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