Datasets

University of California Irvine Machine Learning Group

UCI List of Resources

CORA, Computer Science Research Paper Search Engine, including

• Machine Learning
• Data Mining

RISE: Repository of Online Information Sources Used in Information Extraction Tasks, University of Southern California, including

• Information Extraction Projects
• Information Extraction Resources including Machine Learning Dictionaries, Bibliographies, Repositories

David Aha's Resource List

CMU Machine Learning Bibliography in BibTex form

Machine Learning online journal

Probability Theory: The Logic of Science by E. T. Jaynes, Washington University

UCI Machine Learning Papers

Papers of David MacKay, University of Cambridge

Jerome Friedman's papers on statistics relationship to data mining and machine learning

Economic Models, IBM Research

Software of David MacKay, University of Cambridge

CMU Machine Learning Software Repository

Andrew McCallum's Bow, a statistical toolkit for Statistical Language Modeling, Text Retrieval, Classification and Clustering, including

• Rainbow, an executable program that does document classification by naive Bayes, TFIDF/Rocchio, Probabilistic Indexing and K-nearest neighbor. It also provides the dataset for 20 newsgroups.

Bayesian Knowledge Discoverer and Robust Bayesian Classifier

UCI Machine Learning Programs: FOCL, Hydra, Occam

Data Mining Tools from Rulequest Research, some trial copies

Bouman's Clustering Software, Purdue University

Jerome Friedman's Software

Spiral Signal Processing Algorithms

Logging Control in W3C HTTPD

Smaha's Stalker patent

Cybercop Monitor, recently reintroduced

Network Flight Recording for Misuse Detection

CORA Security articles

DARPA Intrusion Detection Evaluation MIT Lincoln Laboratories, including datasets