| Reducing misclassification costs M Pazzani, C Merz, P Murphy, K Ali, T Hume, C Brunk Machine Learning Proceedings 1994, 217-225, 1994 | 546 | 1994 |
| Error reduction through learning multiple descriptions KM Ali, MJ Pazzani Machine learning 24, 173-202, 1996 | 463 | 1996 |
| Intelligent system and methods of recommending media content items based on user preferences K Ali, W Van Stam US Patent 8,079,046, 2011 | 359 | 2011 |
| Partial classification using association rules. K Ali, S Manganaris, R Srikant KDD 97, p115-118, 1997 | 345 | 1997 |
| TiVo: making show recommendations using a distributed collaborative filtering architecture K Ali, W Van Stam Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004 | 337 | 2004 |
| Intelligent system and methods of recommending media content items based on user preferences K Ali, W Van Stam US Patent 7,840,986, 2010 | 164 | 2010 |
| Advances in machine learning and data mining for astronomy JD Scargle, KM Ali, AN Srivastava CRC Press, 2012 | 139 | 2012 |
| Getjar mobile application recommendations with very sparse datasets K Shi, K Ali Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 138 | 2012 |
| On the link between error correlation and error reduction in decision tree ensembles KM Ali, MJ Pazzani | 107 | 1995 |
| ∼ 750 Ma banded iron formation from the Arabian-Nubian Shield—Implications for understanding neoproterozoic tectonics, volcanism, and climate change RJ Stern, SK Mukherjee, NR Miller, K Ali, PR Johnson Precambrian Research 239, 79-94, 2013 | 102 | 2013 |
| Acceptance of rules generated by machine learning among medical experts MJ Pazzani, S Mani, WR Shankle Methods of information in medicine 40 (05), 380-385, 2001 | 90 | 2001 |
| HYDRA: A noise-tolerant relational concept learning algorithm KM Ali, MJ Pazzani | 86 | 1992 |
| Learning probabilistic relational concept descriptions KM Ali University of California, Irvine, 1996 | 49 | 1996 |
| An application of transfer to american football: From observation of raw video to control in a simulated environment DJ Stracuzzi, A Fern, K Ali, R Hess, J Pinto, N Li, T Konik, DG Shapiro AI Magazine 32 (2), 107-125, 2011 | 37 | 2011 |
| Robust methodologies for modeling web click distributions K Ali, M Scarr Proceedings of the 16th international conference on World Wide Web, 511-520, 2007 | 32 | 2007 |
| Reducing the small disjuncts problem by learning probabilistic concept descriptions KM Ali, MJ Pazzani | 32 | 1992 |
| Repeaters for multibeam satellites R Peach, N Miller, B Tailor, K Ali, G Beauchamp, S Lam, ... US Patent 5,822,312, 1998 | 27 | 1998 |
| On learning multiple descriptions of a concept K Ali, C Brunk, M Pazzani Proceedings Sixth International Conference on Tools with Artificial …, 1994 | 27 | 1994 |
| Augmenting domain theory for explanation-based generalisation KM Ali Proceedings of the sixth international workshop on Machine learning, 40-42, 1989 | 24 | 1989 |
| Trading off coverage for accuracy in forecasts: Applications to clinical data analysis MJ Pazzani, P Murphy, K Ali, D Schulenburg Proceedings of the AAAI Symposium on Artificial Intelligence in Medicine …, 1994 | 22 | 1994 |