| Top 10 algorithms in data mining X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ... Knowledge and information systems 14, 1-37, 2008 | 7682 | 2008 |
| CART: classification and regression trees D Steinberg The top ten algorithms in data mining, 193-216, 2009 | 785 | 2009 |
| Experimental analysis of choice RT Carson, JJ Louviere, DA Anderson, P Arabie, DS Bunch, DA Hensher, ... Marketing letters 5, 351-367, 1994 | 581 | 1994 |
| Cart D Steinberg, P Colla Classification and Regression Trees, Tree Structured Nonparametric Data …, 1995 | 495 | 1995 |
| Modeling methods for discrete choice analysis M Ben-Akiva, D McFadden, M Abe, U Böckenholt, D Bolduc, D Gopinath, ... Marketing Letters 8, 273-286, 1997 | 188 | 1997 |
| Predictive analytics with gradient boosting in clinical medicine Z Zhang, Y Zhao, A Canes, D Steinberg, O Lyashevska Annals of translational medicine 7 (7), 2019 | 171 | 2019 |
| LOGIT: A supplementary module for SYSTAT D Steinberg, P Colla ICON Group International, 1991 | 164 | 1991 |
| MARS user guide D Steinberg, PL Colla, K Martin San Diego, CA: Salford Systems, 1999 | 106 | 1999 |
| SURVIVAL: A supplementary module for SYSTAT D Steinberg The American Statistician 43 (1), 67, 1989 | 102 | 1989 |
| Rainfall forecasting using soft computing models and multivariate adaptive regression splines A Abraham, D Steinberg, NS Philip IEEE SMC Transactions, Special Issue on Fusion of Soft Computing and Hard …, 2001 | 84 | 2001 |
| Logistic regression D Steinberg, P Colla Systat 11, 207-278, 2004 | 70 | 2004 |
| A discrete choice contingent valuation estimate of the value of Kenai king salmon R Carson, M Hanemann, D Steinberg Journal of Behavioral Economics 19 (1), 53-68, 1990 | 61 | 1990 |
| CART: A supplementary module for SYSTAT D Steinberg, P Colla SYSTAT, Evanston, IL, 1992 | 57 | 1992 |
| Constrained tree structure method and system D Steinberg, S Cardell US Patent 7,328,218, 2008 | 56 | 2008 |
| CART 6.0 user’s manual D Steinberg, M Golovnya Salford Systems, San Diego, CA, 2006 | 55 | 2006 |
| MARS: Still an alien planet in soft computing? A Abraham, D Steinberg International Conference on Computational Science, 235-244, 2001 | 49 | 2001 |
| Estimating logistic regression models when the dependent variable has no variance D Steinberg, N Scott Cardell Communications in Statistics-Theory and Methods 21 (2), 423-450, 1992 | 46 | 1992 |
| Is neural network a reliable forecaster on earth? a MARS query! A Abraham, D Steinberg International Work-Conference on Artificial Neural Networks, 679-686, 2001 | 44 | 2001 |
| The hybrid CART-Logit model in classification and data mining D Steinberg, NS Cardell Salford Systems White Paper 42, 1998 | 43 | 1998 |
| Experimental design for discrete choice voter preference surveys RT Carson, D Steinberg 1989 Proceeding of the Survey Methodology Section of the American …, 1990 | 41 | 1990 |
