| Robust high dimensional stream classification with novel class detection Z Wang, Z Kong, S Changra, H Tao, L Khan 2019 IEEE 35th international conference on data engineering (ICDE), 1418-1429, 2019 | 42 | 2019 |
| Multistream classification for cyber threat data with heterogeneous feature space YF Li, Y Gao, G Ayoade, H Tao, L Khan, B Thuraisingham The World Wide Web Conference, 2992-2998, 2019 | 30 | 2019 |
| Clear: Contrastive-prototype learning with drift estimation for resource constrained stream mining Z Wang, Y Chen, C Zhao, Y Lin, X Zhao, H Tao, Y Wang, L Khan Proceedings of the Web Conference 2021, 1351-1362, 2021 | 19 | 2021 |
| A framework for multistream regression with direct density ratio estimation A Haque, H Tao, S Chandra, J Liu, L Khan Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 16 | 2018 |
| Comc: A framework for online cross-domain multistream classification H Tao, Z Wang, Y Li, M Zamani, L Khan 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 9 | 2019 |
| Ensemble direct density ratio estimation for multistream classification S Chandra, A Haque, H Tao, J Liu, L Khan, C Aggarwal 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1364-1367, 2018 | 9 | 2018 |
| Metric learning based framework for streaming classification with concept evolution Z Wang, H Tao, Z Kong, S Chandra, L Khan 2019 international joint conference on neural networks (IJCNN), 1-8, 2019 | 6 | 2019 |
| An episodic learning based geolocation detection framework for imbalanced data H Tao, Y Gao, Z Wang, L Khan, B Thuraisingham 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 3 | 2021 |
| Adaptive multi-region network for medical image analysis H Tao, Z Wang, Y Gao, Y Wang, L Khan 2020 IEEE International Conference on Image Processing (ICIP), 71-75, 2020 | 2 | 2020 |
| A Simple, Effective and Extendible Approach to Deep Multi-task Learning Y Gao, YF Li, Y Lin, H Tao, L Khan 2020 IEEE International Conference on Big Data (Big Data), 924-929, 2020 | 1 | 2020 |
| Personalized Hashtag Recommendation with User-level Meta-learning H Tao, L Khan, B Thuraisingham 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | | 2022 |
| Transfer Learning and Distance Metric Learning in Non-stationary Environments H Tao The University of Texas at Dallas, 2021 | | 2021 |
| Few Sample Learning without Data Storage for Lifelong Stream Mining (Student Abstract) Z Wang, Y Wang, Y Lin, B Dong, H Tao, L Khan Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13961 …, 2020 | | 2020 |
| Co-Representation Learning For Classification and Novel Class Detection via Deep Networks Z Wang, Z Kong, H Tao, S Chandra, L Khan arXiv preprint arXiv:1811.05141, 2018 | | 2018 |
| Few Sample Learning without Data Storage For Lifelong Stream Mining Z Wang, Y Wang, Y Lin, B Dong, H Tao, L Khan | | |
