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Machine Learning, Volume 52, 2003
Volume 52, Numbers 1-2, July-August 2003
- Paola Sebastiani
, Isaac S. Kohane, Marco Ramoni:
Editorial: Methods in Functional Genomics. 5-9 - Tailen Hsing, Sanju Attoor, Edward R. Dougherty:
Relation Between Permutation-Test P Values and Classifier Error Estimates. 11-30 - Philip M. Long, Vinsensius Berlian Vega SN:
Boosting and Microarray Data. 31-44 - Sampsa Hautaniemi, Olli Yli-Harja
, Jaakko Astola, Päivikki Kauraniemi, Anne Kallioniemi
, Maija Wolf, Jimmy Ruiz, Spyro Mousses, Olli-P. Kallioniemi
:
Analysis and Visualization of Gene Expression Microarray Data in Human Cancer Using Self-Organizing Maps. 45-66 - Byoung-Tak Zhang, Jinsan Yang, Sung Wook Chi:
Self-Organizing Latent Lattice Models for Temporal Gene Expression Profiling. 67-89 - Stefano Monti, Pablo Tamayo, Jill P. Mesirov, Todd R. Golub:
Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data. 91-118 - Soumya Raychaudhuri
, Hinrich Schütze, Russ B. Altman:
Inclusion of Textual Documentation in the Analysis of Multidimensional Data Sets: Application to Gene Expression Data. 119-145 - Harri Lähdesmäki, Ilya Shmulevich, Olli Yli-Harja
:
On Learning Gene Regulatory Networks Under the Boolean Network Model. 147-167 - Aniruddha Datta, Ashish Choudhary, Michael L. Bittner, Edward R. Dougherty:
External Control in Markovian Genetic Regulatory Networks. 169-191
Volume 52, Number 3, September 2003
- Foster J. Provost, Pedro M. Domingos:
Tree Induction for Probability-Based Ranking. 199-215 - Dharmendra S. Modha, W. Scott Spangler:
Feature Weighting in k-Means Clustering. 217-237 - Claude Nadeau, Yoshua Bengio:
Inference for the Generalization Error. 239-281
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