Article

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, Xie, Guodong, Brennan, Rob ORCID: 0000-0001-8236-362X, Trestian, Ramona, Celeste, Edoardo, Kapanova, Kristina, Jayasekera, Evgeniia and Tal, Irina (2021) Public attitudes towards privacy in COVID-19 times in the Republic of Ireland: a pilot study. Information Security Journal . 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

Trestian, Ramona ORCID: 0000-0003-3315-3081, Xie, Guodong, Lohar, Pintu, Celeste, Edoardo, Bendechache, Malika ORCID: 0000-0003-0069-1860, Brennan, Rob ORCID: 0000-0001-8236-362X, Jayasekera, Evgeniia, Connolly, Regina ORCID: 0000-0003-3196-2889 and Tal, Irina (2021) Privacy in a Time of Covid-19: How concerned are you? IEEE Security & Privacy . ISSN 1540-7993

Murn, Luka ORCID: 0000-0001-9041-647X, Blasi, Saverio, Smeaton, Alan 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 . ISSN 2644-1322

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

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

Hussey, Pamela ORCID: 0000-0003-2840-9361, Das, Subhashis ORCID: 0000-0001-9663-9009, Farrell, Sharon, Ledger, Lorraine and Spencer, Anne (2021) A knowledge graph to understand nursing big data: case example for guidance. A Knowledge Graph to Understand Nursing Big Data: Case Example for Guidance*, 53 (3). pp. 323-332. ISSN 1547-5069

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

Gu, Yingqi ORCID: 0000-0001-5807-6102 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2021) A fair and privacy-aware EV discharging strategy using decentralized whale optimization algorithm for minimizing cost of EVs and the EV aggregator. IEEE System Journal . ISSN 1932-8184

Liu, Mingming ORCID: 0000-0002-8988-2104, Cheng, Long ORCID: 0000-0003-1638-059X, Gu, Yingqi ORCID: 0000-0001-5807-6102, Wang, Ying, Liu, Qingzhi and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) MPC-CSAS: multi-party computation for real-time privacy-preserving speed advisory systems. IEEE Transactions on Intelligent Transportation Systems . ISSN 1524-9050

Bannister, Frank and Connolly, Regina ORCID: 0000-0003-3196-2889 (2020) Administration by algorithm: a risk management framework. Information Polity, 25 (4). pp. 471-490. ISSN 1570-1255

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

Costa, Joao Pita ORCID: 0000-0001-5745-1302, Grobelnik, Marko ORCID: 0000-0002-5179-415X, Fuart, Flavio, Stopar, Luka, Epelde, Gorka ORCID: 0000-0002-5179-415X, Fischaber, Scott, Poliwoda, Piotr, Rankin, Debbie, Wallace, Jonathan ORCID: 0000-0002-8415-4001, Black, Michaela, Bond, Raymond ORCID: 0000-0002-1078-2232, Mulvenna, Maurice ORCID: 0000-0002-1554-0785, Weston, Dale, Carlin, Paul, Bilbao, Roberto ORCID: 0000-0002-1199-0420, Nikolic, Gorana, Shi, Xi, De Moor, Bart ORCID: 0000-0003-3908-7150, Pikkarainen, Minna, Pääkkönen, Jarmo ORCID: 0000-0002-7555-4134, Staines, Anthony ORCID: 0000-0001-9161-1357, Connolly, Regina ORCID: 0000-0003-3196-2889 and Davis, Paul (2020) Meaningful big data integration for a global COVID-19 strategy. IEEE Computational Intelligence Magazine, 15 (4). pp. 51-61. ISSN 1556-603X

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

Moorkens, Joss ORCID: 0000-0003-0766-0071 (2020) “A tiny cog in a large machine”: Digital Taylorism in the Translation Industry. Translation Spaces, 9 (1). pp. 12-34. ISSN 2211-3711

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Srungavarapu, Swathikiran, Messaraa, Cyril ORCID: 0000-0002-4948-9949 and Tansey, Claire (2020) Tracking skin colour and wrinkle changes during cosmetic product trials using smartphone images. Skin Research And Technology, 27 (2). pp. 249-256. ISSN 0909-752X

Way, Andy ORCID: 0000-0001-5736-5930, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Xie, Guodong, 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 . 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

Bertolaso, Marta ORCID: 0000-0003-2241-7029 and Rocchi, Marta ORCID: 0000-0003-4668-7445 (2020) Specifically human: human work and care in the age of machines. Business Ethics: A European Review . ISSN 0962-8770

Maher, Michael J., Tachmazidis, Ilias ORCID: 0000-0002-9052-7329, Antoniou, Grigoris ORCID: 0000-0003-3673-6602, Wade, Stephen and Cheng, Long (2020) Rethinking defeasible reasoning: a scalable approach. Theory and Practice of Logic Programming, 20 (4). pp. 552-586. ISSN 1471-0684

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

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 (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

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

Solanki, Monika ORCID: 0000-0002-2345-449X, Božić, Bojan ORCID: 0000-0002-4420-1029, Dirschl, Christian and Brennan, Rob ORCID: 0000-0001-8236-362X (2018) Towards a knowledge driven framework for bridging the gap between software and data engineering. Journal of Systems and Software, 149 . pp. 476-484. ISSN 0164-1212

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.

Graham, Yvette, Awad, George M. and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Evaluation of automatic video captioning using direct assessment. PLoS One . ISSN 1932-6203

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

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) A neural basis for the implementation of deep learning and artificial intelligence. International Journal of Engineering & Technology, 7 (4.36). pp. 444-447. ISSN 2227-524X

Murphy, Paula ORCID: 0000-0002-9715-2216 (2018) "You feel real to me, Samantha": the matter of technology in Spike Jonze's Her. Technoculture: An Online Journal of Technology in Society, 7 . ISSN ISSN 1938-0526

Muntean, Gabriel-Miro ORCID: 0000-0003-2958-7979 and Tal, Irina (2017) Towards reasoning vehicles: a survey of fuzzy logic-based solutions in vehicular networks. ACM Computing Surveys, 50 (6). ISSN 0360-0300

Azizkhani, Mostafa ORCID: 0000-0002-0050-8547, Argani, Meysam and Mafi, Fatemeh (2017) Preparing a map of Iran's predictability of avian influenza using fuzzy logic. Environmental Hazard Management Journal, 4 (3). pp. 303-317. ISSN 2423-4168

Gao, Feng, Muhammad, Intizar Ali, Curry, Edward and Mileo, Alessandra (2017) Automated discovery and integration of semantic urban data streams: the ACEIS middleware. Future Generation Computer Systems, 76 . pp. 561-581. ISSN 0167-739X

Basile, Pierpaolo ORCID: 0000-0002-0545-1105 and Caputo, Annalina ORCID: 0000-0002-7144-8545 (2017) Entity linking for Tweets. Encyclopedia with Semantic Computing and Robotic Intelligence, 1 (1). pp. 1-9. ISSN 2529-7376

Zhang, Zhenxing, Albatal, Rami ORCID: 0000-0002-9269-8578, Gurrin, Cathal ORCID: 0000-0003-4395-7702 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Enhancing instance search with weak geometric correlation consistency. Neurocomputing, 236 . pp. 164-172. ISSN 0925-2312

Ó Brolcháin, Fiachra, 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

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

Novitzky, Peter, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Chen, Cynthia, Irving, Kate ORCID: 0000-0002-9255-4574, Jacquemard, Tim, Ó Brolcháin, Fiachra ORCID: 0000-0001-5290-8772, O'Mathúna, Dónal ORCID: 0000-0001-5331-3340 and Gordijn, Bert (2014) A review of contemporary work on the ethics of ambient assisted living technologies for people with dementia. Science and Engineering Ethics . ISSN 1353-3452

Mota, Mailce and Resende, Natália ORCID: 0000-0002-5248-2457 (2013) Research methods in psycholinguistics: developing a tool for the automatic generation of pseudo-verbs. Letras de Hoje, 48 (1). pp. 100-107. ISSN 0101-3335

Sîrbu, Alina, Kerr, Gráinne, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. ORCID: 0000-0001-7101-2242 (2012) RNA-seq vs dual- and single-channel microarray data: sensitivity analysis for differential expression and clustering. PLoS ONE, 7 (12). e50986. ISSN 1932-6203

Wang, Peng and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2012) Semantics-based selection of everyday concepts in visual lifelogging. International Journal of Multimedia Information Retrieval, 1 (2). pp. 87-101. ISSN 2192-6611

Doherty, Aiden R. ORCID: 0000-0003-1840-0451 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Automatically augmenting lifelog events using pervasively generated content from millions of people. Sensors, 10 (3). pp. 1423-1446. ISSN 1424-8220

Sîrbu, Alina, Ruskin, Heather J. ORCID: 0000-0001-7101-2242 and Crane, Martin ORCID: 0000-0001-7598-3126 (2010) Comparison of evolutionary algorithms in gene regulatory network model inference. BMC Bioinformatics, 11 (59). pp. 1471-2205. ISSN 1471-2105

Karazi, Shadi ORCID: 0000-0002-8887-0873, Brabazon, Dermot ORCID: 0000-0003-3214-6381 and Issa, Ahmed A.A. (2009) Comparison of ANN and DoE for the prediction of laser machined micro-channel dimensions. Optics and Lasers in Engineering, 47 (9). pp. 956-964. ISSN 0143-8166

Chan, Felix T.S. and Kumar, Vikas ORCID: 0000-0002-8062-7123 (2009) Performance optimization of a leagility inspired supply chain model: a CFGTSA algorithm based approach. International Journal of Production Research, 47 (3). pp. 777-799. ISSN 1366-588X

Chan, Felix T.S., Kumar, Vikas ORCID: 0000-0002-8062-7123 and Tiwari, Manoj Kumar (2009) The relevance of outsourcing and leagile strategies in performance optimization of an integrated process planning and scheduling. International Journal of Production Research, 47 (1). pp. 119-142. ISSN 1366-588X

Kumar, Vikas ORCID: 0000-0002-8062-7123, Kumar, Prakash, Tiwari, Manoj Kumar and Chan, Felix T.S. (2006) Stochastic make-to-stock inventory deployment problem: an endosymbiotic psychoclonal algorithm based approach. International Journal of Production Research, 44 (11). pp. 2245-2263. ISSN 1366-588X

Pahl, Claus ORCID: 0000-0002-9049-212X (2004) Data mining technology for the evaluation of learning content interaction. International Journal on E-Learning, 3 (4). p. 47. ISSN 1537-2456

O'Sullivan, Dermot, Wilson, David C., Smyth, Barry ORCID: 0000-0003-0962-3362, McDonald, Kieran and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2004) Improving the quality of the personalized electronic program guide. User Modeling and User-Adapted Interaction, 14 (1). pp. 5-36. ISSN 0924-1868

Stokes, Nicola, Carthy, Joe and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2004) SeLeCT: a lexical cohesion based news story segmentation system. AI Communications, 17 (1). pp. 3-12. ISSN 0921-7126

Aghamohammadi, Amirhossein, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Naiemi, Fatemeh, Mogharrebi, Marzieh, Dorosti, Shadi and Bendechache, Malika ORCID: 0000-0003-0069-1860 (0021) 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

Thesis

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774 (2021) Multistep ahead time series prediction. PhD thesis, Dublin City University.

Hillmann, Andreas (2021) Predicting the outcomes of HIV treatment interruptions using computational modelling. PhD thesis, Dublin City University.

Nie, Dongyun (2020) Classification of linked historical data to calculate customer lifetime value. 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.

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.

Marsden, Mark (2019) Crowd behaviour and congestion analysis through deep machine learning. 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.

Scanlon, Philip (2018) Using students’ digital footprints to identify peer influences on academic outcomes. 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.

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

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

Jargalsaikhan, Iveel (2017) An action recognition framework for uncontrolled video capture based on a spatio-temporal video graph. PhD thesis, Dublin City University.

Andrearczyk, Vincent (2017) Deep learning for texture and dynamic texture analysis. PhD thesis, Dublin City University.

Zhang, Jian ORCID: 0000-0001-5659-5865 (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.

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.

Zhou, Lijuan Marissa (2016) Lifelog access modelling using MemoryMesh. PhD thesis, Dublin City University.

Dehghani, Alireza (2015) Model-based human upper body tracking using interest points in real-time video. PhD thesis, Dublin City University.

Mac Fhearaí, Oisín (2014) Massively multi-author hybrid artificial intelligence. 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.

Sîrbu, Alina (2011) Gene regulatory network modelling with evolutionary algorithms -an integrative approach. PhD thesis, Dublin City University.

Kelly, Ciarán (2010) Design and Characterisation of a Novel Artificial Life System Incorporating Hierarchical Selection. PhD thesis, Dublin City University.

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

Mitchell, George G. (2007) Evolutionary computation applied to combinatorial optimisation problems. PhD thesis, Dublin City University.

Haran, Aidan (2002) Collaborative computer personalities in the game of chess. Master of Science thesis, Dublin City University.

McCartney, Robert (1996) An experimental design framework for evolutionary robotics. Master of Engineering thesis, Dublin City University.

McMullin, Finbar Vincent (1992) Artificial knowledge an evolutionary approach. PhD thesis, Dublin City University.

Conference or Workshop Item

Erofeev, Gleb, Sorokina, Irina, Han, Lifeng ORCID: 0000-0002-3221-2185 and Gladkoff, Serge (2021) cushLEPOR uses LABSE distilled knowledge to improve correlation with human translation evaluations. In: Machine Translation Summit 2021, 16-20 Aug 2021, USA (online). (In Press)

Saber, Takfarinas ORCID: 0000-0003-2958-7979, Bendechache, Malika ORCID: 0000-0003-0069-1860 and Ventresque, Anthony ORCID: 0000-0003-2064-1238 (2021) Incorporating user preferences in multi-objective feature selection in software product lines using multi-criteria decision analysis. In: Optimization and Learning 4th International Conference, OLA 2021, 21-23 June 2021, Catania, Italy. ISBN 978-3-030-85671-7

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2021) Towards design principles for user-centric explainable AI in fraud detection. In: International Conference on Human-Computer Interaction HCII 2021, 24-29 July 2021, Washington, DC, USA. ISBN 978-3-030-77772-2 (In Press)

Bendechache, Malika ORCID: 0000-0003-0069-1860, Tal, Irina, Wall, P.J ORCID: 0000-0002-5859-4425, Grehan, Laura, Clarke, Emma, O'Driscoll, Aidan, Van Der Haegen, Laurence, Leong, Brenda, Kearns, Anne and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) AI in my life: AI, ethics & privacy workshops for 15-16-year-olds. In: WebSci '21: 13th ACM Web Science Conference 2021, 21-25 June 2021, Online.

Lee, Hyowon ORCID: 0000-0003-4395-7702, Liu, Mingming ORCID: 0000-0002-8988-2104, Riaz, Hamza, Rajasekaran, Navaneethan, Scriney, Michael ORCID: 0000-0001-6813-2630 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) Attention based video summaries of live online zoom classes. In: AAAI-2021 Workshop on AI Education: "Imagining Post-COVID Education with AI" (TIPCE-2021)., 9 Feb 2021, Online (Vancouver, Canada). (In Press)

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

Fonseca, Eduardo, Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Serra, Xavier (2021) Unsupervised contrastive learning of sound event representations. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 6-11 June 2021, Toronto, Canada (Online). (In Press)

Das, Rashmiranjan, Negi, Gaurav and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) Detecting deepfake videos using Euler video magnification. In: Electronic Imaging: Media Watermarking, Security, and Forensics Conference 2021, 18-28 Jan 2021, Vancouver, Canada (Online). (In Press)

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Krishnamurthy, Naveen Garaga and Suryanarayana, Amruth Hebbasuru (2021) Keystroke dynamics as part of lifelogging. In: 27th International Conference on Multimedia Modeling, MMM 2021, 22-24 June 2021, Prage, Czech Republic (Online). ISBN 978-3-030-67835-7

Tran, Ly-Duyen, Nguyen, Manh-Duy, Nguyen, Thao-Nhu, Healy, Graham ORCID: 0000-0001-6429-6339, Caputo, Annalina ORCID: 0000-0002-7144-8545, Nguyen, Binh T. and Gurrin, Cathal ORCID: 0000-0003-4395-7702 (2021) A VR interface for browsing visual spaces at VBS2021. In: International Conference on Multimedia Modeling. ISBN 978-3-030-67834-0

Ortego, Diego, Arazo, Eric, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Towards robust learning with different label noise distributions. In: International Conference on Pattern Recognition (ICPR) 2020, 10-15 Jan 2021, Milan, Italy (Online).

Han, Lifeng, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Bolzoni, Paolo (2021) Chinese character decomposition for neural MT with multi-word expressions. In: 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021), 31 May- 2 June 2021, Reykjavik, Iceland (Online). (In Press)

Hu, Feiyan ORCID: 0000-0001-7451-6438 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) FastSal: a computationally efficient network for visual saliency prediction. In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).

Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, Albert, Paul, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) Multi-objective interpolation training for robustness to label noise. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 19-25 June 2021, Virtual. (In Press)

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

Hu, Feiyan ORCID: 0000-0001-7451-6438, Gurram Munirathnam, Venkatesh ORCID: 0000-0002-4393-9267, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Little, Suzanne ORCID: 0000-0003-3281-3471 (2021) Utilising visual attention cues for vehicle detection and tracking. In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).

Haque, Rejwanul ORCID: 0000-0003-1680-0099, Moslem, Yasmin ORCID: 0000-0003-4595-6877 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Terminology-aware sentence mining for NMT domain adaptation: ADAPT’s submission to the Adap-MT 2020 English-to-Hindi AI translation shared task. In: Workshop on Low Resource Domain Adaptation for Indic Machine Translation (Adap-MT 2020), 18-21 Dec 2020, Patna, India (Online). (In Press)

Singh, Raghvendra Pratap, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Hasanuzzaman, Mohammed ORCID: 0000-0003-1838-0091 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Identifying complaints from product reviews in low-resource scenarios via neural machine translation. In: ICON 2020: 17th International Conference on Natural Language Processing, 18-21 Dec 2020, IIT Patna, India (Online).

Singh, Raghvendra Pratap, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Hasanuzzaman, Mohammed ORCID: 0000-0003-1838-0091 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) Identifying complaints from product reviews: a case study on Hindi. In: 28th Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2020, Dublin, Ireland.

Ramesh, Akshai, Parthasarathy, Venkatesh Balavadhani, Haque, Rejwanul ORCID: 0000-0003-1680-0099 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) An error-based investigation of statistical and neural machine translation performance on Hindi-to-Tamil and English-to-Tamil. In: 7th Workshop on Asian Translation (WAT2020), 4 Dec 2020, Suzhou, China (Online).

Han, Lifeng, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) AlphaMWE: construction of multilingual parallel corpora with MWE annotations. In: Joint Workshop on Multiword Expressions and Electronic Lexicons (MWE-LEX 2020), 13 Dec 2020, Barcelona, Spain (Online).

McGlinn, Kris ORCID: 0000-0002-7023-5169, O’Sullivan, Declan ORCID: 0000-0003-1090-3548, Debruyne, Christophe ORCID: 0000-0003-4734-3847, Clinton, Éamonn and Brennan, Rob ORCID: 0000-0001-8236-362X (2020) Geoff: a linked data vocabulary for describing the form and function of spatial objects. In: 28th Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2020, Dublin, Ireland (Online).

Azcona, David ORCID: 0000-0003-3693-7906, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) A comparative study of existing and new deep learning methods for detecting knee injuries using the MRNet dataset. In: 2020 International Conference on Intelligent Data Science Technologies and Applications (IDSTA), 19-22 Oct 2020, Valencia, Spain (Online).

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Almeida, Fernando, Cakir, Gültekin ORCID: 0000-0001-9715-7167, Jacob, Antonio ORCID: 0000-0002-9415-7265, Lobato, Fabio ORCID: 0000-0002-6282-0368, Bezbradica, Marija and Helfert, Markus ORCID: 0000-0001-6546-6408 (2020) Explainable sentiment analysis application for social media crisis management in retail. In: 4th International Conference on Computer-Human Interaction Research and Applications - Volume 1: WUDESHI-DR, 5-6 Nov 2020, Budapest, Hungry (Online). ISBN 978-989-758-480-0

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.

Chen, Beiran, Zhang, Yi, Iosifidis, George ORCID: 0000-0003-1001-2323 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2020) Reinforcement learning on computational resource allocation of cloud-based wireless networks. In: 6th World Forum on The Internet of Things (2020 IEEE), 2-16 June 2020, New Orleans, USA (Onine).

Basereh, Maryam, Brennan, Rob ORCID: 0000-0001-8236-362X, Corrigan, Siobhan ORCID: 0000-0003-2046-8252 and Abgaz, Yalemisew ORCID: 0000-0002-3887-5342 (2020) A risk governance framework for healthcare decision support systems based on socio-technical analysis. In: CPAIE2020, Critical Perspectives on Artificial Intelligence Ethics 2020, 22-23 Oct 2020, Edinburgh, Scotland.

Murn, Luka, Blasi, Saverio, Smeaton, Alan F. ORCID: 0000-0002-4033-9135, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Mrak, Marta (2020) Interpreting CNN for low complexity learned sub-pixel motion compensation in video coding. In: IEEE International Conference on Image Processing (ICIP), 25-28 Oct 2020, Abu Dhabi, United Arab Emirates (Online).

Arazo Sanchez, Eric, Ortego, Diego, 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

Crotti Junior, Ademar ORCID: 0000-0003-1025-9262, Basereh, Maryam, Abgaz, Yalemisew ORCID: 0000-0002-3887-5342, Liang, Junli, Duda, Natalia, McDonald, Nick and Brennan, Rob ORCID: 0000-0001-8236-362X (2020) The ARK platform: enabling risk management through semantic web technologies. In: 11th International Conference on Biomedical Ontologies (ICBO 2020), 17 Sept 2020, Bolzano, Italy (Online).

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).

Resende, Natália ORCID: 0000-0002-5248-2457, Cowan, Benjamin ORCID: 0000-0002-8595-8132 and Way, Andy ORCID: 0000-0001-5736-5930 (2020) MT syntactic priming effects on L2 English speakers. In: European Association for Machine Translation (EAMT) 2020, 2-6 Nov 2010, Lisbon, Portugal (Online). ISBN 978-989-33-0589-8

Han, Lifeng, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) MultiMWE: building a multi-lingual multi-word expression (MWE) parallel corpora. In: 12th International Conference on Language Resources and Evaluation (LREC), 11-16 May, 2020, Marseille, France. (Virtual).

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).

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.

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 (In Press)

Fernandez, Jaime B., 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

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

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Remote Collaborative Knowledge Discovery for Better Understanding of Self-tracking Data. In: 25th Conference of Open Innovations Association FRUCT, 5-8 Nov 2019, Helsinki, Finland. ISBN 978-952-69244-0-3

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, 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.

Fernandez, Jaime B., 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

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) A domain ontology and software platform for collaborative personal data analytics. In: 16th International Conference on Cooperative Design, Visualization and Engineering (CDVE2019 ), 6-9 Oct 2019, Mallorca, Spain.

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 (In Press)

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

Horta, Vitor A.C. and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Towards explaining deep neural networks through graph analysis. In: International Conference on Database and Expert Systems Applications DEXA 2019, 26-20 Aug 2019, Linz, Austria. ISBN 978-3-030-27683-6

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

Liu, Qingzhi, Cheng, Long ORCID: 0000-0003-1638-059X, Ozcelebi, Tanir, Murphy, John and Lukkien, Johan (2019) Deep reinforcement learning for IoT network dynamic clustering in edge computing. In: 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 14-17 May 2019, Larnica, Cyprus.

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2019) Unlocking the black box of wearable intelligence: ethical considerations and social impact. In: 2019 IEEE Congress on Evolutionary Computation, 10-13 Jun 2019, Wellington, New Zealand.

Arazo Sanchez, Eric, Ortego, Diego, 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.

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

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

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.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Graham, Yvette, McGuinness, Kevin, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Quinn, Sean and Arazo Sanchez, 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

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.

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.

Han, Lifeng (2018) Machine translation evaluation resources and methods: a survey. In: IPRC- Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland.

Tuovinen, Lauri ORCID: 0000-0002-7916-0255 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2018) Ontology-based negotiation and enforcement of privacy constraints in collaborative knowledge discovery. In: 2nd International Workshop on Personal Analytics and Privacy, 10 Sept, 2018, Dublin, Ireland.

Panagiotis, Linardos, Mohedano, Eva, Cherto, Monica, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332 (2018) Temporal saliency adaptation in egocentric videos. In: The Third International Workshop on Egocentric Perception, Interaction and Computing (EPIC@ECCV18), 9 Sept 2018, Munich, Germany.

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

Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2018) Saliency weighted convolutional features for instance search. In: 16th International Conference on Content-Based Multimedia Indexing 2018, 4 - 6 Sept 2018, La Rochelle, France. ISBN 978-1-5386-7021-7

Han, Lifeng 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

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) Modelling math learning on an open access intelligent tutor. In: The 19th International Conference on Artificial Intelligence in Education, June 27 - 30, 2018, London, UK. ISBN 978-3-319-93846-2

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.

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

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

Wang, Longyue ORCID: 0000-0002-9062-6183, Tu, Zhaopeng, Shi, Shuming, Zhang, Tong, Graham, Yvette and Liu, Qun ORCID: 0000-0002-7000-1792 (2018) Translating pro-drop languages with reconstruction models. In: 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 2 - 7 Feb 2018, New Orleans, LA, USA. ISBN 978-1-57735-800-8

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

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

Afli, Haithem ORCID: 0000-0002-7449-4707, Hu, Feiyan ORCID: 0000-0001-7451-6438, Du, Jinhua ORCID: 0000-0002-3267-4881, Cosgrove, Daniel, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Arazo Sanchez, Eric, Zhou, Jiang ORCID: 0000-0002-3067-8512 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Dublin City University participation in the VTT track at TRECVid 2017. In: TRECVid workshop, 13-15 Nov 2017, Gaithersburg, Md., USA.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) A neural basis for the implementation of deep learning and artificial intelligence. In: ICIMμ2017 Powering Information Society through Data Analytics, 7-9 Nov 2017, Putrajaya, Malaysia.

Assens, Marc, 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 (2017) SaltiNet: scan-path prediction on 360 degree images using saliency volumes. In: 2nd ICCV EPIC Workshop, 29 Oct 2017, Venice, Italy.

Chatbri, Houssem, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Little, Suzanne ORCID: 0000-0003-3281-3471, Zhou, Jiang ORCID: 0000-0002-3067-8512, Kameyama, Keisuke, Kwan, Paul and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2017) Automatic MOOC video classification using transcript features and convolutional neural networks. In: ACM Multimedia 2017 - MultiEdTech Workshop, 23-27 Oct 2017, Mountain View, CA, USA. ISBN 978-1-4503-5508-7

Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Insights from data analytics Into Our Personal Sensor data. In: 2nd MMHealth Workshop 2017 Where Multimedia and Health Meet @ ACM Multimedia 2017, October 23-27, 2017, Mountain View, Calif.. ISBN 978-1-4503-5504-9

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.

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

Oliveira, Marlon ORCID: 0000-0003-0528-3807, Chatbri, Houssem, Ferstl, Ylva, Farouk, Mohamed, Little, Suzanne ORCID: 0000-0003-3281-3471, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Sutherland, Alistair (2017) A Dataset for Irish sign language recognition. In: Irish Machine Vision and Image Processing Conference (IMVIP), 30 Aug- 1 Sep 2017, Maynooth, Ireland. (In Press)

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.

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.

Azcona, David ORCID: 0000-0003-3693-7906, Corrigan, Owen ORCID: 0000-0002-1840-982X, Scanlon, Philip and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Innovative learning analytics research at a data-driven HEI. In: 3rd. International Conference on Higher Education Advances, 21–23 June 2017, Valencia, Spain. ISBN 978-84-9048-590-3

Maldonado, Alfredo ORCID: 0000-0001-8426-5249, Han, Lifeng, Moreau, Erwan ORCID: 0000-0001-7692-526X, Alsulaimani, Ashjan, Chowdhury, Koel, Vogel, Carl ORCID: 0000-0001-8928-8546 and Liu, Qun ORCID: 0000-0002-7000-1792 (2017) Detection of verbal multi-word expressions via conditional random fields with syntactic dependency features and semantic re-ranking. In: 13th Workshop on Multiword Expressions (MWE 2017), Apr 2017, Valencia, Spain.

Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies. In: NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway.

Panchanathan, Sethuraman, Chakraborty, Shayok, McDaniel, Troy, Bunch, Matt, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Little, Suzanne ORCID: 0000-0003-3281-3471, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Marsden, Mark (2017) Smart stadium for smarter living: enriching the fan experience. In: 2016 IEEE International Symposium on Multimedia (ISM), 11-13 Dec 2016, San Jose, USA. ISBN 978-1-5090-4571-6

Antony, Joseph, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Moran, Kieran ORCID: 0000-0003-2015-8967 (2016) Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks. In: 23rd International Conference on Pattern Recognition, 4-8 Dec. 2016, Cancun, Mexico.

Marsden, Mark, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Calafell, Andrea, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zhou, Jiang ORCID: 0000-0002-3067-8512, Azevedo, Lucas, Daudert, Tobias, Davis, Brian, Hurlimann, Manuela, Afli, Haithem ORCID: 0000-0002-7449-4707, Du, Jinhua, Ganguly, Debasis ORCID: 0000-0003-0050-7138, Li, Wei B., Way, Andy ORCID: 0000-0001-5736-5930 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Dublin City University and partners’ participation in the INS and VTT tracks at TRECVid 2016. In: TRECVid Conference, 14-16 Nov 2016, Gaithersburg, Md., USA.

O'Donoghue, Jim and Roantree, Mark (2016) A toolkit for analysis of deep learning experiments. In: The 15th International Symposium on Intelligent Data Analysis, 13-15 Oct 2016, Stockholm, Sweden.

O'Donoghue, Jim, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2016) Variable interactions in risk factors for dementia. In: IEEE Tenth International Conference on Research Challenges in Information Science, 1 -3 Jun 2016, Grenoble. France.

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.

Bendechache, Malika ORCID: 0000-0003-0069-1860 and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2015) Distributed clustering algorithm for spatial data mining. In: 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM2015 ), 8-10 July 2015, Fuzhou, China.

O'Donoghue, Jim (2015) A Framework for selecting deep learning hyper-parameters. In: British International Conference on Databases (BICOD 2015), 6-8 July 2015, Edinburgh, Scotland.

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

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.

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 (2014) Object segmentation in images using EEG signals. In: The 22nd ACM International Conference on Multimedia, 3-7 Nov 2014, Orlando, FL.. ISBN 978-1-4503-3063-3

Barman, Utsab, Das, Amitava ORCID: 0000-0003-3418-463X, Wagner, Joachim ORCID: 0000-0002-8290-3849 and Foster, Jennifer ORCID: 0000-0002-7789-4853 (2014) Code mixing: a challenge for language identification in the language of social media. In: First Workshop on Computational Approaches to Code Switching, 25 Oct 2014, Doha, Qatar.

Wei, Haolin, Monaghan, David ORCID: 0000-0002-5169-9902, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Scanlon, Patricia (2014) A new multi-modal dataset for human affect analysis. In: Human Behavior Understanding 5th International Workshop, HBU 2014, 12 Sept 2014, Zurich, Switzerland.

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.

Wei, Haolin, Monaghan, David ORCID: 0000-0002-5169-9902 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2014) Multi-modal continuous human affect recognition. In: Insight Student Conference 2014, 12 Sept 2014, UCD, Dublin, Ireland.

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.

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

Roantree, Mark, O'Donoghue, Jim, O'Kelly, Noel, van Boxtel, Martin and Köhler, Sebastian (2014) Automating the integration of clinical studies into medical ontologies. In: 47th Annual Hawaii International Conference on System Sciences (HICSS-47), 6-9 Jan 2014, Big Island, Hawaii.

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

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

Bicici, Ergun (2013) Feature decay algorithms for fast deployment of accurate statistical machine translation systems. 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.

Bicici, Ergun and van Genabith, Josef (2013) CNGL: Grading student answers by acts of translation. In: SEMEVAL, 14-15 Jun 2013, Atlanta, Georgia.

Bicici, Ergun and van Genabith, Josef (2013) CNGL-CORE: Referential translation machines for measuring semantic similarity. In: *SEM, 13-14 Jun 2013, Atlanta, Georgia.

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.

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.

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.

Zhou, Lijuan Marissa, Lin, Hongfei and Gurrin, Cathal ORCID: 0000-0002-5023-4089 (2012) EMIR: A novel emotion-based music retrieval system. In: The 18th International Conference on Multimedia Modeling, 4-6 Jan 2012, Klagenfurt, Austria.

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.

Foster, Jennifer ORCID: 0000-0002-7789-4853, Cetinoglu, Ozlem, Wagner, Joachim ORCID: 0000-0002-8290-3849, Le Roux, Joseph, Hogan, Stephen, Nivre, Joakim, Hogan, Deirdre and van Genabith, Josef (2011) #hardtoparse: POS tagging and parsing the twitterverse. In: The AAAI-11 Workshop on Analyzing Microtext, 8 Aug 2011, San Francisco, CA..

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 (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.

Lanagan, James, Ferguson, Paul, O'Hare, Neil and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2010) Coping with noise in a real-world weblog crawler and retrieval system. In: Fourth International AAAI Conference on Weblogs and Social Media, 23-26 May , 2010, Washington, DC, UK.

Gurrin, Cathal ORCID: 0000-0002-5023-4089, Lee, Hyowon ORCID: 0000-0003-4395-7702 and Hayes, Jer (2010) iForgot: a model of forgetting in robotic memories. In: HRI 2010 - 5th ACM/IEEE International Conference on Human-Robot Interaction, 2-5 March 2010, Osaka, Japan. ISBN 978-1-4244-4892-0

Wang, Peng, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Songyang, Lao, O'Connor, Edel, Ling, Yunxiang and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2009) Short-term rainfall nowcasting: using rainfall radar imaging. In: Eurographics Ireland 2009: The 9th Irish Workshop on Computer Graphics, 11 December 2009, Dublin, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Wilkins, Peter, Healy, Graham ORCID: 0000-0001-6429-6339, Ampatzis, Christos, Rusinski, M. and Izzo, Dario (2009) Neurological modeling of what experts vs. non-experts find interesting. In: Neuroscience 2009, 17-21 October 2009, Chicago, USA.

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.

Izzo, Dario, Rossini, Luca, Ruciński, Marek, Ampatzis, Christos, Healy, Graham ORCID: 0000-0001-6429-6339, Wilkins, Peter, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Yazdani, Ashkan and Ebrahimi, Touradj (2009) Curiosity cloning: neural analysis of scientific knowledge. In: IJCAI-09 - International Joint Conference on Artificial Intelligence 2009, Workshop on Artificial Intelligence in Space, 17-18 July 2009, Padadena, California, CA, USA. (ESA SP-673).

Doherty, Aiden R. ORCID: 0000-0003-4395-7702 and Tolle, Kristin M. (2009) Utilising the ubiquity of the cell phone to record physiological activities. In: Seminar at the Health & Wellbeing External Research Group, 23 April 2009, Microsoft Research, Redmond, WA, USA.

Decraene, James (2009) Closure in artificial cell signalling networks - investigating the emergence of cognition in collectively autocatalytic reaction networks. In: BIOSIGNALS 2009: The International Conference on Bio-inspired Systems and Signal Processing, 14-17 Jan. 2009, Porto, Portugal. ISBN 978-989-8111-65-4

Decraene, James, Mitchell, George G. and McMullin, Barry ORCID: 0000-0002-5789-2068 (2008) Modeling and evolving biochemical networks: insights into communication and computation from the biological domain. In: CIICT 2008: China-Ireland International Conference on Information and Communications Technologies, 26-28 September 2008, Beijing, China. ISBN 9780863419218

Mitchell, George G., McMullin, Barry ORCID: 0000-0002-5789-2068 and Decraene, James (2007) A cost benefit operator for efficient multi level genetic algorithm searches. In: CEC 2007: IEEE Congress on Evolutionary Computation 2007, 25-28 September 2007, Singapore. ISBN 978-1-4244-1339-3

Decraene, James, Mitchell, George G. and McMullin, Barry ORCID: 0000-0002-5789-2068 (2007) A molecular approach to complex adaptive systems. In: CS2007 - IEEE SMC UK and RI 6th Conference on Cybernetic Systems, 6-7 Sept 2007, Dublin, Ireland.

Decraene, James (2007) On the emergence and evolution of artificial cell signaling networks. In: EvoPhD 2007: The Second European Graduate Student Workshop on Evolutionary Computation, 11-13 April 2007, Valencia, Spain.

Decraene, James, Mitchell, George G. and McMullin, Barry ORCID: 0000-0002-5789-2068 (2007) Studying complex adaptive systems using molecular classifier systems. In: ECCS 2007: European Conference on Complex Systems 2007, 1-5 October 2007, Dresden, Germany.

Decraene, James, Mitchell, George G., McMullin, Barry and Kelly, Ciarán (2007) The Holland broadcast language and the modeling of biochemical networks. In: EuroGP 2007: the 10th European Conference of Genetic Programming, 11-13 April 2007, Valencia, Spain. ISBN 978-3-540-71602-0

Chan, Felix T.S., Kumar, Vikas ORCID: 0000-0002-8062-7123 and Tiwari, Manoj Kumar (2006) Optimizing the performance of an integrated process planning and scheduling problem: an AIS-FLC based approach. In: ICCIS 2006 - IEEE Conference on Cybernetics and Intelligent Systems, 7-9 June 2006, Bangkok, Thailand. ISBN 1-4244-0023-6

Decraene, James, Mitchell, George G., Kelly, Ciarán and McMullin, Barry ORCID: 0000-0002-5789-2068 (2006) Evolving artificial cell signaling networks. In: European Conference on Complex Systems (ECCS '06), 25-29 Sept 2006, Oxford, UK.

Kelly, Ciarán, McMullin, Barry ORCID: 0000-0002-5789-2068 and O'Brien, Darragh (2006) On Protocell "Computation". In: European Conference on Complex Systems (ECCS '06), 25-29 Sept 2006, Oxford, UK.

Gualano, Leonardo, Iwnicki, Simon, D., Ponnapalli, Prasad V. S. and Allen, Paul D. (2006) Prediction of wheel-rail forces, derailment and passenger comfort using artificial neural networks. In: EURNEX - ŽEL 2006 - 14th International Symposium, 30-31 May 2006, Žilina, Slovakia.

Chan, Felix T.S., Kumar, Vikas ORCID: 0000-0002-8062-7123, Chan, H.K. and Chung, S.H. (2006) A hybrid CFGTSA based approach for scheduling problem: a case study of an automobile industry. In: SMC 2006 - IEEE International Conference on Systems, Man and Cybernetics, 8-11 October 2006, Taipei, Taiwan. ISBN 1-4244-0099-6

Kelly, Ciarán, Decraene, James, Mitchell, George G., McMullin, Barry ORCID: 0000-0002-5789-2068 and O'Brien, Darragh (2006) Cellular computation using classifier systems. In: 2006 International Workshop on Systems Biology, 17-19 July 2006, Maynooth, Ireland.

Decraene, James, Mitchell, George G., Kelly, Ciarán and McMullin, Barry ORCID: 0000-0002-5789-2068 (2006) Evolving artificial cell signaling networks. In: ECCS 2006: European Conference on Complex Systems 2006, 25-29 Sept. 2006, Oxford, United Kingdom.

Decraene, James, Mitchell, George G. and McMullin, Barry ORCID: 0000-0002-5789-2068 (2006) Evolving artificial cell signaling networks using molecular classifier systems. In: BIONETICS '06: The 1st international conference on Bio inspired models of network, information and computing systems, 11-13 December 2006, Cavalese, Italy. ISBN 1-4244-0539-4

Pahl, Claus ORCID: 0000-0002-9049-212X and Donnellan, David (2002) Data mining technology for the evaluation of web-based teaching and learning systems. In: 7th Int. Conference on E-Learning in Business, Government and Higher Education, 15-19 Oct 2002, Montreal, Canada.

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

Mohedano, Eva, Salvador, Amaia, 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 Marqués, Ferran (2017) Object retrieval with deep convolutional features. In: Hemanth, D. Jude and Estrela, Vania Vieira, (eds.) Deep Learning for Image Processing Applications. Advances in Parallel Computing, 31 . IOS Press Ebooks, Amsterdam, The Netherlands, pp. 137-163. ISBN 978-1-61499-821-1

Decraene, James, Mitchell, George G. and McMullin, Barry ORCID: 0000-0002-5789-2068 (2007) Evolving artificial cell signaling networks: perspectives and methods. In: Dressler, Falko and Carreras, Iacopo, (eds.) Advances in Biologically Inspired Information Systems. Studies in Computational Intelligence, 69 . Springer Berlin / Heidelberg, pp. 165-184. ISBN 978-3-540-72692-0

Book

Doherty, Aiden R. ORCID: 0000-0003-1840-0451, O'Hara, Kieron, Aizawa, Kiyoharu, Caprani, Niamh and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2011) IAPMA 2011: 2nd Workshop on information access to personal media archives. IAPMA 2011: 2nd Workshop on Information Access to Personal Media Archives, 2 . Dublin City University, Dublin City University. ISBN 1872327974

Monograph

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark ORCID: 0000-0002-1329-2570 (2018) An architecture and services for constructing data marts from online data sources. Technical Report. UNSPECIFIED.

Decraene, James (2006) The Holland broadcast language. Technical Report. School Of Electronic Engineering, Dublin City University.