jmlr-announce: ICML Special Issue

[David 'Pablo' Cohn]

The Journal of Machine Learning Research is very pleased to announce
publication of a Special Issue of invited papers from the  Eighteenth
International Conference on Machine Learning (ICML2001). This issue,
edited by Carla Brodley and Andrea Danyluk, contains twelve papers
expanded from their ICML form into fully refereed JMLR contributions. We
believe they capture both the breadth and spirit of the machine learning
conference and community.

The new issue is available online at http://www.jmlr.org.

David Cohn
Managing Editor, JMLR

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Special Issue on the Eighteenth International Conference on Machine
Learning (ICML2001)
    Carla E. Brodley, Andrea P. Danyluk; 3(Dec):619, 2002.

Efficient Algorithms for Decision Tree Cross-validation
    Hendrik Blockeel, Jan Struyf; 3(Dec):621-650, 2002.

Multiple-Instance Learning of Real-Valued Data
    Daniel R. Dooly, Qi Zhang, Sally A. Goldman, Robert A. Amar;
3(Dec):651-678, 2002.

Learning Probabilistic Models of Link Structure
    Lisa Getoor, Nir Friedman, Daphne Koller, Ben Taskar;
3(Dec):679-707, 2002.

The Representational Power of Discrete Bayesian Networks
    Charles X. Ling, Huajie Zhang; 3(Dec):709-721, 2002.

The Set Covering Machine
    Mario Marchand, John Shawe-Taylor; 3(Dec):723-746, 2002.

Coupled Clustering: A Method for Detecting Structural Correspondence
    Zvika Marx, Ido Dagan, Joachim M. Buhmann, Eli Shamir;
3(Dec):747-780, 2002.

Some Greedy Learning Algorithms for Sparse Regression and Classification
with Mercer Kernels
    Prasanth B. Nair, Arindam Choudhury, Andy J. Keane; 3(Dec):781-801,
2002.

Lyapunov Design for Safe Reinforcement Learning
    Theodore J. Perkins, Andrew G. Barto; 3(Dec):803-832, 2002.

Finding the Most Interesting Patterns in a Database Quickly by Using
Sequential Sampling
    Tobias Scheffer, Stefan Wrobel; 3(Dec):833-862, 2002.

Stopping Criterion for Boosting-Based Data Reduction Techniques: from
Binary to Multiclass Problem
    Marc Sebban, Richard Nock, Stéphane Lallich; 3(Dec):863-885, 2002.

Learning to Construct Fast Signal Processing Implementations
    Bryan Singer, Manuela Veloso; 3(Dec):887-919, 2002.

Policy Search using Paired Comparisons
    Malcolm J. A. Strens, Andrew W. Moore; 3(Dec):921-950, 2002.