Bibliographies
Biblioghaphy of ICML, Bibliography of ALT, Bibliography of COLT, Bibliography of ECML, Bibliography of EuroCOLT, Bibliography of MLDM, Bibliography of SOM papers, Bibliography on Automated Text Categorization, Warren S. Sarle's Bibliography on Cluster Ana
Books
Bioinformatics: The machine learning approach, Biological Sequence Analysis: Probabilistic Models, Computational Methods in Molecular Biology, Introduction to Machine Learning, Machine Learning textbook, Machine Learning, Neural and Statistical Classific, Reinforcement Learning: An Introduction, Support Vector Machines, Neural Networks and Fuzzy
Journals
IEEE Transactions on Knowledge and Data Engineerin, IEEE Transactions on Pattern Analysis and Machine , Journal of Artificial Intelligence Research, Journal of Machine Learning Research, Machine Learning Journal
Intelligent Coordinates and Collective Intelligenc
Research page by Chris Mattmann, USC graduate student, regarding a project that extends the work of D. Wolpert and K. Tumer on a hybrid search algorithm (Intelligent Coordinates)
Kernel Methods for Pattern Analysis - Book
Information and resources relative to the book "Kernel Methods for Pattern Analysis" by Shawe-Taylor and Cristianini.
Machine Learning
A list of links to papers and other resources on machine learning.
Machine Learning on Non-Homogeneous, Distributed T
PhD thesis: Dunja Mladenic, University of Ljubljana, Slovenia. An approach to automatic document categorization based on a large categorization hierarchy is proposed.