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Tony R. Martinez: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Joshua Menke, Tony Martinez
    Domain expert approximation through oracle learning. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:205-210 [Conf]
  2. D. Randall Wilson, Tony R. Martinez
    Instance Pruning Techniques. [Citation Graph (0, 0)][DBLP]
    ICML, 1997, pp:403-411 [Conf]
  3. Tony R. Martinez
    Smart Memory: the Memory Processor Model. [Citation Graph (0, 0)][DBLP]
    Modelling the Innovation, 1990, pp:481-488 [Conf]
  4. D. Randall Wilson, Tony R. Martinez
    The Inefficiency of Batch Training for Large Training Sets. [Citation Graph (0, 0)][DBLP]
    IJCNN (2), 2000, pp:113-117 [Conf]
  5. Xinchuan Zeng, Tony R. Martinez
    Rescaling the Energy Function in Hopfield Networks. [Citation Graph (0, 0)][DBLP]
    IJCNN (6), 2000, pp:498-504 [Conf]
  6. D. Randall Wilson, Tony R. Martinez
    An Integrated Instance-Based Learning Algorithm. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 2000, v:16, n:1, pp:1-28 [Journal]
  7. D. Randall Wilson, Tony R. Martinez
    Improved Heterogeneous Distance Functions [Citation Graph (0, 0)][DBLP]
    CoRR, 1997, v:0, n:, pp:- [Journal]
  8. Brent D. Morring, Tony R. Martinez
    Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2004, v:8, n:1, pp:61-78 [Journal]
  9. Xinchuan Zeng, Tony R. Martinez
    An algorithm for correcting mislabeled data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2001, v:5, n:6, pp:491-502 [Journal]
  10. Timothy L. Andersen, Tony R. Martinez
    DMP3: A Dynamic Multilayer Perceptron Construction Algorithm. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2001, v:11, n:2, pp:145-165 [Journal]
  11. Ernest Istook, Tony R. Martinez
    Improved Backpropagation Learning in Neural Networks with Windowed Momentum. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2002, v:12, n:3-4, pp:303-318 [Journal]
  12. George L. Rudolph, Tony R. Martinez
    LIA: A Location-Independent Transformation for ASOCS Adaptive Algorithm 2. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 1996, v:7, n:5, pp:639-654 [Journal]
  13. Dan Ventura, Tony R. Martinez
    Quantum associative memory. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 2000, v:124, n:1-4, pp:273-296 [Journal]
  14. Christophe G. Giraud-Carrier, Tony R. Martinez
    An Integrated Framework for Learning and Reasoning. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1995, v:3, n:, pp:147-185 [Journal]
  15. D. Randall Wilson, Tony R. Martinez
    Improved Heterogeneous Distance Functions. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1997, v:6, n:, pp:1-34 [Journal]
  16. Xinchuan Zeng, Tony R. Martinez
    Distribution-balanced stratified cross-validation for accuracy estimation. [Citation Graph (0, 0)][DBLP]
    J. Exp. Theor. Artif. Intell., 2000, v:12, n:1, pp:1-12 [Journal]
  17. Christophe G. Giraud-Carrier, Tony R. Martinez
    Analysis of the Convergence and Generalization of AA1. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1995, v:26, n:1, pp:125-131 [Journal]
  18. Tony R. Martinez, Douglas M. Campbell
    A Self-Adjusting Dynamic Logic Module. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1991, v:11, n:4, pp:303-313 [Journal]
  19. Tony R. Martinez, Jacques J. Vidal
    Adaptive Parallel Logic Networks. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1988, v:5, n:1, pp:26-58 [Journal]
  20. D. Randall Wilson, Tony R. Martinez
    Reduction Techniques for Instance-Based Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2000, v:38, n:3, pp:257-286 [Journal]
  21. Kevin S. Van Horn, Tony R. Martinez
    The minimum feature set problem. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1994, v:7, n:3, pp:491-494 [Journal]
  22. D. Randall Wilson, Tony R. Martinez
    The general inefficiency of batch training for gradient descent learning. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2003, v:16, n:10, pp:1429-1451 [Journal]
  23. Xinchuan Zeng, Tony R. Martinez
    Using a Neural Network to Approximate an Ensemble of Classifiers. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2000, v:12, n:3, pp:225-237 [Journal]
  24. Xinchuan Zeng, Tony R. Martinez
    A New Relaxation Procedure in the Hopfield Network for Solving Optimization Problems. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1999, v:10, n:3, pp:211-222 [Journal]
  25. J. C. Barker, Tony R. Martinez
    Proof of correctness for ASOCS AA3 networks. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, 1994, v:24, n:3, pp:503-510 [Journal]

  26. Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous. [Citation Graph (, )][DBLP]


  27. Iterative Non-linear Dimensionality Reduction with Manifold Sculpting. [Citation Graph (, )][DBLP]


  28. An Integrated Framework for Learning and Reasoning [Citation Graph (, )][DBLP]


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