| Efficient kNN classification with different numbers of nearest neighbors S Zhang, X Li, M Zong, X Zhu, R Wang IEEE transactions on neural networks and learning systems 29 (5), 1774-1785, 2017 | 1333 | 2017 |
| Data preparation for data mining S Zhang, C Zhang, Q Yang Applied artificial intelligence 17 (5-6), 375-381, 2003 | 924 | 2003 |
| Learning k for kNN Classification S Zhang, X Li, M Zong, X Zhu, D Cheng ACM Transactions on Intelligent Systems and Technology (TIST) 8 (3), 1-19, 2017 | 872 | 2017 |
| Association rule mining: models and algorithms C Zhang, S Zhang Springer Berlin Heidelberg, 2002 | 869 | 2002 |
| Efficient mining of both positive and negative association rules X Wu, C Zhang, S Zhang ACM Transactions on Information Systems (TOIS) 22 (3), 381-405, 2004 | 854 | 2004 |
| Efficient kNN classification algorithm for big data Z Deng, X Zhu, D Cheng, M Zong, S Zhang Neurocomputing 195, 143-148, 2016 | 707 | 2016 |
| Nearest neighbor selection for iteratively kNN imputation S Zhang Journal of Systems and Software 85 (11), 2541-2552, 2012 | 480 | 2012 |
| Decision trees with minimal costs CX Ling, Q Yang, J Wang, S Zhang Proceedings of the twenty-first international conference on Machine learning, 69, 2004 | 404 | 2004 |
| Missing value estimation for mixed-attribute data sets X Zhu, S Zhang, Z Jin, Z Zhang, Z Xu IEEE Transactions on Knowledge and Data Engineering 23 (1), 110-121, 2010 | 369 | 2010 |
| Robust joint graph sparse coding for unsupervised spectral feature selection X Zhu, X Li, S Zhang, C Ju, X Wu IEEE transactions on neural networks and learning systems 28 (6), 1263-1275, 2016 | 352 | 2016 |
| Block-row sparse multiview multilabel learning for image classification X Zhu, X Li, S Zhang IEEE transactions on cybernetics 46 (2), 450-461, 2015 | 347 | 2015 |
| A novel kNN algorithm with data-driven k parameter computation S Zhang, D Cheng, Z Deng, M Zong, X Deng Pattern Recognition Letters 109, 44-54, 2018 | 271 | 2018 |
| Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support X Yan, C Zhang, S Zhang Expert Systems with Applications 36 (2), 3066-3076, 2009 | 268 | 2009 |
| Synthesizing high-frequency rules from different data sources X Wu, S Zhang IEEE Transactions on Knowledge and Data Engineering 15 (2), 353-367, 2003 | 261 | 2003 |
| Robust image hashing with ring partition and invariant vector distance Z Tang, X Zhang, X Li, S Zhang IEEE transactions on information forensics and security 11 (1), 200-214, 2015 | 260 | 2015 |
| " Missing is useful": Missing values in cost-sensitive decision trees S Zhang, Z Qin, CX Ling, S Sheng IEEE transactions on knowledge and data engineering 17 (12), 1689-1693, 2005 | 259 | 2005 |
| One-step multi-view spectral clustering X Zhu, S Zhang, W He, R Hu, C Lei, P Zhu IEEE Transactions on Knowledge and Data Engineering 31 (10), 2022-2034, 2018 | 243 | 2018 |
| Robust perceptual image hashing based on ring partition and NMF Z Tang, X Zhang, S Zhang IEEE transactions on knowledge and data engineering 26 (3), 711-724, 2013 | 225 | 2013 |
| Low-rank sparse subspace for spectral clustering X Zhu, S Zhang, Y Li, J Zhang, L Yang, Y Fang IEEE Transactions on knowledge and data engineering 31 (8), 1532-1543, 2018 | 222 | 2018 |
| Challenges in KNN classification S Zhang IEEE Transactions on Knowledge and Data Engineering 34 (10), 4663-4675, 2021 | 208 | 2021 |