| Automatic construction of decision trees from data: A multi-disciplinary survey SK Murthy Data mining and knowledge discovery 2, 345-389, 1998 | 1666 | 1998 |
| A system for induction of oblique decision trees SK Murthy, S Kasif, S Salzberg Journal of artificial intelligence research 2, 1-32, 1994 | 1347 | 1994 |
| OC1: A randomized algorithm for building oblique decision trees SK Murthy, S Kasif, S Salzberg, R Beigel Proceedings of AAAI 93, 322-327, 1993 | 263 | 1993 |
| On growing better decision trees from data KVS Murthy The Johns Hopkins University, 1996 | 217 | 1996 |
| Interactive multimedia virtual classes requiring small online network bandwidth A Aggarwal, R Ananthanaratanan, V Bansal, K Kummamuru, PA Mittal, ... US Patent 6,381,444, 2002 | 144 | 2002 |
| Lookahead and pathology in decision tree induction S Murthy, S Salzberg IJCAI, 1025-1033, 1995 | 139 | 1995 |
| Method and system for knowledge-based filling and verification of complex forms KVS Murthy, BT Jani US Patent App. 12/368,046, 2009 | 116 | 2009 |
| Decision trees for automated identification of cosmic-ray hits in Hubble Space Telescope images S Salzberg, R Chandar, H Ford, SK Murthy, R White Publications of the Astronomical Society of the Pacific 107 (709), 279, 1995 | 106 | 1995 |
| Mark-free computer-assisted diagnosis method and system for assisting diagnosis of abnormalities in digital medical images using diagnosis based image enhancement J Qian, SKV Murthy, CL Novak US Patent 6,697,506, 2004 | 80 | 2004 |
| Decision Tree Induction: How Effective Is the Greedy Heuristic? SK Murthy, S Salzberg KDD, 222-227, 1995 | 77 | 1995 |
| Computer-assisted diagnosis method and system for automatically determining diagnostic saliency of digital images SKV Murthy, J Qian, CL Novak US Patent 6,320,976, 2001 | 68 | 2001 |
| System for generating a compound x-ray image for diagnosis SK Murthy, CL Novak, J Qian, Z Wu US Patent 6,101,238, 2000 | 63 | 2000 |
| Discovering morphemic suffixes: A case study in minimum description length induction MR Brent, SK Murthy, A Lundberg Proceedings of the fifth international workshop on artificial intelligence …, 1995 | 50 | 1995 |
| Method and apparatus for automatic collimation in x-ray peripheral imaging SK Murthy, J Qian US Patent 6,055,295, 2000 | 47 | 2000 |
| Discovering morphemic suffixes a case study in MDL induction MR Brent, SK Murthy, A Lundberg Pre-proceedings of the Fifth International Workshop on Artificial …, 1995 | 42 | 1995 |
| Customization of information retrieval through user-supplied code G Aggarwal, D Chakrabarti, PK Dubey, NP Garq, S Ghosal, AK Gupta, ... US Patent 6,611,834, 2003 | 31 | 2003 |
| Computer-assisted diagnosis method using correspondence checking and change detection of salient features in digital images SK Murthy, CL Novak, J Qian, Z Wu US Patent 6,453,058, 2002 | 27 | 2002 |
| Murphy R Nowak, WJ McBride, L Lumeng, TK Li TM, Lindsay, DR, Alster, P., Andersson, R. & Uvnäs-Moberg, K, 681-688, 1997 | 5 | 1997 |
| OCI: A Randomised Algorithm for Building Oblique Decision Trees SK Murthy, S Kasif, S Salzberg, R Beigel Proceedings of the Eleventh National Conference on Artificial Intelligence, 1993 | 5 | 1993 |
| Machine Learning for Seizure Prediction: A Revamped Approach S Kumar A, L Nigam, D Karnam, SK Murthy, P Fedorovych, V Kalidindi International Conference on Advances in Computing, Communications and …, 2015 | 4 | 2015 |
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
