| A survey on transfer learning SJ Pan, Q Yang IEEE Transactions on knowledge and data engineering 22 (10), 1345-1359, 2009 | 16769 | 2009 |
| Top 10 algorithms in data mining X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ... Knowledge and information systems 14 (1), 1-37, 2008 | 6278 | 2008 |
| Graph embedding and extensions: A general framework for dimensionality reduction S Yan, D Xu, B Zhang, HJ Zhang, Q Yang, S Lin IEEE transactions on pattern analysis and machine intelligence 29 (1), 40-51, 2006 | 3345 | 2006 |
| Domain adaptation via transfer component analysis SJ Pan, IW Tsang, JT Kwok, Q Yang IEEE transactions on neural networks 22 (2), 199-210, 2010 | 3138 | 2010 |
| Federated machine learning: Concept and applications Q Yang, Y Liu, T Chen, Y Tong ACM Transactions on Intelligent Systems and Technology (TIST) 10 (2), 1-19, 2019 | 2104 | 2019 |
| Boosting for Transfer Learning W Dai, Q Yang, GR Xue, Y Yu Proceedings of the 24th Annual International Conference on Machine Learning …, 2007 | 1889* | 2007 |
| Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and Trends® in Machine Learning 14 (1–2), 1-210, 2021 | 1723 | 2021 |
| One-class collaborative filtering R Pan, Y Zhou, B Cao, NN Liu, R Lukose, M Scholz, Q Yang 2008 Eighth IEEE International Conference on Data Mining, 502-511, 2008 | 1142 | 2008 |
| A survey on multi-task learning Y Zhang, Q Yang IEEE Transactions on Knowledge and Data Engineering, 2021 | 1028 | 2021 |
| Scalable collaborative filtering using cluster-based smoothing GR Xue, C Lin, Q Yang, WS Xi, HJ Zeng, Y Yu, Z Chen Proceedings of the 28th annual international ACM SIGIR conference on …, 2005 | 966 | 2005 |
| 10 challenging problems in data mining research Q Yang, X Wu International Journal of Information Technology & Decision Making 5 (04 …, 2006 | 897 | 2006 |
| Cross-domain sentiment classification via spectral feature alignment SJ Pan, X Ni, JT Sun, Q Yang, Z Chen Proceedings of the 19th international conference on World wide web, 751-760, 2010 | 856 | 2010 |
| Collaborative location and activity recommendations with gps history data VW Zheng, Y Zheng, X Xie, Q Yang Proceedings of the 19th international conference on World wide web, 1029-1038, 2010 | 840 | 2010 |
| Transfer learning via dimensionality reduction. SJ Pan, JT Kwok, Q Yang AAAI 8, 677-682, 2008 | 709 | 2008 |
| Federated learning in mobile edge networks: A comprehensive survey WYB Lim, NC Luong, DT Hoang, Y Jiao, YC Liang, Q Yang, D Niyato, ... IEEE Communications Surveys & Tutorials 22 (3), 2031-2063, 2020 | 703 | 2020 |
| Data preparation for data mining S Zhang, C Zhang, Q Yang Applied artificial intelligence 17 (5-6), 375-381, 2003 | 641 | 2003 |
| Search engine with natural language-based robust parsing for user query and relevance feedback learning HF Wang, KF Lee, Q Yang US Patent 6,766,320, 2004 | 590 | 2004 |
| Mining high utility itemsets R Chan, Q Yang, YD Shen Third IEEE international conference on data mining, 19-19, 2003 | 560 | 2003 |
| BOOST: A fast approach to detecting gene-gene interactions in genome-wide case-control studies X Wan, C Yang, Q Yang, H Xue, X Fan, NLS Tang, W Yu The American Journal of Human Genetics 87 (3), 325-340, 2010 | 526 | 2010 |
| Transferring Naïve Bayes Classifiers for Text Classification W Dai, GR Xue, Q Yang, Y Yu Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence …, 2007 | 476 | 2007 |
Sinno Jialin PanNanyang Technological University, Singapore確認したメール アドレス: ntu.edu.sg
