Machine Learning Information Services

This list is being maintained by the ML Group at the Austrian Research Institute for Artificial Intelligence (OFAI), Vienna, Austria. It is far from complete and is being updated on an irregular basis. Please direct comments / suggestions / ... to Gerhard Widmer (gerhard@ai.univie.ac.at)

Try out the experimental WebWatcher search assistant.

General ML Information Sources

University of California-Irvine (UCI) Machine Learning Page.
University of Illinois / Urbana (UIUC) AI / ML Page .
ML Mailing List Archive (moderated by M.Pazzani).
MLNet - Network of Excellence in Machine Learning (GMD server).
MLNet Mailing List Archive (Amsterdam --- NOT YET INSTALLED).
ILPNET, the Inductive Logic Programming Pan-European Scientific Network.
Programme "Learning in Humans and Machines" (European Science Foundation).
ACL Special Interest Group on Natural Language Learning.

Various ML Program and Data Sources

GMD Machine Learning Repository.
UC Irvine Repository of ML Databases.
UC Irvine Repository of ML Programs.
MLC++ - A Machine Learning Library in C++ (R. Kohavi, Stanford Univ.).
Proben1 --- A Set of Neural Network Benchmark Problems (Size: ~2Mb !!).
Proben1 --- Description (Tech Report).
MLT - Machine Learning Toolbox (Esprit Project).
STATLOG (Esprit Project).
EconData - Economic Time Series Data (Univ. of Maryland).
United States Census Bureau.
Imperial College Prolog 1000 Database.

Inductive Logic Programming (ILP)

ILPNET, the Inductive Logic Programming Pan-European Scientific Network.
ESPRIT Project BRA 6020 (ILP) home page - Kath. Univ. Leuven.
ILP programs (GOLEM,...), datasets, etc. (from Esprit ILP project and ILPNet).
FOIL Sources.
user manual.
FOCL Common LISP source code.

Data Mining, Knowledge Discovery

Knowledge Discovery Mine, KDD Nuggets, etc. (G. Piatetsky-Shapiro).
The Data Mine (Birmingham).
Collection of Machine Discovery Terminology.

Reinforcement Learning

GMD Reinforcement Learning Archive.
CMU's Reinforcement Learning Page.

Computational Learning Theory (COLT)

COLTBIB (extensive bibliography of COLT literature).

Pattern Recognition

Pattern Recognition Page (Delft Univ. of Technology, The Netherlands).

Miscellaneous

CMU WebWatcher: A Learning Apprentice for the World Wide Web.
CMU Course on ML - Lecture Slides and Syllabus.
"Probability Theory: The Logic of Science" (book draft by E. T. Jaynes).
The "Computing as Compression" Theory (G. Wolff).

Conferences, Calls for Papers, ...

ML94 and COLT94.
Working Notes of the ML/COLT-94 workshop on Constructive Induction.
IJCAI (Intl. Joint Conf. on AI) - Home page and IJCAI-95 Info.
ECML-95 (European Conference on Machine Learning).
EUROCOLT'95 (2nd European Conference on Computational Learning Theory).
AAAI Spring Symposia 1995.
AAAI Fall Symposia 1995.
ML-95 (International Conference on Machine Learning).
KDD-95 (International Conference on Knowledge Discovery and Data Mining).
IDA-95 (International Symposium on Intelligent Data Analysis).
AIIA-95 (4th Congress of the Italian Assoc. for AI).

Special Events

Results of "New East-West Challenge" (Inductive Learning Competition).

General Information Sources Possibly Relevant to ML

CMU Artificial Intelligence Repository.
Journal of AI Research (JAIR).
SIGART home page.