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Paul E. Utgoff: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Paul E. Utgoff
    Incremental Induction of Decision Trees. [Citation Graph (2, 0)][DBLP]
    Machine Learning, 1989, v:4, n:, pp:161-186 [Journal]
  2. Tom M. Mitchell, Paul E. Utgoff, Bernard Nudel, Ranan B. Banerji
    Learning Problem-Solving Heuristics Through Practice. [Citation Graph (1, 0)][DBLP]
    IJCAI, 1981, pp:127-134 [Conf]
  3. Paul E. Utgoff, Neil C. Berkman, Jeffery A. Clouse
    Decision Tree Induction Based on Efficient Tree Restructuring. [Citation Graph (1, 0)][DBLP]
    Machine Learning, 1997, v:29, n:1, pp:5-44 [Journal]
  4. James P. Callan, Paul E. Utgoff
    Constructive Induction on Domain Information. [Citation Graph (0, 0)][DBLP]
    AAAI, 1991, pp:614-619 [Conf]
  5. Margaret E. Connell, Paul E. Utgoff
    Learning to Control a Dynamic Physical System. [Citation Graph (0, 0)][DBLP]
    AAAI, 1987, pp:456-460 [Conf]
  6. Paul E. Utgoff
    Perceptron Trees: A Case Study In Hybrid Concept Representations. [Citation Graph (0, 0)][DBLP]
    AAAI, 1988, pp:601-606 [Conf]
  7. Paul E. Utgoff, Jeffrey A. Clouse
    Two Kinds of Training Information For Evaluation Function Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 1991, pp:596-600 [Conf]
  8. Paul E. Utgoff, Tom M. Mitchell
    Acquisition of Appropriate Bias for Inductive Concept Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 1982, pp:414-417 [Conf]
  9. Richard C. Yee, Sharad Saxena, Paul E. Utgoff, Andrew G. Barto
    Explaining Temporal Differences to Create Useful Concepts for Evaluating States. [Citation Graph (0, 0)][DBLP]
    AAAI, 1990, pp:882-888 [Conf]
  10. Matthew D. Schmill, Michael T. Rosenstein, Paul R. Cohen, Paul E. Utgoff
    Learning What Is Relevant to the Effects of Actions for a Mobile Robot. [Citation Graph (0, 0)][DBLP]
    Agents, 1998, pp:247-253 [Conf]
  11. Paul E. Utgoff, Richard P. Cochran
    A Least-Certainty Heuristic for Selective Search. [Citation Graph (0, 0)][DBLP]
    Computers and Games, 2000, pp:1-18 [Conf]
  12. Justus H. Piater, Edward M. Riseman, Paul E. Utgoff
    Interactively Training Pixel Classifiers. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 1998, pp:57-61 [Conf]
  13. Jeffery A. Clouse, Paul E. Utgoff
    A Teaching Method for Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    ML, 1992, pp:92-110 [Conf]
  14. James P. Callan, Paul E. Utgoff
    A Transformational Approach to Constructive Induction. [Citation Graph (0, 0)][DBLP]
    ML, 1991, pp:122-126 [Conf]
  15. Tom Fawcett, Paul E. Utgoff
    A Hybrid Method for Feature Generation. [Citation Graph (0, 0)][DBLP]
    ML, 1991, pp:137-141 [Conf]
  16. Tom Fawcett, Paul E. Utgoff
    Automatic Feature Generation for Problem Solving Systems. [Citation Graph (0, 0)][DBLP]
    ML, 1992, pp:144-153 [Conf]
  17. Doina Precup, Paul E. Utgoff
    Classification Using Phi-Machines and Constructive Function Approximation. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:439-444 [Conf]
  18. David J. Stracuzzi, Paul E. Utgoff
    Randomized Variable Elimination. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:594-601 [Conf]
  19. Paul E. Utgoff
    ID5: An Incremental ID3. [Citation Graph (0, 0)][DBLP]
    ML, 1988, pp:107-120 [Conf]
  20. Paul E. Utgoff
    Improved Training Via Incremental Learning. [Citation Graph (0, 0)][DBLP]
    ML, 1989, pp:362-365 [Conf]
  21. Paul E. Utgoff
    An Improved Algorithm for Incremental Induction of Decision Trees. [Citation Graph (0, 0)][DBLP]
    ICML, 1994, pp:318-325 [Conf]
  22. Paul E. Utgoff, Carla E. Brodley
    An Incremental Method for Finding Multivariate Splits for Decision Trees. [Citation Graph (0, 0)][DBLP]
    ML, 1990, pp:58-65 [Conf]
  23. Paul E. Utgoff, David J. Stracuzzi
    Approximation Via Value Unification. [Citation Graph (0, 0)][DBLP]
    ICML, 1999, pp:425-432 [Conf]
  24. Paul E. Utgoff
    Adjusting Bias ln Concept Learning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1983, pp:447-449 [Conf]
  25. Phillip B. Kirlin, Paul E. Utgoff
    VOISE: Learning to Segregate Voices in Explicit and Implicit Polyphony. [Citation Graph (0, 0)][DBLP]
    ISMIR, 2005, pp:552-557 [Conf]
  26. Josh Stoddard, Christopher Raphael, Paul E. Utgoff
    Well-Tempered Spelling: A Key Invariant Pitch Spelling Algorithm. [Citation Graph (0, 0)][DBLP]
    ISMIR, 2004, pp:- [Conf]
  27. J. Eliot B. Moss, Paul E. Utgoff, John Cavazos, Doina Precup, Darko Stefanovic, Carla E. Brodley, David Scheeff
    Learning to Schedule Straight-Line Code. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  28. Matthew B. Blaschko, Gary Holness, Marwan A. Mattar, Dimitri Lisin, Paul E. Utgoff, Allen R. Hanson, Howard J. Schultz, Edward M. Riseman, Michael E. Sieracki, William M. Balch, Ben Tupper
    Automatic In Situ Identification of Plankton. [Citation Graph (0, 0)][DBLP]
    WACV/MOTION, 2005, pp:79-86 [Conf]
  29. Margaret E. Connell, Paul E. Utgoff
    Learning to control a dynamic physical system. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1987, v:3, n:, pp:330-337 [Journal]
  30. Miroslav Kubat, Joao Gama, Paul E. Utgoff
    Incremental learning and concept drift: Editor's introduction. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2004, v:8, n:3, pp:211-212 [Journal]
  31. Justus H. Piater, Edward M. Riseman, Paul E. Utgoff
    Interactively Training Pixel Classifiers. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1999, v:13, n:2, pp:171-193 [Journal]
  32. David J. Stracuzzi, Paul E. Utgoff
    Randomized Variable Elimination. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1331-1362 [Journal]
  33. Carla E. Brodley, Paul E. Utgoff
    Multivariate Decision Trees. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1995, v:19, n:1, pp:45-77 [Journal]
  34. Doina Precup, Paul E. Utgoff
    Classification Using Phi-Machines and Constructive Function Approximation. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:55, n:1, pp:31-52 [Journal]
  35. Paul E. Utgoff, David J. Stracuzzi
    Many-Layered Learning. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2002, v:14, n:10, pp:2497-2529 [Journal]
  36. Bruce A. Draper, Carla E. Brodley, Paul E. Utgoff
    Goal-Directed Classification Using Linear Machine Decision Trees. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1994, v:16, n:9, pp:888-893 [Journal]

  37. A Framework for Automated Schenkerian Analysis. [Citation Graph (, )][DBLP]


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