Department of Data Science
Organisational unit: Academic Departments
Research Output
- 2024
- Published
Time-Varying Formation Control of Autonomous Surface Vehicles Based on Affine Observer
Tang, C., Zhang, H., Cao, H. & Wang, J., Oct 2024, In: IEEE Transactions on Industrial Electronics. 71, 10, p. 12952-12963 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Online published
Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs
ZHAO, X., Lin, F., Zhao, Z., Yin, Z., Li, X., Chen, E., Zhu, X., & 1 others, 19 Sept 2024, (Online published) In: ACM Transactions on Information Systems. 30 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
In-Depth Insights into the Application of Recurrent Neural Networks (RNNs) in Traffic Prediction: A Comprehensive Review
He, Y., Huang, P., Hong, W., Luo, Q., Li, L. & Tsui, K., 6 Sept 2024, (Online published) In: Algorithms. 17, 9, 43 p., 398.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Concurrent Functional Linear Regression Via Plug-in Empirical Likelihood
Chang, H. & McKeague, I. W., 2 Sept 2024, (Online published) In: Sankhya A.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Global prevalence of major depressive disorder in LGBTQ+ samples: A systematic review and meta-analysis of epidemiological studies
Cai, H., Chen, P., Zhang, Q., Lam, M. I., Si, T. L., Liu, Y., Zheng, W., & 8 others, 1 Sept 2024, In: Journal of Affective Disorders. 360, p. 249-258Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Editorial: Contributions to AI and machine learning for manufacturing
Huang, Q., Kong, Z. J., Colosimo, B. M., Wang, L. & Zeng, L., Sept 2024, In: IISE Transactions. 56, 9, p. 915-916Research output: Journal Publications and Reviews › Editorial Preface
- Published
Neurodynamic Approaches to Cardinality-Constrained Portfolio Optimization
Leung, M. & Wang, J., 28 Aug 2024, Machine Learning Approaches in Financial Analytics . Maglaras, L. A., Das, S., Tripathy, N. & Patnaik, S. (eds.). 1 ed. Springer, Cham, p. 69-96 (Intelligent Systems Reference Library; vol. 254).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review
- Online published
Developing a machine learning-based instrument for subjective well-being assessment on Weibo and its psychological significance: An evaluative and interpretive research
Han, N., Wen, Y., Wang, B., Huang, F., Liu, X., Li, L. & Zhu, T., 21 Aug 2024, (Online published) In: Applied Psychology: Health and Well-Being.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Patching in Order: Efficient On-Device Model Fine-Tuning for Multi-DNN Vision Applications
Cao, Z., Cheng, Y., Zhou, Z., Lu, A., Hu, Y., Liu, J., Zhang, M., & 1 others, 14 Aug 2024, (Online published) In: IEEE Transactions on Mobile Computing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Association between Residential Greenness and Incident Delirium: A Prospective Cohort Study in the UK Biobank
He, Q., Sun, M., Wang, Y., Li, G., Zhao, H., Ma, Z., Feng, Z., & 5 others, 10 Aug 2024, In: Science of the Total Environment. 937, 173341.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Distance Aware Risk Minimization for Domain Generalization in Machine Fault Diagnosis
Mo, Z., Zhang, Z. & Tsui, K., 8 Aug 2024, (Online published) In: IEEE Internet of Things Journal.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Adversarial Attack and Defense on Discrete Time Dynamic Graphs
Zhao, Z., Yang, Y., Yin, Z., Xu, T., Zhu, X., Lin, F., Li, X., & 1 others, 5 Aug 2024, (Online published) In: IEEE Transactions on Knowledge and Data Engineering. 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
A Collaborative Neurodynamic Optimization Approach to Distributed Chiller Loading
Chen, Z., Wang, J. & Han, Q., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10950-10960 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10 - Published
A Survey of Neurodynamic Optimization
Xia, Y., Liu, Q., Wang, J. & Cichocki, A., Aug 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 4, p. 2677-2696 20 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Binary matrix factorization via collaborative neurodynamic optimization
Li, H., Wang, J., Zhang, N. & Zhang, W., Aug 2024, In: Neural Networks. 176, 106348.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Centralized Deep Reinforcement Learning Method for Dynamic Multi-Vehicle Pickup and Delivery Problem with Crowdshippers
Xiang, C., Wu, Z., Tu, J. & Huang, J., Aug 2024, In: IEEE Transactions on Intelligent Transportation Systems. 25, 8, p. 9253-9267Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
Zhu, Y., Yu, J. J., Zhao, X., Liu, Q., Ye, Y., Chen, W., Zhang, Z., & 2 others, Aug 2024, KDD '24 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York, NY: Association for Computing Machinery, p. 4676-4687 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
Li, X., Bai, Y., Guo, T., Liu, Z., Huang, Y., Zhao, X., Xia, F., & 2 others, Aug 2024, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 5918-5926Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems
Jia, P., Wang, Y., Du, Z., Zhao, X., Wang, Y., Chen, B., Wang, W., & 2 others, Aug 2024, KDD ’24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York, NY: Association for Computing Machinery, p. 5194-5205Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Finite-time Projective Synchronization of Hyperjerk Systems Modeled With Fuzzy Recurrent Neural Networks
Zhang, B., Wang, J., Feng, Y. & Zhang, Z., Aug 2024, In: IEEE Transactions on Fuzzy Systems. 32, 8, p. 4482-4495 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1
