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Ron Kohavi: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Ron Kohavi, Dan Sommerfield
    Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology. [Citation Graph (3, 0)][DBLP]
    KDD, 1995, pp:192-197 [Conf]
  2. James Dougherty, Ron Kohavi, Mehran Sahami
    Supervised and Unsupervised Discretization of Continuous Features. [Citation Graph (2, 0)][DBLP]
    ICML, 1995, pp:194-202 [Conf]
  3. Ron Kohavi
    A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection. [Citation Graph (2, 0)][DBLP]
    IJCAI, 1995, pp:1137-1145 [Conf]
  4. Ron Kohavi
    Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. [Citation Graph (1, 0)][DBLP]
    KDD, 1996, pp:202-207 [Conf]
  5. Jerome H. Friedman, Ron Kohavi, Yeogirl Yun
    Lazy Decision Trees. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, Vol. 1, 1996, pp:717-724 [Conf]
  6. Ron Kohavi
    Bottom-Up Induction of Oblivious Read-Once Decision Graphs: Strengths and Limitations. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:613-618 [Conf]
  7. Jeffrey P. Bradford, Clayton Kunz, Ron Kohavi, Clifford Brunk, Carla E. Brodley
    Pruning Decision Trees with Misclassification Costs. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:131-136 [Conf]
  8. Ron Kohavi
    Bottom-Up Induction of Oblivious Read-Once Decision Graphs. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:154-169 [Conf]
  9. Ron Kohavi
    The Power of Decision Tables. [Citation Graph (0, 0)][DBLP]
    ECML, 1995, pp:174-189 [Conf]
  10. Suhail Ansari, Ron Kohavi, Llew Mason, Zijian Zheng
    Integrating E-Commerce and Data Mining: Architecture and Challenges. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:27-34 [Conf]
  11. George H. John, Ron Kohavi, Karl Pfleger
    Irrelevant Features and the Subset Selection Problem. [Citation Graph (0, 0)][DBLP]
    ICML, 1994, pp:121-129 [Conf]
  12. Ron Kohavi, David Wolpert
    Bias Plus Variance Decomposition for Zero-One Loss Functions. [Citation Graph (0, 0)][DBLP]
    ICML, 1996, pp:275-283 [Conf]
  13. Ron Kohavi, George H. John
    Autmatic Parameter Selection by Minimizing Estimated Error. [Citation Graph (0, 0)][DBLP]
    ICML, 1995, pp:304-312 [Conf]
  14. Ron Kohavi, Clayton Kunz
    Option Decision Trees with Majority Votes. [Citation Graph (0, 0)][DBLP]
    ICML, 1997, pp:161-169 [Conf]
  15. Foster J. Provost, Tom Fawcett, Ron Kohavi
    The Case against Accuracy Estimation for Comparing Induction Algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:445-453 [Conf]
  16. Ron Kohavi, George H. John, Richard Long, David Manley, Karl Pfleger
    MLC++: A Machine Learning Library in C++. [Citation Graph (0, 0)][DBLP]
    ICTAI, 1994, pp:740-743 [Conf]
  17. Ron Kohavi, Dan Sommerfield, James Dougherty
    Data Mining Using MLC++: A Machine Learning Library in C++. [Citation Graph (0, 0)][DBLP]
    ICTAI, 1996, pp:234-245 [Conf]
  18. Ron Kohavi, Chia-Hsin Li
    Oblivious Decision Trees, Graphs, and Top-Down Pruning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1071-1079 [Conf]
  19. Clifford Brunk, James Kelly, Ron Kohavi
    MineSet: An Integrated System for Data Mining. [Citation Graph (0, 0)][DBLP]
    KDD, 1997, pp:135-138 [Conf]
  20. Ron Kohavi
    Mining e-commerce data: the good, the bad, and the ugly. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:8-13 [Conf]
  21. Ron Kohavi, Mehran Sahami
    Error-Based and Entropy-Based Discretization of Continuous Features. [Citation Graph (0, 0)][DBLP]
    KDD, 1996, pp:114-119 [Conf]
  22. Ron Kohavi, Dan Sommerfield
    Targeting Business Users with Decision Table Classifiers. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:249-253 [Conf]
  23. Ron Kohavi, Myra Spiliopoulou, Jaideep Srivastava
    Web mining for e-commerce (workshop session - title only). [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:534- [Conf]
  24. Zijian Zheng, Ron Kohavi, Llew Mason
    Real world performance of association rule algorithms. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:401-406 [Conf]
  25. Ron Kohavi
    Mining E-Commerce Data: The Good, the Bad, and the Ugly. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2001, pp:2- [Conf]
  26. Ron Kohavi
    Focus the Mining Beacon: Lessons and Challenges from the World of E-Commerce. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:7- [Conf]
  27. Ron Kohavi, Rajesh Parekh
    Visualizing RFM Segmentation. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  28. Ron Kohavi, George H. John
    Wrappers for Feature Subset Selection. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1997, v:97, n:1-2, pp:273-324 [Journal]
  29. Ron Kohavi, Neal Rothleder, Evangelos Simoudis
    Emerging trends in business analytics. [Citation Graph (0, 0)][DBLP]
    Commun. ACM, 2002, v:45, n:8, pp:45-48 [Journal]
  30. Suhail Ansari, Ron Kohavi, Llew Mason, Zijian Zheng
    Integrating E-Commerce and Data Mining: Architecture and Challenges [Citation Graph (0, 0)][DBLP]
    CoRR, 2000, v:0, n:, pp:- [Journal]
  31. Ron Kohavi, Foster J. Provost
    Applications of Data Mining to Electronic Commerce [Citation Graph (0, 0)][DBLP]
    CoRR, 2000, v:0, n:, pp:- [Journal]
  32. Ron Kohavi, Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava
    Web Mining. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2002, v:6, n:1, pp:5-8 [Journal]
  33. Ron Kohavi, Foster J. Provost
    Applications of Data Mining to Electronic Commerce. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2001, v:5, n:1/2, pp:5-10 [Journal]
  34. Ron Kohavi, Dan Sommerfield, James Dougherty
    Data Mining Using MLC a Machine Learning Library in C++. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 1997, v:6, n:4, pp:537-566 [Journal]
  35. Eric Bauer, Ron Kohavi
    An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1999, v:36, n:1-2, pp:105-139 [Journal]
  36. Ron Kohavi, Scott Benson
    Research Note on Decision Lists. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1993, v:13, n:, pp:131-134 [Journal]
  37. Ron Kohavi, Llew Mason, Rajesh Parekh, Zijian Zheng
    Lessons and Challenges from Mining Retail E-Commerce Data. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:57, n:1-2, pp:83-113 [Journal]
  38. Foster J. Provost, Ron Kohavi
    Guest Editors' Introduction: On Applied Research in Machine Learning. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1998, v:30, n:2-3, pp:127-132 [Journal]
  39. Ron Kohavi, Carla E. Brodley, Brian Frasca, Llew Mason, Zijian Zheng
    KDD-Cup 2000 Organizers' Report: Peeling the Onion. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:86-98 [Journal]
  40. Ron Kohavi, Mehran Sahami
    Integrating Data Mining into Vertical Solutions. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:1, n:2, pp:55-58 [Journal]
  41. Myra Spiliopoulou, Jaideep Srivastava, Ron Kohavi, Brij M. Masand
    WEBKDD 2000 - Web Mining for E-Commerce. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:106-107 [Journal]
  42. Ron Kohavi, Randal M. Henne, Dan Sommerfield
    Practical guide to controlled experiments on the web: listen to your customers not to the hippo. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:959-967 [Conf]

  43. Seven pitfalls to avoid when running controlled experiments on the web. [Citation Graph (, )][DBLP]


  44. Online Experiments: Lessons Learned. [Citation Graph (, )][DBLP]


  45. Online Experiments: Practical Lessons. [Citation Graph (, )][DBLP]


  46. Controlled experiments on the web: survey and practical guide. [Citation Graph (, )][DBLP]


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