, Belgium. ISBN 978-1-948087-80-3

Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, Yarlapati Ganesh, Naresh, Little, Suzanne ORCID: 0000-0003-3281-3471 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) A deep residual architecture for skin lesion segmentation. In: ISIC Skin Image Analysis Workshop and Challenge @ MICCAI 2018, September 20, 2018, Granada, Spain.

Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) An exploratory study on student engagement with adaptive notifications in programming courses. In: European Conference on Technology Enhanced Learning (EC-TEL’18), 3-6 Sept 2018, Leeds, UK. ISBN 9783319985718

Silva, Fabio ORCID: 0000-0001-6019-372X, Bogusevschi, Diana ORCID: 0000-0003-1964-5178 and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2018) A MPTCP-based RTT-aware packet Delivery prioritisation algorithm in AR/VR scenarios. In: 14th International Wireless Communications & Mobile Computing Conference (IWCMC), 25-29 June 2018, Limassol, Cyprus.

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark ORCID: 0000-0002-1329-2570 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2018) Multistep-ahead prediction: a comparison of analytical and algorithmic approaches. In: 20th International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2018, September 3 - 6, 2018, Regensburg, Germany. ISBN 978-3-319-98538-1

Han, Lifeng ORCID: 0000-0002-3221-2185 and Kuang, Shaohui (2018) Incorporating Chinese radicals into neural machine translation: deeper than character level. In: 30th European Summer School in Logic, Language and Information (ESSLLI 2018), 6-17 Aug 2018, Sofia, Bulgaria.

Vance Paredes, Yancy, Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Predictive modelling of student reviewing behaviors in an introductory programming course. In: Educational Data Mining in Computer Science Education (CSEDM) Workshop at Educational Data Mining 2018, 15 - 18 July 2018, Buffalo, New York, US.

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Little, Suzanne ORCID: 0000-0003-3281-3471, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair (2018) A comparison between end-to-end approaches and feature extraction based approaches for Sign Language recognition. In: Image and Vision Computing New Zealand 2017 (IVCNZ), 4-6 Dec 2017, Christchurch, New Zealand.

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) A machine vision approach to human activity recognition using photoplethysmograph sensor data. In: 29th Irish Signals and Systems Conference, 21 - 22 June 2018, Belfast, Northern Ireland. ISBN 987-1-5386-6046-1

Han, Lifeng ORCID: 0000-0002-3221-2185 (2018) Apply Chinese radicals Into neural machine translation/ deeper than character level. In: LPRC 2018: Limerick Postgraduate Research Conference, 24 May 2018, Limerick, Ireland.

Quinn, Sean (2018) Next generation of artificial intelligence: from pattern recognition towards conceptual model building. In: Limerick Postgraduate Research Conference, 24 May 2018, Limerick, Ireland.

Liu, Siyou, Wang, Longyue ORCID: 0000-0002-9062-6183 and Liu, Chao-Hong ORCID: 0000-0002-1235-6026 (2018) Chinese–Portuguese machine translation: a study on building parallel corpora from comparable texts. In: LREC 2018 - 11th International Conference on Language Resources and Evaluation, 7-12 May 2018, Miyazaki, Japan. ISBN 979-10-95546-19-1

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2018) Performance evaluation of a distributed clustering approach for spatial datasets. In: Australasian Conference on Data Mining AusDM 2017, 19-22 Aug 2017, Melbourne, VIC, Australia. ISBN 978-981-13-0291-6

Azcona, David ORCID: 0000-0003-3693-7906, Hsiao, I-Han ORCID: 0000-0002-1888-3951 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) PredictCS: Personalizing Programming learning by leveraging learning analytics. In: International Workshop on Orchestrating Learning Analytics (OrLA): Learning Analytics Adoption at the Classroom Level, 5-9 Mar 2018, Sydney, Australia. ISBN 978-1-4503-6400-3

Ballas, Camille, Marsden, Mark, Zhang, Dian ORCID: 0000-0001-5659-5865, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2018) Performance of video processing at the edge for crowd-monitoring applications. In: 4th IEEE World Forum on Internet of Things (WF-IoT 2018), 5-8 Feb 2018, Singapore. ISBN 978-1-4673-9944-9

Rudinac, Stevan, Chua, Tat-Seng, Diaz-Ferreyra, Nicolas, Friedland, Gerald, Gornostaja, Tatjana, Huet, Benoit, Kaptein, Rianne, Lindén, Krister, Moens, Marie-Francine, Peltonen, Jaakko, Redi, Miriam, Schedl, Markus, Shamma, David A, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Xie, Lexing (2018) Rethinking summarization and storytelling for modern social multimedia. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb, 2018, Bangkok, Thailand.. ISBN 978-3-319-73599-3

Nguyen, Binh T., Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Dang, Tien X., Thai, Phat and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2018) A Deep learning based food recognition system for lifelog images. In: 7th International Conference on Pattern Recognition Applications and Methods, 16-18 Jan, 2018, Funchal, Madeira, Portugal. ISBN 978-989-758-276-9

Dao, Minh-Son, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Kasem, Asem and Tran-The, Hung (2018) HealthyClassroom - a proof-of-concept study for discovering students’ daily moods and classroom emotions to enhance a learning-teaching process using heterogeneous sensors. In: 7th International Conference on Pattern Recognition Applications and Methods, 16 - 18 Jan, 2018, Funchal, Madeira, Portugal. ISBN 978-989-758-276-9

Hu, Feiyan ORCID: 0000-0001-7451-6438 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Image aesthetics and content in selecting memorable keyframes from lifelogs. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb 2018, Bangkok, Thailand.

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2017) Multi-resolution forecast aggregation for time series in agri datasets. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2017), 7-8 Dec 2017, Dublin, Ireland. ISBN ISSN 1613-0073

Healy, Graham ORCID: 0000-0001-6429-6339, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Overview of NTCIR-13 NAILS task. In: The 13th NTCIR (2016 - 2017) Evaluation of Information Access Technologies June 2016 - December 2017 Conference, 5-8 Dec 2017, Tokyo, Japan.

Marsden, Mark, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Fully convolutional crowd counting on highly congested scenes. In: 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 27 Feb - 1 Mar 2017, Porto, Portugal. ISBN 978-989-758-226-4

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Little, Suzanne ORCID: 0000-0003-3281-3471, Ferstl, Ylva, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair ORCID: 0000-0003-0528-3807 (2017) Irish sign language recognition using principal component analysis and convolutional neural networks. In: International Conference on Digital Image Computing: Techniques and Applications (DICTA), 29 Nov - 1 Dec 2017, Sydney, Australia.

Chatbri, Houssem, Oliveira, Marlon ORCID: 0000-0003-0528-3807, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Kameyama, Keisuke, Kwan, Paul, Sutherland, Alistair and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Educational video classification by using a transcript to image transform and supervised learning. In: International Conference on Image Processing Theory, Tools and Applications (IPTA), 28 Nov - 1 Dec 2017, Montreal, Canada. ISBN 978-1-5386-1842-4

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Murphy, Keelin, Boylan, Geraldine B., Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2017) A deep convolutional neural network for brain tissue segmentation in Neonatal MRI. In: The 10th International Conference on Brain Monitoring and Neuroprotection in the Newborn, 5-7 Oct 2017, Killarney, Ireland.

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Dao, Minh-Son, Pham, Quang Nhat Minh and Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213 (2017) A domain-based late-fusion for disaster image retrieval from social media. In: MediaEval 2017 Multimedia Benchmark Workshop, 13-15 Sept 2017, Dublin.

Riegler, Michael, Pogorelov, Konstantin, Halvorsen, Pål, Griwodz, Carsten, Lange, Thomas, Randel, Kristin, Eskeland, Sigrun, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Lux, Mathias and Spampinato, Concetto (2017) Multimedia for medicine: the medico task at MediaEval 2017. In: MediaEval 2017 Multimedia Benchmark Workshop, 13-15 Sept 2017, Dublin.

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Using WiFi technology to identify student activity within a bounded environment. In: EC-TEL 2017, 11-15 Sep 2017, Tallinn, Estonia.

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734 (2017) Single inertial sensor for local muscular endurance (LME) exercise detection. In: Insight Student Conference 2017, 8 Sept 2017, Cork, Ireland.

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Azcona, David ORCID: 0000-0003-3693-7906 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Targeting at-risk students using engagement and effort predictors in an introductory computer programming course. In: The 12th. European Conference on Technology-Enhanced Learning (EC-TEL), 12-15 Sept 2017, Tallinn, Estonia. ISBN 978-3-319-66610-5

Calixto, Iacer, Dutta Chowdhury, Koel and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) DCU System Report on the WMT 2017 Multi-modal Machine Translation Task. In: Second Conference on Machine Translation, 7-11 Sept 2017, Copenhagen, Denmark.

Pan, Junting, Sayrol, Elisa, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, Canton Ferrer, Cristian, Torres, Jordi, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) SalGAN: visual saliency prediction with generative adversarial networks. In: CVPR SUNw: Scene Understanding Workshop 2017, July 26, 2017, Hawaii.

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Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Applications of data analytics: three data-driven reminiscence therapy deployments. In: Technology and Dementia Preconference at the Alzheimer's Associated International Conference, 15 July, 2017, London, UK.

Castilho, Sheila ORCID: 0000-0002-8416-6555, Gaspari, Federico ORCID: 0000-0003-3808-8418, Moorkens, Joss ORCID: 0000-0003-4864-5986 and Way, Andy ORCID: 0000-0001-5736-5930 (2017) Integrating machine translation into MOOCS. In: EDULEARN17, 3-5 July 2017, Barcelona, Spain. ISBN 978-84-697-3777-4

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Andrearczyk, Vincent and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2017) Deep learning for biomedical texture image analysis. In: Irish Machine Vision and Image Processing Conference 2017, 30 Aug - 1 Sept 2017, Maynooth, Ireland. ISBN 978-0-9934207-2-6

O'Donoghue, Jim, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2017) Detecting feature interactions in agricultural trade data using a deep neural network. In: Big Data Analytics and Knowledge Discovery - DaWaK 2017, 28 - 31 Aug, 2017, Lyon, France. ISBN 978-3-319-64282-6

Lynn, Teresa, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Dras, Mark (2017) Morphological features of the Irish universal dependency treebank. In: 15th International Workshop on Treebanks and Linguistic Theories (TLT15), 20-21 Jan 2017, Bloomington, IN, USA.

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Hennessy, Ciarán and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Profiling, assessing and matching personalities active in social media. In: Irish Conference on Artificial Intelligence and Cognitive Science, 20-21 Sept 2016, UCD, Dublin.

Prabhu, Ghanashyama ORCID: 0000-0003-2836-9734, Ahmadi, Amin, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) Feature Extraction using PCA on Wearable Multimodal Wireless Sensor Data in Human Activity Recognition (HAR). In: Insight Student Conference 2016, 14 Sept 2016, Helix, Dublin City University.

Krish,, Ram P. and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2016) Visual speech encoding based on facial landmark registration. In: Irish Machine Vision & Image Processing Conference 2016, 25-26 Aug 2016, Galway, Ireland. ISBN 978-0-9934207-1-9

Trichet, Remi and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2016) A flexible ensemble-SVM for computer vision tasks. In: 13th IEEE International Conference on Advanced Video and Signal-Based Surveillance,, 23 Aug 2016, Colorado Springs, CO.. ISBN 978-1-5090-3811-4

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Hasanuzzaman, Mohammed ORCID: 0000-0003-1838-0091, Dias, Gaël, Ferrari, Stéphane, Mathet, Yann and Way, Andy ORCID: 0000-0001-5736-5930 (2016) Identifying temporality of word senses based on minimum cuts. In: CoNLL 2016:The SIGNLL Conference on Computational Natural Language Learning, 11-12 Aug 2016, Berlin, Germany. ISBN 978-1-945626-19-7

Pan, Junting, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Sayrol, Elisa, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2016) Shallow and deep convolutional networks for saliency prediction. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 26 Jun 2016, Las Vegas, NV..

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Vanmassenhove, Eva ORCID: 0000-0003-1162-820X, Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2016) Improving subject-verb agreement in SMT. In: Fifth Workshop on Hybrid Approaches to Translation (HyTra), 1 June 2016, Riga, Latvia.

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Using data analytics to predict peer-group effects on student exam results. In: Ireland International Conference on Education (IICE), 24-27 April 2016, Dublin, Ireland.

Li, Na, Crane, Martin ORCID: 0000-0001-7598-3126, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Ruskin, Heather J. (2016) Finding motifs in larger personal lifelogs. In: 7th Augmented Human International Conference 2016, 25-26 Feb 2016, Geneva, Switzerland. ISBN 978-1-4503-3680-2

Qiu, Zhengwei, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Evaluating access mechanisms for multimodal representations of lifelogs. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan, 2016, Miami, FA.. ISBN 978-3-319-27673-1

Ye, TengQi, Wang, Tianchun, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Guo, Yu and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2016) Learning multiple views with orthogonal denoising autoencoders. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan 2016, Miami, FA.. ISBN 978-3-319-27673-1

Wang, Tianchun, Ye, TengQi and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2016) Transfer nonnegative matrix factorization for image representation. In: The 22nd International Conference on Multimedia Modelling (MMM'16), 4-6 Jan 2016, Miami, FL.. ISBN 978-3-319-27673-1

Zhou, Jiang ORCID: 0000-0002-3067-8512, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Albatal, Rami ORCID: 0000-0002-9269-8578 (2016) Applying visual user interest profiles for recommendation & personalisation. In: MMM 2016 - The 22nd International Conference on Multimedia Modeling, 4-6 Jan 2016, Miami, FL.. ISBN 978-3-319-27673-1

Du, Jinhua ORCID: 0000-0002-3267-4881, Ankit, Srivastava, Way, Andy ORCID: 0000-0001-5736-5930, Maldonado Guerra, Alfredo ORCID: 0000-0001-8426-5249 and Lewis, David ORCID: 0000-0002-3503-4644 (2015) An empirical study of segment prioritization for incrementally retrained post-editing-based SMT. In: The Fifteenth MT Summit Conference, 30 Oct-3 Nov 2015, Miami, FL, USA.

O'Donoghue, Jim and Roantree, Mark (2015) Exploring variable interactions with restricted Boltzmann machines. In: Insight Student Conference 2015, 30 Oct 2015, NUIG, Galway, Ireland.

Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2015) Predicting peer group effects on University exam results. In: EventInsight Student Conference (INSIGHT-SC 2015), 30 Oct 2015, NUIG, Galway, Ireland.

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Bicici, Ergun, Liu, Qun and Way, Andy ORCID: 0000-0001-5736-5930 (2015) Referential translation machines for predicting translation quality and related statistics. In: EMNLP 2015 10th Workshop on Statistical Machine Translation, 17-18 Sept 2015, Lisbon, Portugal.

Jargalsaikhan, Iveel, Little, Suzanne ORCID: 0000-0003-3281-3471, Trichet, Remi and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2015) Action recognition in video using a spatial-temporal graph-based feature representation. In: 12th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS2015), 25-26 Aug 2015, Karlsruhe, Germany.

O'Donoghue, Jim, Roantree, Mark and van Boxtel, Martin (2015) A configurable deep network for high-dimensional clinical trial data. In: International Joint Conference on Neural Networks (IJCNN 2015), 12-17 July 2015, Killarney, Ireland. ISBN 978-1-4799-1960-4

O'Donoghue, Jim and Roantree, Mark (2015) A framework for selecting deep learning hyper-parameters. In: 30th British International Conference on Databases, 6--8 July 2015, Edinburgh, Scotland. ISBN 978-3-319-20423-9

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Kuijk, Fons, Apostolakis, Konstantinos, Daras, Petros ORCID: 0000-0003-3814-6710, Ravenet, Brian, Wei, Haolin and Monaghan, David ORCID: 0000-0002-5169-9902 (2015) Autonomous agents and avatars in REVERIE’s virtual environment. In: Web3d 2015 - 20th International Conference on 3D Web Technology, 18-21 June 2015, Crete, Greece. ISBN 978-1-4503-3647-5

Mitchell, Edmond, Ahmadi, Amin, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Richter, Chris, Farrell, Evan and Moran, Kieran ORCID: 0000-0003-2015-8967 (2015) Automatically detecting asymmetric running using time and frequency domain features. In: 12th Annual Body Sensor Networks Conference 2015, 9-12 June 2015, MIT Media Lab, Boston.

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Bicici, Ergun (2015) RTM-DCU: Predicting semantic similarity with referential translation machines. In: SemEval-2015: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, 4-5 June 2015, Denver, CO. USA.

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O'Donoghue, Jim and Roantree, Mark (2014) Deep learning for high dimensional and sparse clinical study data. In: Insight Student Conference 2014, 12 Sept 2014, Univrsity College Dublin.

Daly, Andrew and Monaghan, David (2014) Low cost motion capture integrated into home based serious games. In: The Insight Student Conference, 12 Sept 2014, UCD, Dublin, Ireland.

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Gowing, Marc, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2014) Multimodal human motion capture and synthesis. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Moynagh, Brian, Ye, TengQi, Albatal, Rami ORCID: 0000-0002-9269-8578 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2014) Negative faceblurring: a privacy-by-design approach to visual lifelogging with Google Glass. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Smyth, Sinéad ORCID: 0000-0002-8736-0505, Corrigan, Owen ORCID: 0000-0002-1840-982X, Brennan, John and Egan, Ely (2014) Predicting “At Risk” students from log data. In: Insight Student Conference (INSIGHT-SC 2014), 12 Sept 2014, UCD, Dublin, Ireland.

Moynagh, Brian, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Albatal, Rami ORCID: 0000-0002-9269-8578 and Ye, TengQi (2014) Real-time behavioural analysis using google glass. In: Measuring Behavior 2014, 27-29 Aug, Wageningen - The Netherlands.

Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Hu, Feiyan ORCID: 0000-0001-7451-6438 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Formulating queries for collecting training examples in visual concept classification. In: Workshop on Vision and Language 2014 (VL'14), 23 Aug 2014, Dublin, Ireland.

Bicici, Ergun and Way, Andy ORCID: 0000-0001-5736-5930 (2014) RTM-DCU: referential translation machines for semantic similarity. In: SemEval-2014: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, 23-24 Aug 2014, DCU, Dublin, Ireland.

Bicici, Ergun and Way, Andy ORCID: 0000-0001-5736-5930 (2014) Referential translation machines for predicting translation quality. In: ACL 2014 9th workshop on statistical machine translation, 26-27 June 2014, Baltimore, USA.

Donnelly, Neil, Irving, Kate and Roantree, Mark (2014) Cooperation across multiple healthcare clinics on the cloud. In: 14th IFIP International Conference, 3-6 Jun 2014, Berlin, Germany.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Douze, Matthijs, Kemman, Max, Kleppe, Martijn, van der Kreeft, Peggy, Macquarrie, Kay, Ozerov, Alexey, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, de Jong, Franciska, Zisserman, Andrew, Schmid, Cordelia and Perez, Patrick (2014) The AXES research video search system. In: IEEE ICASSP - International Conference on Acoustics, Speech and Signal Processing, 4-9 May 2014, Florence, Italy.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Remote monitoring of our environment: A data fusion problem. In: International Workshop on Environmental Multimedia Retrieval 2014 EMR 2014, April 1st, Glasgow, UK. In Conjunction with ACM Conference on Multimedia Retrieval (ICMR) 2014, 1 Apr 2014, Glasgow, Scotland.

Albatal, Rami ORCID: 0000-0002-9269-8578 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2014) Empirical exploration of extreme SVM-RBF parameter values for visual object classification. In: MMM 2014, The 20th Anniversary International Conference on MultiMedia Modeling, 6-10 Jan 2014, Dublin, Ireland. ISBN DOI: 10.1007%2F978-3-319-04117-9_28

Scott, David, Zhang, Zhenxing, Albatal, Rami ORCID: 0000-0002-9269-8578, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Acar, Esra, Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Gurrin, Cathal ORCID: 0000-0003-2903-3968, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2014) Audio-visual classification video browser. In: 20th Anniversary International Conference on MultiMedia Modeling, MMM 2014, Dublin, Ireland, 6-10 Jan 2014.

Sîrbu, Alina, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. ORCID: 0000-0001-7101-2242 (2013) EGIA–evolutionary optimisation of gene regulatory networks, an integrative approach. In: 5th Workshop on Complex Networks - CompleNet 2014, 12-14 Mar 2014, Bologna, Italy. ISBN 978-3-319-05400-1

Little, Suzanne ORCID: 0000-0003-3281-3471, Jargalsaikhan, Iveel, Albatal, Rami ORCID: 0000-0002-9269-8578, Direkoglu, Cem, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Clawson, Kathy, Jing, Min, Scotney, Bryan, Wang, Hui, Li, Jun, Nieto, Marcos, Ortega, Juan Diego, Rodriguez, Aitor, Aramburu, Inigo and Kafetzakis, Emmanouil (2013) SAVASA project @ TRECVid 2013: semantic indexing and interactive surveillance event detection. In: Text REtrieval Conference Video (TRECVid) Workshop, 20-22 Nov 2013, Gaithersburg, Md..

Aly, Robin, Arandjelovic, Relja, Chatfield, Ken, Douze, Matthijs, Fernando, Basura, Harchaoui, Zaid, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Oneata, Dan, Parkhi, Omkar M., Potapov, Danila, Revaud, Jérôme, Schmid, Cordelia, Schwenninger, Jochen, Scott, David, Tuytelaars, Tinne, Verbeek, Jakob, Wang, Heng and Zisserman, Andrew (2013) The AXES submissions at TrecVid 2013. In: TRECVid 2013, 20-22 Nov 2013, Gaithersburg, Maryland, USA.

Le Roux, Joseph, Rozenknop, Antoine and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2013) Combining PCFG-LA models with dual decomposition: a case study with function labels and binarization. In: International Conference on Empirical Methods in Natural Language Processing, 18-21 Oct 2013, Seattle, WA..

Seddah, Djamé, Tsarfaty, Reut, Kübler, Sandra, Candito, Marie, Choi, Jinho, Farkas, Richard, Foster, Jennifer ORCID: 0000-0002-7789-4853, Goenaga, Iakes, Gojenola, Koldo, Goldberg, Yoav, Green, Spence, Habash, Nizar, Kuhlmann, Marco, Maier, Wolfgang, Nivre, Joakim, Przepiórkowski, Adam, Roth, Ryan, Seeker, Wolfgang, Versley, Yannick, Vincze, Veronika, Wolinski, Marcin, Wróblewska, Alina and Villemonte de la Clérgerie, Eric (2013) Overview of the SPMRL 2013 shared task: cross-framework evaluation of parsing morphologically rich languages. In: Fourth Workshop on Statistical Parsing of Morphologically Rich Languages, 18 Oct 2013, Seattle, WA..

Kaljahi, Rasoul Samed Zadeh, Foster, Jennifer ORCID: 0000-0002-7789-4853, Rubino, Raphael, Roturier, Johann and Hollowood, Fred (2013) Parser accuracy in quality estimation of machine translation: a tree kernel approach. In: International Joint Conference on Natural Language Processing (IJCNLP), 14-18 Oct 2013, Nagoya, Japan.

Rubino, Raphael, de Souza, Jose, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Specia, Lucia (2013) Topic models for translation quality estimation for gisting purposes. In: MT Summit XIV, 2-6 Sept. 2013, Nice, France.

Bicici, Ergun (2013) Referential translation machines for quality estimation. In: ACL 2013 8th workshop on statistical machine translation, 8-9 Aug 2013, Sofia, Bulgaria.

Wei, Haolin, Scanlon, Patricia, Li, Yingbo, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2013) Real-time head nod and shake detection for continuous human affect recognition. In: Image Analysis for Multimedia Interactive Services (WIAMIS), 2013, 3-5 July 2013, Paris, France.

Kuijk, Fons, Van Broeck, Sigurd, Dareau, Claude, Ravenet, Brian, Ochs, Magalie, Apostolakis, Konstantinos, Daras, Petros ORCID: 0000-0003-3814-6710, Monaghan, David, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Wall, Julie and Izquierdo, Ebroul ORCID: 0000-0002-7142-3970 (2013) A framework for human-like behavior in an immersive virtual world. In: DSP 2013 18th International Conference on Digital Signal Processing, 1-3 Jul 2013, Santorini, Greece.

Guo, Jinlin, Qiu, Zhengwei and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2013) Exploring the optimal visual vocabulary sizes for semantic concept detection. In: 11th International Workshop on Content-Based Multimedia Indexing, 17-19 June 2013, Veszprém, Hungary.

Bicici, Ergun ORCID: 0000-0002-2293-2031 and van Genabith, Josef ORCID: 0000-0003-1322-7944 (2013) CNGL: Grading student answers by acts of translation. In: SEMEVAL, 14-15 Jun 2013, Atlanta, Georgia.

Bicici, Ergun ORCID: 0000-0002-2293-2031 and van Genabith, Josef ORCID: 0000-0003-1322-7944 (2013) CNGL-CORE: Referential translation machines for measuring semantic similarity. In: *SEM, 13-14 Jun 2013, Atlanta, Georgia.

Bakliwal, Akshat, Foster, Jennifer ORCID: 0000-0002-7789-4853, van der Puil, Jennifer, O'Brien, Ron, Tounsi, Lamia and Hughes, Mark (2013) Sentiment analysis of political tweets: towards an accurate classifier. In: NAACL Workshop on Language Analysis in Social Media, 13 June 2013, Atlanta, GA..

Guo, Jinlin, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Lao, Songyang (2013) Who created this video clip, amateur or professional? In: International Conference on Multimedia Retrieval, 16-19 Apr 2013, Dallas, TX..

Zhou, Lijuan Marissa, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Qiu, Zhengwei (2013) ZhiWo: Activity tagging and recognizing system from personal lifelogs. In: 2013 ACM International Conference on Multimedia Retrieval, 16-19 Apr, 2013, Dallas, TX.

Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Ghita, Ovidiu and Whelan, Paul F. ORCID: 0000-0001-9230-7656 (2013) Unsupervised segmentation of mitochondria using model-based spectral clustering. In: BioPIC 2013 BioPhotonics and Imagining Conference, 25-27 Mar 2013, Dublin, Ireland.

Aly, Robin, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Chen, Shu, O'Connor, Noel E. ORCID: 0000-0001-9253-0313, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Zisserman, Andrew, Fernando, Basura, Tuytelaars, Tinne, Oneata, Dan, Douze, Matthijs, Revaud, Jérôme, Schwenninger, Jochen, Potapov, Danila, Wang, Heng, Harchaoui, Zaid, Verbeek, Jakob and Schmid, Cordelia (2012) AXES at TRECVID 2012: KIS, INS, and MED. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, Maryland, USA.

Jinlin, Guo, Zheng, Xing, Scott, David, Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Albatal, Rami ORCID: 0000-0002-9269-8578, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) TRECVid 2012 experiments at Dublin City University. In: TRECVid 2012, 26-28 Nov 2012, Gaithersburg, MD.

Little, Suzanne ORCID: 0000-0003-3281-3471, Jargalsaikhan, Iveel, Clawson, Kathy, Li, Hao, Nieto, Marcos, Direkoglu, Cem, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Rodriguez, Aitor, Sanchez, Pedro, Villarroel Peniza, Karina, Martínez Llorens, Ana, Giménez, Roberto, Santos de la Cámara, Raúl and Mereu, Anna (2012) SAVASA project @ TRECVID 2012: interactive surveillance event detection. In: Text REtrieval Conference Video (TRECVid) Workshop, 26-28 Nov 2012 , Gaithersburg, Maryland, USA.

Guo, Jinlin and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2012) Short user-generated videos classification using accompanied audio categories. In: AMVA’12, 2 Nov. 2012, Nara, Japan. ISBN 978-1-4503-1585-2

Kaljahi, Rasoul Samed Zadeh, Rubino, Raphael, Roturier, Johann and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2012) A detailed analysis of phrase-based and syntax-based machine translation: the search for systematic differences. In: AMTA, 28 Oct - 1 Nov 2012, San Diego, CA.

Hughes, Mark, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2012) A study into annotation ranking metrics in geo-tagged image corpora. In: 10th International Workshop on Adaptive Multimedia Retrieval (AMR 2012), 24-25 Oct 2012, Copenhagen, Denmark.

Li, Haoxuan, Scaife, Ronan and O'Brien, Darragh (2012) Automatic LF-model fitting to the glottal source waveform by extended Kalman filtering. In: 20th European Signal Processing Conference (EUSIPCO 2012), 27-31 Aug 2012, Bucharest, Romania. ISBN 978-1-4673-1068-0

Li, Haoxuan, O'Brien, Darragh and Scaife, Ronan (2012) Robust tracking of glottal LF-model parameters by multi-estimate fusion. In: 20th European Signal Processing Conference (EUSIPCO 2012), 27-31 Aug 2012, Bucharest, Romania. ISBN 978-1-4673-1068-0

Tu, Zhaopeng, He, Yifan, Foster, Jennifer ORCID: 0000-0002-7789-4853, van Genabith, Josef ORCID: 0000-0003-1322-7944, Liu, Qun and Shouxun, Lin (2012) Identifying high-impact sub-structures for convolution kernels in document-level sentiment classification. In: Annual Meeting of the Association for Computational Linguistics (ACL 2012), 9-11 Jul 2012, Jelu, Korea.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) Sensor data streams from smart metering. In: CIICT: Symposium on Energy Efficiency and ICT, 5-6 July 2012, Dublin, Ireland.

Guo, Jinlin, Scott, David, Hopfgartner, Frank ORCID: 0000-0003-0380-6088 and Gurrin, Cathal ORCID: 0000-0003-0380-6088 (2012) Detecting complex events in user-generated video using concept classifiers. In: 10th Workshop on Content-Based Multimedia Indexing, 27-29 Jun 2012, Annecy, France.

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) An evaluation of the role of sentiment in second screen microblog search tasks. In: 6th International AAAI Conference on Weblogs and Social Media (ICWSM12), 4 Jun 2012, Dublin, Ireland.

Li, Haoxuan, Scaife, Ronan and O'Brien, Darragh (2012) Comparison of time- and frequency-domain based LF-model fitting methods for voice source parametrisation. In: Irish Signals and Systems Conference, 28-29 June 2012, Maynooth, Ireland. ISBN 9781629935867

Hughes, Mark, Newman, Eamonn, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2012) A lifelogging approach to automated market research. In: SenseCam Symposium 2012, 3-4 April 2012, Oxford, UK.

McGuinness, Kevin ORCID: 0000-0003-1336-6477, Aly, Robin, Chen, Shu, Frappier, Mathieu, Martijn, Kleppe, Lee, Hyowon ORCID: 0000-0003-4395-7702, Ordelman, Roeland, Arandjelovic, Relja, Juneja, Mayank, Jawahar, C. V., Vedaldi, Andrea, Schwenninger, Jochen, Tschopel, Sebastian, Schneider, Daniel, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zisserman, Andrew, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Beunders, Henri (2011) AXES at TRECVid 2011. In: TRECVid Workshop, 5-7 Dec 2011, Gaithersburg, MD, USA.

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2011) On using Twitter to monitor political sentiment and predict election results. In: Sentiment Analysis where AI meets Psychology (SAAIP) Workshop at the International Joint Conference for Natural Language Processing (IJCNLP), 13th November 2011, Chiang Mai, Thailand.

Connaghan, Damien, Kelly, Philip and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2011) Multi-sensor classification of tennis strokes. In: IEEE Sensors 2011, 28-31 Oct, Limerick, Ireland.

Guo, Jinlin, Foley, Colum, Gurrin, Cathal ORCID: 0000-0002-5023-4089 and Lao, Songyang (2011) Semantic concept detection in imbalanced datasets based on different under-sampling strategies. In: International Conference on Multimedia and Expo (ICME) 2011, 11-15 July 2011, Barcelona, Spain.

O'Connor, Edel, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2011) A multi-modal event detection system for river and coastal marine monitoring applications. In: IEE Oceans '11, 6-9 June 2011, Santander, Spain. ISBN 978-1-4577-0086-6

Li, Haoxuan, Scaife, Ronan and O'Brien, Darragh (2011) LF model based glottal source parameter estimation by extended Kalman filtering. In: Irish Signals and Systems Conference (ISSC 2011), 23-24 June 2011, Dublin, Ireland.

Foley, Colum, Guo, Jinlin, Scott, David, Ferguson, Paul, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) TRECVid 2010 experiments at Dublin City University. In: TRECVid 2010, 15-17 Nov 2010, Gaithersburg, Maryland.

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Classifying sentiment in microblogs: is brevity an advantage? In: CIKM 2010 - 19th International Conference on Information and Knowledge Management, 26-30 October 2010, Toronto, Canada. ISBN 978-1-4503-0099-5

Doherty, Aiden R. ORCID: 0000-0003-1840-0451, Qiu, Zhengwei, Foley, Colum, Lee, Hyowon ORCID: 0000-0003-4395-7702, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Green multimedia: informing people of their carbon footprint through two simple sensors. In: ACM Multimedia 2010, 25-29 October 2010, Florence, Italy. ISBN 978-1-60558-933-6

Doherty, Aiden R. ORCID: 0000-0003-1840-0451 (2010) AAL research. Creating the future technologies in Ireland – challenges and realities. In: Collaborative Networks in Ambient Assisted Living and Connected Health, 2-3 September 2010, Dundalk, Ireland.

Redzic, Milan ORCID: 0000-0003-2184-8273, Ó Conaire, Ciarán, Brennan, Conor ORCID: 0000-0002-0405-3869 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2010) Multimodal identiﬁcation of journeys. In: IMPRESS 2010 - 1st International Workshop on Interactive Multimodal, Pattern Recognition in Embedded Systems in conjunction with DEXA 2010, 1 September 2010, Bilbao, Spain. ISBN 978-1-4244-8049-4

Over, Paul, Awad, George M., Fiscus, Jon, Michel, Martial, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Kraaij, Wessel (2010) TRECVID 2009 - goals, tasks, data, evaluation mechanisms and metrics. In: TRECVid Workshop 2009, 16-17 November 2009, Gaithersburg, MD, USA.

Bermingham, Adam and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Crowdsourced real-world sensing: sentiment analysis and the real-time web. In: AICS 2010 - Sentiment Analysis Workshop at Artificial Intelligence and Cognitive Science, 30 August - 1 September 2010, Galway, Ireland.

Kuklyte, Jogile, Kelly, Philip, Ó Conaire, Ciarán, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Xu, Li-Qun (2009) Anti-social behavior detection in audio-visual surveillance systems. In: PRAI*HBA - The Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis, 9-11 December 2009, Reggio Emilia, Italy.

Ferguson, Paul, O'Hare, Neil, Davy, Michael, Bermingham, Adam, Sheridan, Páraic, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2009) Exploring the use of paragraph-level annotations for sentiment analysis of financial blogs. In: WOMAS 2009 - Workshop on Opinion Mining and Sentiment Analysis, 13 November 2009, Seville, Spain.

O'Hare, Neil, Davy, Michael, Bermingham, Adam, Ferguson, Paul, Sheridan, Páraic, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2009) Topic-dependent sentiment analysis of financial blogs. In: TSA 2009 - 1st International CIKM Workshop on Topic-Sentiment Analysis for Mass Opinion Measurement, 6 November 2009, Hong Kong, China. ISBN 978-1-60558-805-6

Fatemi, Nastaran, Poulin, Florian, Raileany, Laura E. and Smeaton, Alan F. (2009) Using association rule mining to enrich semantic concepts for video retrieval. In: KDIR 2009 - International Conference on Knowledge Discovery and Information Retieval, 6-8 October, 2009, Madeira, Portugal.

Redzic, Milan ORCID: 0000-0003-2184-8273, Ó Conaire, Ciarán, Brennan, Conor ORCID: 0000-0002-0405-3869 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2009) A hybrid method for indoor user localisation. In: EuroSSC 2009 - 4th European Conference on Smart Sensing and Context, 16-18 Sept 2009, Guildford, UK.

O'Connor, Edel, Ó Conaire, Ciarán, Smeaton, Alan F., O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Diamond, Dermot ORCID: 0000-0003-2944-4839 (2009) River water-level estimation using visual sensing. In: EuroSSC 2009 - 4th European Conference on Smart Sensing and Context, 16-18 Sept 2009, Guildford, UK.

Bermingham, Adam and Smeaton, Alan F. (2009) A study of inter-annotator agreement for opinion retrieval. In: SIGIR 2009 - The 32nd Annual ACM SIGIR Conference, 20-22 July 2009, Boston, USA. ISBN 978-1-60558-483-6

Ó Conaire, Ciarán, Fogarty, Keith, Brennan, Conor ORCID: 0000-0002-0405-3869 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2008) User localisation using visual sensing and RF signal strength. In: ImageSense 2008, 4 November 2008, Raleigh, North Carolina, USA.

Bermingham, Adam, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Foster, Jennifer ORCID: 0000-0002-7789-4853 and Hogan, Deirdre (2008) DCU at the TREC 2008 Blog Track. In: TREC 2008 - Text REtrieval Conference, Gaithersburg, MD.

Hearne, Mary, Ozdowska, Sylwia and Tinsley, John (2008) Comparing constituency and dependency representations for SMT phrase-extraction. In: TALN 2008 - la 15éme Conférence Annuelle sur le Traitement Automatique des Langues Naturelles, 9-13 June 2008, Avignon, France.

Cowley-Cunningham, Michelle ORCID: 0000-0002-1997-6009 (2006) The Relevance of Intent to Human-Android Strategic Interaction and Artificial Consciousness. In: IEEE ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication, 06-08 Sept 2006, Hatfield, UK.

Chrupała, Grzegorz (2006) Simple data-driven context-sensitive lemmatization. In: SEPLN 2006, 13-15 September 2006, Zaragoza, Spain.

Chrupała, Grzegorz and van Genabith, Josef (2006) Using machine-learning to assign function labels to parser output for Spanish. In: COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 17-21 July 2006, Sydney, Australia.

Book Section

Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Moran, Kieran ORCID: 0000-0003-2015-8967 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2020) Feature learning to automatically assess radiographic knee osteoarthritis severity. In: Nanni, Loris, Brahnam, Sheryl, Brattin, Rick, Ghidoni, Stefano and Jain, Lakhmi, (eds.) Deep Learners and Deep Learner Descriptors for Medical Applications. Intelligent Systems Reference Library (ISRL), 186 . Springer, 9 -93. ISBN 978-3-030-42750-4

Ramos de Assis Neto, Silvano, Leoni Santos, Guto, da Silva Rocha, Elisson ORCID: 0000-0002-7742-2995, Bendechache, Malika ORCID: 0000-0003-0069-1860, Rosati, Pierangelo ORCID: 0000-0002-6070-0426, Lynn, Theo ORCID: 0000-0001-9284-7580 and Takako Endo, Patricia ORCID: 0000-0002-9163-5583 (2020) Detecting human Activities Based on a multimodal sensor data set using a bidirectional long short-term memory model: a case study. In: Ponce, Hiram ORCID: 0000-0002-6559-7501, Martínez-Villaseñor, Lourdes ORCID: 0000-0002-9038-7821, Brieva, Jorge ORCID: 0000-0002-5430-8778 and Moya-Albor, Ernesto ORCID: 0000-0002-9637-786X, (eds.) Challenges and Trends in Multimodal Fall Detection for Healthcare. Studies in Systems, Decision and Control (SSDC), 273 . Springer, pp. 31-51. ISBN 978-3-030-38747-1

Moreau, Erwan, Alsulaimani, Ashjan, Maldonado, Alfredo ORCID: 0000-0001-8426-5249, Han, Lifeng, Vogel, Carl ORCID: 0000-0001-8928-8546 and Dutta Chowdhury, Koel (2018) Semantic reranking of CRF label sequences for verbal multiword expression identification. In: Markantonatou, Stella, Ramisch, Carlos ORCID: 0000-0001-7466-9039, Savary, Agata and Vincze, Veronika ORCID: 0000-0002-9844-2194, (eds.) Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop. Language Science Press, Berlin, pp. 177-207. ISBN 978-3-96110-124-5

Wang, Peng, Sun, Lifeng, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Yang, Shiqiang (2018) Computer vision for lifelogging. In: Marco, Leo and Farinella, Giovanni Maria, (eds.) Computer Vision for Assistive Healthcare. A volume in Computer Vision and Pattern Recognition . Academic Press, pp. 249-282. ISBN 9780128134467

Kapela, Rafal, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Świetlicka, Aleksandra and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2015) Real-time event detection in field sport videos. In: Computer Vision in Sports. Advances in Computer Vision and Pattern Recognition . Springer, pp. 293-316. ISBN 978-3-319-09395-6

Hopfgartner, Frank ORCID: 0000-0003-0380-6088, Yang, Yang, Zhou, Lijuan Marissa and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2013) User Interaction Templates for the Design of Lifelogging Systems. In: Hussein, Tim, Paulheim, Heiko, Lukosch, Stephen and Ziegler, Jurgen, (eds.) Semantic Models for Adaptive Interactive Systems. Springer London, pp. 187-204. ISBN 978-1-4471-5300-9

Monograph

Foster, Jennifer ORCID: 0000-0002-7789-4853, Hearst, Marti, Nivre, Joakim ORCID: 0000-0002-7873-3971 and Zhao, Shiqi (2017) Report on ACL survey on preprint publishing and reviewing. Policy Report. Association for Computational Linguistics (ACL).