| kNN approach to unbalanced data distributions: a case study involving information extraction I Mani, I Zhang Proceedings of workshop on learning from imbalanced datasets 126 (1), 1-7, 2003 | 1037 | 2003 |
| The MONK's Problems: A Performance Comparison of Different Learning Algorithems S Thrun Technical Report of Carnegie Mellon University, 1991 | 654 | 1991 |
| Community evolution in dynamic multi-mode networks L Tang, H Liu, J Zhang, Z Nazeri Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008 | 362 | 2008 |
| Selecting typical instances in instance-based learning J Zhang Machine learning proceedings 1992, 470-479, 1992 | 356 | 1992 |
| Learning two-tiered descriptions of flexible concepts: The POSEIDON system F Bergadano, S Matwin, RS Michalski, J Zhang Machine Learning 8, 5-43, 1992 | 148 | 1992 |
| Identifying evolving groups in dynamic multimode networks L Tang, H Liu, J Zhang IEEE Transactions on Knowledge and Data Engineering 24 (1), 72-85, 2011 | 128 | 2011 |
| Inferring temporal ordering of events in news I Mani, B Schiffman, J Zhang Companion Volume of the Proceedings of HLT-NAACL 2003-Short Papers, 55-57, 2003 | 126 | 2003 |
| Intelligent selection of instances for prediction functions in lazy learning algorithms J Zhang, YS Yim, J Yang Lazy learning, 175-191, 1997 | 98 | 1997 |
| Learning rules from highly unbalanced data sets J Zhang, E Bloedorn, L Rosen, D Venese Fourth IEEE International Conference on Data Mining (ICDM'04), 571-574, 2004 | 66 | 2004 |
| Topic taxonomy adaptation for group profiling L Tang, H Liu, J Zhang, N Agarwal, JJ Salerno ACM Transactions on Knowledge Discovery from Data (TKDD) 1 (4), 1-28, 2008 | 64 | 2008 |
| Fuzzy subfiber and its application to seismic lithology classification L Chen, J Zhang Information Sciences-Applications 1 (2), 77-95, 1994 | 51 | 1994 |
| Acclimatizing taxonomic semantics for hierarchical content classification L Tang, J Zhang, H Liu Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 46 | 2006 |
| Measuring quality of concept descriptions F Bergadano, S Matwin, RS Michalski, J Zhang Proceedings of the 3rd European Conference on European Working Session on …, 1988 | 42 | 1988 |
| The equivalence between two definitions of digital surfaces L Chen, DH Cooley, J Zhang Information Sciences 115 (1-4), 201-220, 1999 | 38 | 1999 |
| A framework for explainable text classification in legal document review CJ Mahoney, J Zhang, N Huber-Fliflet, P Gronvall, H Zhao 2019 IEEE International Conference on Big Data (Big Data), 1858-1867, 2019 | 35 | 2019 |
| Explainable text classification in legal document review a case study of explainable predictive coding R Chhatwal, P Gronvall, N Huber-Fliflet, R Keeling, J Zhang, H Zhao 2018 IEEE international conference on big data (Big Data), 1905-1911, 2018 | 33 | 2018 |
| An approach to analyzing dependency of concurrent programs Z Chen, B Xu, H Yang, K Liu, J Zhang Proceedings First Asia-Pacific Conference on Quality Software, 39-43, 2000 | 33 | 2000 |
| Mining aviation data to understand impacts of severe weather on airspace system performance Z Nazeri, J Zhang Proceedings. International Conference on Information Technology: Coding and …, 2002 | 32 | 2002 |
| The role of URLs in objectionable web content categorization J Zhang, J Qin, Q Yan 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main …, 2006 | 31 | 2006 |
| Blocking objectionable web content by leveraging multiple information sources N Agarwal, H Liu, J Zhang Acm Sigkdd Explorations Newsletter 8 (1), 17-26, 2006 | 30 | 2006 |
