2024

Hussain Shah, Maqsood ORCID: 0000-0002-7375-0131, Dang, Xiaoyu and Liu, Mingming ORCID: 0000-0002-8988-2104 (2024) Hierarchical Tree of Deep Networks (HTDN) for Joint Classification of Linear and Non-Linear Modulations. In: 12th International Conference, Varna, Bulgaria, August 29-31, 2024., August 29-31, 2024., Varna. (In Press)

2023

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

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

Dey-Plissonneau, Aparajita, Gomez Soler, Inmaculada ORCID: 0000-0003-3003-9312, Lee, Hyowon ORCID: 0000-0003-4395-7702, Liu, Mingming ORCID: 0000-0002-8988-2104, Scriney, Michael ORCID: 0000-0001-6813-2630 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Supporting second language learner reflection in teletandem videoconferencing through the visualisation of conversation metrics. Journal of Virtual Exchange, 6 . pp. 12-26. ISSN 2647-4832

2022

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.

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

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.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Dey-Plissonneau, Aparajita ORCID: 0000-0003-1429-6861, Lee, Hyowon ORCID: 0000-0003-4395-7702, Liu, Mingming ORCID: 0000-0002-8988-2104 and Scriney, Michael ORCID: 0000-0001-6813-2630 (2022) Analysis of individual conversational volatility in tandem telecollaboration for second language learning. In: 21st European Conference on e-Learning - ECEL, 27-28 Oct 2022, Brighton, UK. ISBN 9781713862482

Steemers, Koen ORCID: 0000-0001-8135-158X, Gohari Krangsås, Savis ORCID: 0000-0001-6546-4226, Ashrafian, Touraj ORCID: 0000-0001-9243-7071, Giancola, Emanuela ORCID: 0000-0003-2450-1494, Konstantinou, Thaleia ORCID: 0000-0001-7085-312X, Liu, Mingming ORCID: 0000-0002-8988-2104, Maas, Nienke ORCID: 0000-0003-0120-9386, Murauskaitė, Lina, Prebreza, Bahri ORCID: 0000-0003-1950-026X and Soutullo, Silvia ORCID: 0000-0001-6420-2734 (2022) Challenges for a positive energy district framework. In: International Conference on Sustainability in Energy and Buildings SEB-21, 16-17 Sept 2021, Split, Croatia (Online). ISBN 978-981-16-6269-0

Yan, Sen, Liu, Mingming ORCID: 0000-0002-8988-2104 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2022) Parking behaviour analysis of shared E-bike users based on a real-world dataset - a case study in Dublin, Ireland. In: IEEE 95th Vehicular Technology Conference: VTC2022-Spring, 19-22 June 2022, Helsinki, Finland.

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

Lee, Hyowon ORCID: 0000-0003-4395-7702, Liu, Mingming ORCID: 0000-0002-8988-2104, Scriney, Michael ORCID: 0000-0001-6813-2630 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) Playback-centric visualizations of video usage using weighted interactions to guide where to watch in an educational context. Frontiers in Education . ISSN 2504-284X

Dey-Plissonneau, Aparajita, Lee, Hyowon ORCID: 0000-0003-4395-7702, Liu, Mingming ORCID: 0000-0002-8988-2104, Patel, Vyoma, Scriney, Michael ORCID: 0000-0001-6813-2630 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2022) An analysis of conversational volatility during telecollaboration sessions for second language learning. In: 8th International Conference on Higher Education Advances (HEAd’22), 14-17 June 2022, Valencia, Spain. ISBN 978-84-1396-003-6

2021

Liu, Mingming ORCID: 0000-0002-8988-2104 (2021) Fed-BEV: a federated learning framework for modelling energy consumption of battery electric vehicles. In: IEEE 94th Vehicular Technology Conference: VTC2021-Fall, 27-30 Sept 2021, Norman, OK, USA and Online.

Wu, Hongde ORCID: 0000-0002-2038-1002, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Bruton, Jennifer ORCID: 0000-0001-5788-7579 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2021) An ADMM-based optimal transmission frequency management system for IoT edge intelligence. In: 7th IEEE World Forum on Internet of Things, 20-24 June 2021, New Orleans, USA and Online.

Li, Ji, Gu, Yingqi ORCID: 0000-0001-5807-6102, Wang, Chongming ORCID: 0000-0003-0088-8583, Liu, Mingming ORCID: 0000-0002-8988-2104, Zhou, Quan ORCID: 0000-0003-4216-3468, Lu, Guoxiang, Pham, Duc Truong ORCID: 0000-0003-3148-2404 and Xu, Hongming ORCID: 0000-0001-7241-8383 (2021) Pedestrian-aware supervisory control system interactive optimization of connected hybrid electric vehicles via fuzzy adaptive cost map and bees algorithm. IEEE Transactions on Transportation Electrification . ISSN 2332-7782

Chen, Zhengyong, Wu, Hongde ORCID: 0000-0002-2038-1002, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2021) A comparative study of using spatial-temporal graph convolutional networks for predicting availability in bike sharing schemes. In: 24th IEEE International Conference on Intelligent Transportation - ITSC2021, 19-22 Sept 2021, Indianapolis, IN, USA.

Krangsas, Savis ORCID: 0000-0001-6546-4226, Steemers, Koen ORCID: 0000-0001-8135-158X, Konstantinou, Thaleia ORCID: 0000-0001-7085-312X, Soutullo, Silvia ORCID: 0000-0001-6420-2734, Liu, Mingming ORCID: 0000-0002-8988-2104, Giancola, Emanuela ORCID: 0000-0003-2450-1494, Prebreza, Bahri ORCID: 0000-0003-1950-026X, Ashrafian, Touraj ORCID: 0000-0001-9243-7071, Murauskaitė, Lina ORCID: 0000-0003-0234-4133 and Maas, Nienke ORCID: 0000-0003-0120-9386 (2021) Positive energy districts: identifying challenges and interdependencies. Sustainabilitiy, 13 (19). ISSN 2071-1050

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

Lee, Hyowon ORCID: 0000-0003-4395-7702, Liu, Mingming ORCID: 0000-0002-8988-2104, Scriney, Michael ORCID: 0000-0001-6813-2630 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2021) sage-based summaries of learning videos. In: 16th European Conference on Technology-Enhanced Learning EC-TEL 2021, 20-24 Sept 2021, Bozen-Bolzano, Italy (Online). ISBN 978-3-030-86435-4

Chen, Beiran, Liu, Mingming ORCID: 0000-0002-8988-2104, Zhang, Yi, Chen, Zhengyong, Gu, Yingqi ORCID: 0000-0001-5807-6102 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) An intelligent multi-speed advisory system using improved whale optimisation algorithm. In: 2021 IEEE 93rd Vehicular Technology Conference - Spring, 25 - 28 Apr 2021, Helsinki, Finland (Online).

Wu, Hongde ORCID: 0000-0002-2038-1002, Chen, Zhengyong, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2021) Poster abstract: optimal distributed bandwidth allocation in NB-IoT networks. In: 6th ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI'21), 18-21 May 2021, Charlottesvle, VA, USA (Online). ISBN 978-1-4503-8354-7

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).

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

2020

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).