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Items where Subject is Socio-Economic Objective, Information and Communication Services, Information systems, technologies and services, Artificial intelligence

Journal Article
Bore, JC and Li, P and Jiang, L and Ayedh, WMA and Chen, C and Harmah, DJ and Yao, D and Cao, Z and Xu, P, A long short-term memory network for sparse spatiotemporal EEG source imaging, IEEE Transactions on Medical Imaging ISSN 0278-0062 (In Press) [Refereed Article]
Chen, S and Wang, W and Xia, B and You, X and Peng, Q and Cao, Z and Ding, W, CDE-GAN: Cooperative dual evolution based generative adversarial network, Ieee Transactions on Evolutionary Computation ISSN 1089-778X (In Press) [Refereed Article] 
Shi, Y and Zhang, L and Cao, Z and Tanveer, M and Lin, C-T, Distributed semi-supervised fuzzy regression with interpolation consistency regularization, IEEE Transactions on Fuzzy Systems ISSN 1063-6706 (In Press) [Refereed Article]
Wang, S and Li, Z and Cao, Z and Jolfaei, A and Cao, Q, Jam-absorption driving strategy for improving safety near oscillations in connected vehicle environment considering secondary jam, IEEE Intelligent Transportation Systems Magazine ISSN 1939-1390 (In Press) [Refereed Article] 
Cao, Z and Lin, C-T, Reinforcement learning from hierarchical critics, IEEE Transactions on Neural Networks and Learning Systems ISSN 2162-237X (In Press) [Refereed Article]
Cao, Z and Wong, KC and Lin, C-T, Weak human preference supervision for deep reinforcement learning, IEEE Transactions on Neural Networks and Learning Systems ISSN 2162-237X (In Press) [Refereed Article] 
Maqsood, S and Xu, S and Tran, S and Garg, S and Springer, M and Karunanithi, M and Mohawesh, R, A survey: from shallow to deep machine learning approaches for blood pressure estimation using biosensors, Expert Systems With Applications, 197 Article 116788. ISSN 0957-4174 (2022) [Refereed Article] 
Le, DV and Kirkby, K and Montgomery, J and Scanlan, J, Adding an inception network to neural network open information extraction, IEEE Intelligent Systems ISSN 1541-1672 (2022) [Refereed Article] 
Li, R and Wang, X and Lawler, K and Garg, S and Bai, Q and Alty, J, Applications of artificial intelligence to aid early detection of dementia: a scoping review on current capabilities and future directions, Journal of Biomedical Informatics, 127 Article 104030. ISSN 1532-0464 (2022) [Refereed Article] 
Guo, T and Bai, X and Tian, X and Firmin, S and Xia, F, Educational anomaly analytics: features, methods, and challenges, Frontiers in Big Data, 4 Article 811840. ISSN 2624-909X (2022) [Refereed Article]
Wu, S and Li, W and Bai, Q, GAC: A deep reinforcement learning model toward user incentivization in unknown social networks, Knowledge-Based Systems, 259 Article 110060. ISSN 1872-7409 (2022) [Refereed Article] 
Li, R and St George, RJ and Wang, X and Lawler, K and Hill, E and Garg, S and Williams, S and Relton, S and Hogg, D and Bai, Q and Alty, J, Moving towards intelligent telemedicine: Computer vision measurement of human movement, Computers in Biology and Medicine, 147 Article 105776. ISSN 0010-4825 (2022) [Refereed Article] 
Badhon, B and Kabir, MMJ and Rahman, MA and Xu, S, SQ-FMFO: A novel scalarized Multi-objective Q-learning approach for Fuzzy membership function optimization, International Journal of Fuzzy Systems pp. 1-14. ISSN 2199-3211 (2022) [Refereed Article] 
Maqsood, S and Xu, S and Springer, M and Mohawesh, R, A benchmark study of machine learning for analysis of signal feature extraction techniques for blood pressure estimation using photoplethysmography (PPG), IEEE Access, 9 pp. 138817-138833. ISSN 2169-3536 (2021) [Refereed Article]
Hoque, S and Arafat, M and Xu, S and Maiti, A and Wei, Y, A comprehensive review on 3D object detection and 6D pose estimation with deep learning, IEEE Access, 9 pp. 143746-143770. ISSN 2169-3536 (2021) [Refereed Article]
Zhu, C and Qin, B and Xiao, F and Cao, Z and Pandey, HM, A fuzzy preference-based Dempster-Shafer evidence theory for decision fusion, Information Sciences, 570 pp. 306-322. ISSN 0020-0255 (2021) [Refereed Article]
Li, XQ and Sindihebura, TT and Zhou, L and Duarte, CM and Costa, DP and Hindell, MA and McMahon, C and Muelbert, MMC and Zhang, X and Peng, C, A prediction and imputation method for marine animal movement data, PeerJ Computer Science, 7 Article e656. ISSN 2376-5992 (2021) [Refereed Article]
Li, M and Cao, Z and Li, Z, A reinforcement learning-based vehicle platoon control strategy for reducing energy consumption in traffic oscillations, IEEE Transactions on Neural Networks and Learning Systems pp. 1-15. ISSN 2162-237X (2021) [Refereed Article] 
Mohawesh, R and Tran, S and Ollington, R and Xu, S, Analysis of concept drift in fake reviews detection, Expert Systems with Applications, 169 Article 114318. ISSN 0957-4174 (2021) [Refereed Article] 
Wang, C and Huang, Y and Ding, W and Cao, Z, Attribute reduction with fuzzy rough self-information measures, Information Sciences, 549 pp. 68-86. ISSN 0020-0255 (2021) [Refereed Article] 
Yoon, H and Park, M and Yeom, S and Kirkcaldie, MTK and Summons, P and Lee, SH, Automatic detection of amyloid beta plaques in somatosensory cortex of an Alzheimer's disease mouse using deep learning, IEEE Access, 9 ISSN 2169-3536 (2021) [Refereed Article]
Akella, A and Singh, AK and Leong, D and Lal, S and Newton, P and Clifton-Bligh, R and Mclachlan, CS and Gustin, SM and Maharaj, S and Lees, T and Cao, Z and Lin, C-T, Classifying multi-level stress responses from brain cortical EEG in nurses and non-health professionals using machine learning auto encoder, IEEE Journal of Translational Engineering in Health and Medicine, 9 Article 2200109. ISSN 2168-2372 (2021) [Refereed Article]
Do, N-T and Kim, S-H and Yang, H-J and Lee, G-S and Yeom, S, Context-aware emotion recognition in the wild using spatio-temporal and temporal-pyramid models, Sensors, 21, (7) Article 2344. ISSN 1424-8220 (2021) [Refereed Article]
Ryu, R and Yeom, S and Kim, S-H and Herbert, D, Continuous multimodal biometric authentication schemes: A systematic review, IEEE Access, 9 pp. 34541-34557. ISSN 2169-3536 (2021) [Refereed Article]
Tasneem, T and Kabir, MMJ and Xu, S and Tasneem, T, Diagnosis of cardiovascular diseases using artificial intelligence techniques: A review, International Journal of Computer Applications, 183, (3) pp. 1-25. ISSN 0975-8887 (2021) [Refereed Article] 
Wells, L and Bednarz, T, Explainable AI and reinforcement learning - a systematic review of current approaches and trends, Frontiers in Artificial Intelligence, 4 Article 550030. ISSN 2624-8212 (2021) [Refereed Article]
Mohawesh, R and Xu, S and Tran, SN and Ollington, R and Springer, M and Jararweh, Y and Maqsood, S, Fake reviews detection: A survey, IEEE Access, 9 pp. 65771-65802. ISSN 2169-3536 (2021) [Refereed Article]
Wei, Y and Xu, S and Kang, B and Hoque, S, Generating training images with different angles by GAN for improving grocery product image recognition, Neurocomputing, 488, (1) pp. 694-705. ISSN 0925-2312 (2021) [Refereed Article] 
Raza, A and Hardy, L and Roehrer, E and Yeom, S and Kang, BH, GPSPiChain-Blockchain and AI based self-contained anomaly detection family security system in smart home, Journal of Systems Science and Systems Engineering pp. 1-17. ISSN 1861-9576 (2021) [Refereed Article] 
van Esch, P and Black, JS and Arli, D, Job candidates' reactions to AI-Enabled job application processes, AI and Ethics, 1, (2) pp. 119-130. ISSN 2730-5961 (2021) [Refereed Article] 
Li, W and Bai, Q and Liang, L and Yang, Y and Hu, Y and Zhang, M, Social influence minimization based on context-aware multiple influences diffusion model, Knowledge-Based Systems, 227 Article 107233. ISSN 0950-7051 (2021) [Refereed Article] 
Wang, G and Wang, D and Du, C and Li, K and Zhang, J and Liu, Z and Tao, Y and Wang, M and Cao, Z and Yan, X, Seizure prediction using directed transfer function and convolution neural network on intracranial EEG, IEEE Transactions on Neural Systems and Rehabilitation Engineering pp. 1-11. ISSN 1558-0210 (2020) [Refereed Article]
van Esch, P and Arli, DI and Gheshlaghi, MH and Andonopoulos, V and von der Heidt, T and Northey, G, Anthropomorphism and augmented reality in the retail environment, Journal of Retailing and Consumer Services, 49 pp. 35-42. ISSN 0969-6989 (2019) [Refereed Article] 
Smith, SL and Lones, MA and Bedder, M and Alty, JE and Cosgrone, J and Maguire, RJ and Pownall, ME and Ivanoui, D and Lyle, C and Cording, A and Elliott, CJH, Computational approaches for understanding the diagnosis and treatment of Parkinson's disease, IET Systems Biology, 9, (6) pp. 226-233. ISSN 1751-8849 (2015) [Refereed Article] 
Compton, PJ and Kang, BH, Ripple-Down Rules: The Alternative to Machine Learning, Routledge/CRC Press, Oxford, UK, pp. 196. ISBN 9780367644321 (2021) [Authored Research Book] 
Chapter in Book
Ryu, R and Yeom, S and Herbert, D and Dermoudy, J, An adaptive biometric authentication system for online learning environments across multiple devices, Artificial Intelligence in Education, Springer, Cham, MM Rodrigo, N Matsuda, AI Cristea & V Dimitrova (ed), Durham, UK, pp. 375-378. ISBN 978-3-031-11646-9 (2022) [Research Book Chapter] 
Conference Publication
Li, X and Cao, Z and Bai, Q, A novel mountain driving unity simulated environment for autonomous vehicles, Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2-9 February 2021, Virtual Conference, Online (In Press) [Refereed Conference Paper] 
Cao, Z and Yun, J, An online human-agent interaction system: a brain-controlled agent playing games in unity, Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), 3-7 May 2021, London, UK (In Press) [Refereed Conference Paper]
Tran, SN, Compositional neural logic programming, Proceedings of the 30th International Joint Conference on Artificial Intelligence, 19-26 August 2021, Virtual Conference, Online (Montreal, Canada), pp. 3059-3066. ISBN 978-0-9992411-9-6 (2021) [Refereed Conference Paper] 
Tang, T and Hou, J and Guo, T and Bai, X and Tian, X and Hoshyar, AN, KIDNet: a Knowledge-Aware neural network model for academic performance prediction, SIGAI: ACM Special Interest Group on Artificial Intelligence, 14-17 December 2021, Melbourne, VIC, Australia, pp. 37-44. ISBN 9781450391870 (2021) [Refereed Conference Paper] 
Ryu, R and Yeom, S and Kim, S-H, Continuous multibiometric authentication for online exam with machine learning, Proceedings of the 2020 Australasian Conference on Information Systems, 1-4 December 2020, Victoria University of Wellington, New Zealand, pp. 1-7. (2020) [Refereed Conference Paper]
Wei, Y and Xu, S and Tran, S and Kang, B, Data augmentation with generative adversarial networks for grocery product image recognition, Proceedings of the 16th IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV 2020, 13-15 December 2020, Virtual Conference, Online (Shenzhen, China), pp. 963-968. ISBN 978-1-7281-7709-0 (2020) [Refereed Conference Paper] 
Xia, T and Cosgrove, J and Alty, J and Jamieson, S and Smith, J, Application of classification for figure copying test in Parkinson's disease diagnosis by using cartesian genetic programming, GECCO '19 Companion, 13-17 July, Prague, Czech Republic, pp. 1855-1863. ISBN 978-1-4503- 6748-6 (2019) [Refereed Conference Paper] 
Wells, L and Bednarz, T and Au, A, Applying reinforcement learning techniques to operations-level wargaming scenarios, 23rd International Congress on Modelling and Simulation - Supporting evidence-based decision making: the role of modelling and simulation, 1-6 December, Canberra, Australia, pp. 74-74. ISBN 978-0-9758400-8-5 (2019) [Conference Extract]
Vo, TH and Yeom, S and Na, IS and Oh, A and Lee, GS and Yang, HJ and Kim, SH, Combination of CNN and RNN for speech emotion recognition, SMA2019 - The International Conference on Smart Media & Applications, 5 - 7 December 2019, Hilton Guam Resort & Spa, GUAM, pp. 163 -166. ISSN 2287-4348 (2019) [Refereed Conference Paper] 
Lones, MA and Alty, J and Duggan-Carter, P and Turner, AJ and Jamieson, DRS and Smith, SL, Going through directional changes: evolving human movement classifiers using an event based encoding, GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 15-19 July, Berlin, Germany, pp. 1365-1371. ISBN 978-1-4503-4939-0 (2017) [Refereed Conference Paper] 
Lones, MA and Alty, JE and Duggan-Carter, P and Turner, AJ and Jamieson, DRS and Smith, SL, Classification and characterisation of movement patterns during levodopa therapy for parkinson's disease, 2014 Annual Conference on Genetic and Evolutionary Computation (GECCO'14), 12-16 July, Vancouver, BC, Canada, pp. 1321-1328. ISBN 978-1-4503-2881-4 (2015) [Refereed Conference Paper] 

This list was generated on Sun Dec 4 07:15:22 2022.