Journals in DBLP
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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ] 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 ]