Research
Information
University of Nebraska-Lincoln
Department of Computer Science
and Engineering
KDNuggets- Knowledge
Discovery NuggetsTM (KDNuggetsTM) is the first and the most popular electronic newsletter for the Data
Mining and Knowledge Discovery community, focusing on the latest research and
applications. KDNuggets is free and comes out 2-3 times a month
ACM SIGKDD
DMREVIEW
Machine Learning Hot
List (from Steve Scott)
.Learning Theory
MLC++ (Machine Learning library in C++)
Data Mining and Knowledge Discovery journal
Companies:
SGI - MineSet – Silicon
Graphics Inc.’s powerful data mining tool
DataMiners - Data Miners is a consultancy founded Michael J. A. Berry and Gordon S. Linoff, two of the world's foremost experts in the application of advanced data mining techniques.
Exclusive Ore - Exclusive Ore, Inc. is a consulting and software services company dedicated to innovation and excellence in data mining. The principals of the company have significant experience with MineSet and other data mining tools.
Two
Crows - Two Crows Corporation is
a leading data mining consulting firm with extensive experience in database
management, data warehousing, data mining, and statistics. They also provide
education in data mining and data analysis.
Blue Martini Software, a great startup building an e-commerce solution with integrated data mining.
People:
- Ron Kahovi – author of most of the MineSet software
- Tom Mitchell [author of Machine Learning]
- Michael J. Pazzani [maintains the Machine Learning Listserv]
- Richard J. Powinelli – time series dissertation
- J. Ross Quinlan
- C4.5: Programs for Machine Learning
- Complete source for C4.5 (old version)
- Richard Scheines [Learning Bayesian networks, TETRAD Project]
- Stephen Scott
- Peter Sprites [Learning Bayesian networks, TETRAD Project]
Journals
- CITE: Computational Intelligence Information and Services
- SIAM Journals
- Journal of Applied Systems Studies: Methodologies and Applications for Systems Approaches
- Machine Learning Online
- Journal of Artificial Intelligence Research
- Artificial Intelligence
- Intelligent Data Analysis
- Data Mining and Knowledge Discovery
- Citation Index: AI Journal Impact Factors
Misc.
- SGI's MineSet Decision Tree Visualizer
- UCI ML data repository
- ROC Convex Hull program for comparing classifiers
- BAYDA 1.0: software for Bayesian classification and feature selection for discrete data
- Bibliography of MCMC Papers
- Unica Technologies, Inc.
- Zoex Corporation
- The Support Vector Machine for regression and pattern recognition
- AI on the Web [a very extensive list]
- UCSC Machine Learning Home Page
- Neural Net FAQ
- CS 582T
- C5.0 info
- Machine Learning and Inference Lab
- UTA's Machine Learning Research Group
- WEKA
- Bayesian Knowledge Discoverer (BKD) version 0.1
