Knowledge Discovery and Data Mining

Bayessche Netze

Software for Belief Networks
A Roadmap to Research on Bayesian Networks and other Decomposable Probabilistic Models
AFIT Artificial Intelligence -- Bayesian Networks Tutorial
Bayesian Networks
Bayessche Netze (Graduiertenkolleg)
Learning in Bayesian Networks and Other Graphical Models
Richardson's course
Workshop on Bayesian Networks
Workshop on Bayesian Networks (People)

Firmen und Software

AI Intelligence / AI Information Bank. On-Line Artificial Intelligence
C5.0 - RULEQUEST RESEARCH
CN2 - Peter Clark
Darwin Product Overview
http://kmi.open.ac.uk/~marco/projects/bkd/software/
IBM net.Mining
Information Discovery, Inc. Home Page
Kovach Computing Services Home Page
MineSet Product Overview
Software for Belief Networks
Yahoo! - Business and Economy:Companies:Computers:Software:Databases:Data Mining

GMD

CSCW Research Group: Dr. Willi Klösgen
CSCW Research Group: EXPLORA Project
Das erweiterbare Data Mining System Kepler
KESO
MLnet Machine Learning Archive at GMD
Stefan Wrobel

ID3, C4.5, OC1, ...

A Machine Learning Approach to Inductive Query by Examples: An Experiment Using Relevance Feedback, ID3, Genetic Algorithms, and Simulated Annealing
Abstract: Modellbasierte Diagnose mit ID3
Additional Uses of the OC1 Decision Tree System
Building Classification Models: ID3 and C4.5
Incremental Decision Tree Induction (ITI)
Index of /~aim/machine/id3
JAIR-Artikel: OC1
Machine Learning for Information Retrieval: Neural Networks, Symbolic Learning, and Genetic Algorithms

Journals

ACM Special Issue on Data Mining
Data Mining and Knowledge Discovery (Free Sample)
DBMS - August 1996 - Defining Data Mining
Executive Insight-Searching for the mother lode
Journal of Data Mining and Knowledge Discovery
KI Themenheft Data Mining
Transactions on Knowledge and Data Engineering

Konferenzen / Workshops

CODATA Euro-American Workshop
Data Mining Conferences
KDD Sisyphus I
PKDD'97
PAKDD-98 Home Page

Link Collection

Metadata and Data Management Info Page
CRISP-
Data Mining
Data Mining and Knowledge Discovery Class at R.P.I.
Data Mining Group at University of Helsinki
KD Mine: Data Mining and Knowledge Discovery Resources Index
KDD Frequently Asked Questions
Knowledge Discovery and Data Mining Resources
Knowledge Discovery and Data Mining Web References
Machine Discovery Terminology
The Corporate KDD Bookmark
The CWI Database Family Album
The Data Mine

Literatur

"IBM Data Mining Technology" CONTENTS via IBM BookManager BookServer
Data Distilleries (Holsheimer): Papers
Data Mining and Database Marketing (Kurt Thearling)
Data Mining and KDD Papers
Data mining for fool's gold (ComputerWorld)
J. Han (Course): An Introduction to Knowledge Discovery in Databases, Lecture Notes (Summer 1995)
J. Han (Publications): Knowledge Discovery in Databases and Data Mining
July 1997 / International Features / Data Mining at Your Desk
Ovum Evaluates: Data Mining
Rakesh Agrawal's Publications

LMU Muenchen

Daniel A. Keim
Lehr- und Forschungseinheit fuer Datenbanksysteme
VisDB homepage

Machine Learning

David W. Aha: Machine Learning Page
Workshop ICML97 Summary
Machine Learning textbook
Machine Learning Bibliographies

Stanford

George H. John

Text Data Mining

AUTOSPEC THEMATICS: CONTEXT AND CONCEPTUAL MEDIA FILTERING
pods::FaginUV83
Ronen Feldman
Scientific American: Article: Interfaces for Searching the Web: 03/97
Selected Recent Publications by Marti Hearst
Text Data Mining

University of Waikato

Machine Learning Project

Web Mining

Aufgabenstellung
Four-T-Nine-R(sm): Data Mining in Web and non-Web Bibliographic Databases
Letizia Home Page
Seminar "Lernende Agenten im WWW"
Syskill & Webert
TAI Coldlist final
WebWatcher Home Page
WiseWire Corporation