| Urban flow prediction from spatiotemporal data using machine learning: A survey P Xie, T Li, J Liu, S Du, X Yang, J Zhang Information Fusion 59, 1-12, 2020 | 292 | 2020 |
| Urban big data fusion based on deep learning: An overview J Liu, T Li, P Xie, S Du, F Teng, X Yang Information Fusion 53, 123-133, 2020 | 290 | 2020 |
| Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions Z Yuan, H Chen, P Xie, P Zhang, J Liu, T Li Applied Soft Computing 107, 107353, 2021 | 107 | 2021 |
| A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data P Zhang, T Li, Z Yuan, C Luo, G Wang, J Liu, S Du Information Fusion 80, 87-103, 2022 | 81 | 2022 |
| Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection Z Yuan, H Chen, T Li, J Liu, S Wang Fuzzy Sets and Systems 421, 1-28, 2021 | 66 | 2021 |
| An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability W Huang, T Li, J Liu, P Xie, S Du, F Teng Information Fusion 75, 28-40, 2021 | 59 | 2021 |
| Interactive and complementary feature selection via fuzzy multigranularity uncertainty measures J Wan, H Chen, T Li, Z Yuan, J Liu, W Huang IEEE Transactions on Cybernetics 53 (2), 1208-1221, 2021 | 59 | 2021 |
| Anomaly detection based on weighted fuzzy-rough density Z Yuan, B Chen, J Liu, H Chen, D Peng, P Li Applied Soft Computing 134, 109995, 2023 | 53 | 2023 |
| A generalized deep learning algorithm based on NMF for multi-view clustering D Wang, T Li, P Deng, J Liu, W Huang, F Zhang IEEE Transactions on Big Data 9 (1), 328-340, 2022 | 46 | 2022 |
| A generalized deep learning clustering algorithm based on non-negative matrix factorization D Wang, T Li, P Deng, F Zhang, W Huang, P Zhang, J Liu ACM Transactions on Knowledge Discovery from Data 17 (7), 1-20, 2023 | 37 | 2023 |
| Urban flow pattern mining based on multi-source heterogeneous data fusion and knowledge graph embedding J Liu, T Li, S Ji, P Xie, S Du, F Teng, J Zhang IEEE Transactions on Knowledge and Data Engineering 35 (2), 2133-2146, 2021 | 37 | 2021 |
| FedDSR: Daily schedule recommendation in a federated deep reinforcement learning framework W Huang, J Liu, T Li, T Huang, S Ji, J Wan IEEE Transactions on Knowledge and Data Engineering 35 (4), 3912-3924, 2021 | 35 | 2021 |
| Cross-domain knowledge graph chiasmal embedding for multi-domain item-item recommendation J Liu, W Huang, T Li, S Ji, J Zhang IEEE Transactions on Knowledge and Data Engineering 35 (5), 4621-4633, 2022 | 33 | 2022 |
| Fedcke: Cross-domain knowledge graph embedding in federated learning W Huang, J Liu, T Li, S Ji, D Wang, T Huang IEEE Transactions on Big Data 9 (3), 792-804, 2022 | 22 | 2022 |
| Symbolic aggregate approximation based data fusion model for dangerous driving behavior detection J Liu, T Li, Z Yuan, W Huang, P Xie, Q Huang Information Sciences 609, 626-643, 2022 | 15 | 2022 |
| Constructing better prototype generators with 3D CNNs for few-shot text classification X Wang, Y Du, D Chen, X Li, X Chen, Y Lee, J Liu Expert Systems with Applications 225, 120124, 2023 | 12 | 2023 |
| SLAFusion: Attention fusion based on SAX and LSTM for dangerous driving behavior detection J Liu, W Huang, H Li, S Ji, Y Du, T Li Information Sciences 640, 119063, 2023 | 11 | 2023 |
| Multimodal federated learning: Concept, methods, applications and future directions W Huang, D Wang, X Ouyang, J Wan, J Liu, T Li Information Fusion 112, 102576, 2024 | 8 | 2024 |
| Dual adversarial network with meta-learning for domain-generalized few-shot text classification X Wang, Y Du, D Chen, X Li, X Chen, Y Fan, C Xie, Y Li, J Liu, H Li Applied Soft Computing 146, 110697, 2023 | 8 | 2023 |
| Social community evolution by combining gravitational relationship with community structure J Liu, YJ Du, Q Li, CL Fu Intelligent Data Analysis 22 (5), 1143-1161, 2018 | 7 | 2018 |