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Colin Campbell: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Alvin J. Surkan, Colin Campbell
    A constructive algorithm for neural networks that generalize. [Citation Graph (0, 0)][DBLP]
    APL, 1997, pp:35-42 [Conf]
  2. Colin Campbell
    Algorithmic approaches to training Support Vector Machines: a survey. [Citation Graph (0, 0)][DBLP]
    ESANN, 2000, pp:27-36 [Conf]
  3. Nello Cristianini, Colin Campbell, John Shawe-Taylor
    A multiplicative updating algorithm for training support vector machine. [Citation Graph (0, 0)][DBLP]
    ESANN, 1999, pp:189-194 [Conf]
  4. Ralf Herbrich, Thore Graepel, Colin Campbell
    Robust Bayes Point Machines. [Citation Graph (0, 0)][DBLP]
    ESANN, 2000, pp:49-54 [Conf]
  5. Margus Veanes, Pritam Roy, Colin Campbell
    Online Testing with Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    FATES/RV, 2006, pp:240-253 [Conf]
  6. Colin Campbell, Wolfgang Grieskamp, Lev Nachmanson, Wolfram Schulte, Nikolai Tillmann, Margus Veanes
    Testing Concurrent Object-Oriented Systems with Spec Explorer. [Citation Graph (0, 0)][DBLP]
    FM, 2005, pp:542-547 [Conf]
  7. Colin Campbell, Nello Cristianini, Alex J. Smola
    Query Learning with Large Margin Classifiers. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:111-118 [Conf]
  8. Thilo-Thomas Frieß, Nello Cristianini, Colin Campbell
    The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:188-196 [Conf]
  9. Colin Campbell
    Dynamic Thresholds and Attractor Neural Networks. [Citation Graph (0, 0)][DBLP]
    IWANN, 1991, pp:189-195 [Conf]
  10. Colin Campbell, Kristin P. Bennett
    A Linear Programming Approach to Novelty Detection. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:395-401 [Conf]
  11. Nello Cristianini, Colin Campbell, John Shawe-Taylor
    Dynamically Adapting Kernels in Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:204-210 [Conf]
  12. Colin Campbell, Pierre M. Fiorini
    Simulation of Fault-Tolerant Parallel Systems Design Paradigms for Extensible Solutions. [Citation Graph (0, 0)][DBLP]
    PDPTA, 2003, pp:1359-1362 [Conf]
  13. Colin Campbell, Margus Veanes, Jiale Huo, Alexandre Petrenko
    Multiplexing of Partially Ordered Events. [Citation Graph (0, 0)][DBLP]
    TestCom, 2005, pp:97-110 [Conf]
  14. Wolfgang Grieskamp, Nikolai Tillmann, Colin Campbell, Wolfram Schulte, Margus Veanes
    Action Machines - Towards a Framework for Model Composition, Exploration and Conformance Testing Based on Symbolic Computation. [Citation Graph (0, 0)][DBLP]
    QSIC, 2005, pp:72-82 [Conf]
  15. Margus Veanes, Colin Campbell, Wolfram Schulte, Nikolai Tillmann
    Online testing with model programs. [Citation Graph (0, 0)][DBLP]
    ESEC/SIGSOFT FSE, 2005, pp:273-282 [Conf]
  16. Colin Campbell
    New Analytical Techniques for the Interpretation of Microarray Data. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:9, pp:1045- [Journal]
  17. Colin Campbell
    Kernel methods: a survey of current techniques. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:48, n:1-4, pp:63-84 [Journal]
  18. Colin Campbell, Chih-Jen Lin, S. Sathiya Keerthi, V. David Sánchez A.
    Special issue on support vector machines. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2003, v:55, n:1-2, pp:1-3 [Journal]
  19. Sayan Mukherjee, Pablo Tamayo, Simon Rogers, Ryan M. Rifkin, Anna Engle, Colin Campbell, Todd R. Golub, Jill P. Mesirov
    Estimating Dataset Size Requirements for Classifying DNA Microarray Data. [Citation Graph (0, 0)][DBLP]
    Journal of Computational Biology, 2003, v:10, n:2, pp:119-142 [Journal]
  20. Ralf Herbrich, Thore Graepel, Colin Campbell
    Bayes Point Machines. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2001, v:1, n:, pp:245-279 [Journal]
  21. Nello Cristianini, Colin Campbell, Chris Burges
    Editorial: Kernel Methods: Current Research and Future Directions. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:46, n:1-3, pp:5-9 [Journal]
  22. Colin Campbell, Daniel P. Romero
    Identification and characterization of the RAD51 gene from the ciliate Tetrahymena thermophila. [Citation Graph (0, 0)][DBLP]
    Nucleic Acids Research, 1998, v:26, n:13, pp:3165-3172 [Journal]
  23. Colin Campbell
    Neural Networks with Sign-Constrained Weights. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 1993, v:1, n:3, pp:188-193 [Journal]
  24. Colin Campbell, Conrado J. Pérez Vicente
    The target switch algorithm: a constructive learning procedure for feed-forward neural networks. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1995, v:7, n:6, pp:1245-1264 [Journal]
  25. Kristin P. Bennett, Colin Campbell
    Support Vector Machines: Hype or Hallelujah? [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:1-13 [Journal]
  26. Simon Rogers, Mark Girolami, Colin Campbell, Rainer Breitling
    The Latent Process Decomposition of cDNA Microarray Data Sets. [Citation Graph (0, 0)][DBLP]
    IEEE/ACM Trans. Comput. Biology Bioinform., 2005, v:2, n:2, pp:143-156 [Journal]
  27. Colin Campbell, Margus Veanes
    State Exploration with Multiple State Groupings. [Citation Graph (0, 0)][DBLP]
    Abstract State Machines, 2005, pp:119-130 [Conf]
  28. Margus Veanes, Colin Campbell, Wolfram Schulte
    Composition of Model Programs. [Citation Graph (0, 0)][DBLP]
    FORTE, 2007, pp:128-142 [Conf]
  29. Margus Veanes, Juhan P. Ernits, Colin Campbell
    State Isomorphism in Model Programs with Abstract Data Structures. [Citation Graph (0, 0)][DBLP]
    FORTE, 2007, pp:112-127 [Conf]

  30. Learning Coordinate Gradients with Multi-Task Kernels. [Citation Graph (, )][DBLP]


  31. GSML: A Unified Framework for Sparse Metric Learning. [Citation Graph (, )][DBLP]


  32. Inferring Sparse Kernel Combinations and Relevance Vectors: An Application to Subcellular Localization of Proteins. [Citation Graph (, )][DBLP]


  33. Class Prediction from Disparate Biological Data Sources Using an Iterative Multi-Kernel Algorithm. [Citation Graph (, )][DBLP]


  34. Model-Based Testing of Object-Oriented Reactive Systems with Spec Explorer. [Citation Graph (, )][DBLP]


  35. Enhanced protein fold recognition through a novel data integration approach. [Citation Graph (, )][DBLP]


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