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Journals in DBLP

Journal of Machine Learning Research
2004, volume: 5, number:

  1. Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, Michael I. Jordan
    Learning the Kernel Matrix with Semidefinite Programming. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:27-72 [Journal]
  2. Kenji Fukumizu, Francis R. Bach, Michael I. Jordan
    Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:73-99 [Journal]
  3. Ryan M. Rifkin, Aldebaro Klautau
    In Defense of One-Vs-All Classification. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:101-141 [Journal]
  4. Herbert K. H. Lee, Merlise A. Clyde
    Lossless Online Bayesian Bagging. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:143-151 [Journal]
  5. Nada Lavrac, Branko Kavsek, Peter A. Flach, Ljupco Todorovski
    Subgroup Discovery with CN2-SD. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:153-188 [Journal]
  6. Martin Anthony
    Generalization Error Bounds for Threshold Decision Lists. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:189-217 [Journal]
  7. Shahar Mendelson, Petra Philips
    On the Importance of Small Coordinate Projections. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:219-238 [Journal]
  8. Jayanta Basak, Anant Sudarshan, Deepak Trivedi, M. S. Santhanam
    Weather Data Mining Using Independent Component Analysis. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:239-253 [Journal]
  9. Yoram Baram, Ran El-Yaniv, Kobi Luz
    Online Choice of Active Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:255-291 [Journal]
  10. Ulrike von Luxburg, Olivier Bousquet, Bernhard Schölkopf
    A Compression Approach to Support Vector Model Selection. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:293-323 [Journal]
  11. Shie Mannor, Nahum Shimkin
    A Geometric Approach to Multi-Criterion Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:325-360 [Journal]
  12. David D. Lewis, Yiming Yang, Tony G. Rose, Fan Li
    RCV1: A New Benchmark Collection for Text Categorization Research. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:361-397 [Journal]
  13. Michael Quist, Golan Yona
    Distributional Scaling: An Algorithm for Structure-Preserving Embedding of Metric and Nonmetric Spaces. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:399-420 [Journal]
  14. Nitesh V. Chawla, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer
    Learning Ensembles from Bites: A Scalable and Accurate Approach. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:421-451 [Journal]
  15. Isao Higuchi, Shinto Eguchi
    Robust Principal Component Analysis with Adaptive Selection for Tuning Parameters. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:453-471 [Journal]
  16. Alexander Clark, Franck Thollard
    PAC-learnability of Probabilistic Deterministic Finite State Automata. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:473-497 [Journal]
  17. David Kauchak, Joseph Smarr, Charles Elkan
    Sources of Success for Boosted Wrapper Induction. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:499-527 [Journal]
  18. John Langford, David A. McAllester
    Computable Shell Decomposition Bounds. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:529-547 [Journal]
  19. Mikko Koivisto, Kismat Sood
    Exact Bayesian Structure Discovery in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:549-573 [Journal]
  20. Vladimir Vovk
    A Universal Well-Calibrated Algorithm for On-line Classification. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:575-604 [Journal]
  21. Filip Ginter, Jorma Boberg, Jouni Järvinen, Tapio Salakoski
    New Techniques for Disambiguation in Natural Language and Their Application to Biological Text. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:605-621 [Journal]
  22. Shie Mannor, John N. Tsitsiklis
    The Sample Complexity of Exploration in the Multi-Armed Bandit Problem. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:623-648 [Journal]
  23. Avrim Blum, Jeffrey C. Jackson, Tuomas Sandholm, Martin Zinkevich
    Preference Elicitation and Query Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:649-667 [Journal]
  24. Ulrike von Luxburg, Olivier Bousquet
    Distance-Based Classification with Lipschitz Functions. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:669-695 [Journal]
  25. Nevin Lianwen Zhang
    Hierarchical Latent Class Models for Cluster Analysis. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:697-723 [Journal]
  26. Giorgio Valentini, Thomas G. Dietterich
    Bias-Variance Analysis of Support Vector Machines for the Development of SVM-Based Ensemble Methods. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:725-775 [Journal]
  27. Andreas Ziehe, Pavel Laskov, Guido Nolte, Klaus-Robert Müller
    A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:777-800 [Journal]
  28. Julian Laub, Klaus-Robert Müller
    Feature Discovery in Non-Metric Pairwise Data. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:801-818 [Journal]
  29. Tony Jebara, Risi Imre Kondor, Andrew Howard
    Probability Product Kernels. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:819-844 [Journal]
  30. Jennifer G. Dy, Carla E. Brodley
    Feature Selection for Unsupervised Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:845-889 [Journal]
  31. Michael Schmitt
    Some Dichotomy Theorems for Neural Learning Problems. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:891-912 [Journal]
  32. Yixin Chen, James Ze Wang
    Image Categorization by Learning and Reasoning with Regions. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:913-939 [Journal]
  33. Saharon Rosset, Ji Zhu, Trevor Hastie
    Boosting as a Regularized Path to a Maximum Margin Classifier. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:941-973 [Journal]
  34. Ting-Fan Wu, Chih-Jen Lin, Ruby C. Weng
    Probability Estimates for Multi-class Classification by Pairwise Coupling. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:975-1005 [Journal]
  35. Andreas Christmann, Ingo Steinwart
    On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1007-1034 [Journal]
  36. Corinna Cortes, Patrick Haffner, Mehryar Mohri
    Rational Kernels: Theory and Algorithms. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1035-1062 [Journal]
  37. Brian Sallans, Geoffrey E. Hinton
    Reinforcement Learning with Factored States and Actions. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1063-1088 [Journal]
  38. Yoshua Bengio, Yves Grandvalet
    No Unbiased Estimator of the Variance of K-Fold Cross-Validation. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1089-1105 [Journal]
  39. Matti Kääriäinen, Tuomo Malinen, Tapio Elomaa
    Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1107-1126 [Journal]
  40. Olvi L. Mangasarian, Jude W. Shavlik, Edward W. Wild
    Knowledge-Based Kernel Approximation. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1127-1141 [Journal]
  41. Di-Rong Chen, Qiang Wu, Yiming Ying, Ding-Xuan Zhou
    Support Vector Machine Soft Margin Classifiers: Error Analysis. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1143-1175 [Journal]
  42. Denver Dash, Gregory F. Cooper
    Model Averaging for Prediction with Discrete Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1177-1203 [Journal]
  43. Lei Yu, Huan Liu
    Efficient Feature Selection via Analysis of Relevance and Redundancy. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1205-1224 [Journal]
  44. Tong Zhang
    Statistical Analysis of Some Multi-Category Large Margin Classification Methods. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1225-1251 [Journal]
  45. Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan
    The Minimum Error Minimax Probability Machine. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1253-1286 [Journal]
  46. David Maxwell Chickering, David Heckerman, Christopher Meek
    Large-Sample Learning of Bayesian Networks is NP-Hard. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1287-1330 [Journal]
  47. 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]
  48. Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri
    Some Properties of Regularized Kernel Methods [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1363-1390 [Journal]
  49. Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu
    The Entire Regularization Path for the Support Vector Machine. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1391-1415 [Journal]
  50. Chiranjib Bhattacharyya
    Second Order Cone Programming Formulations for Feature Selection. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1417-1433 [Journal]
  51. Christina S. Leslie, Rui Kuang
    Fast String Kernels using Inexact Matching for Protein Sequences. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1435-1455 [Journal]
  52. Patrik O. Hoyer
    Non-negative Matrix Factorization with Sparseness Constraints. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1457-1469 [Journal]
  53. Evan Greensmith, Peter L. Bartlett, Jonathan Baxter
    Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1471-1530 [Journal]
  54. François Fleuret
    Fast Binary Feature Selection with Conditional Mutual Information. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1531-1555 [Journal]
  55. Cynthia Rudin, Ingrid Daubechies, Robert E. Schapire
    The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1557-1595 [Journal]
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