国外大牛机器学习免费资源开源资源

朱雀 2023-07-25 05:25 191阅读 0赞

General ML Information Sources

[David Aha's list of machine learning resources][David Aha_s list of machine learning resources] .  
  
[Home pages of (hundreds of) ML researchers (maintained by David W. Aha)][Home pages of _hundreds of_ ML researchers _maintained by David W. Aha] .  
  
[GMD Machine Learning Archive][] .  
  
[University of California-Irvine (UCI) Machine Learning Page][University of California-Irvine _UCI_ Machine Learning Page] .  
  
[University of Illinois / Urbana (UIUC) AI / ML Page ][University of Illinois _ Urbana _UIUC_ AI _ ML Page] .  
  
[ML Mailing List Archive (moderated by M.Pazzani)][ML Mailing List Archive _moderated by M.Pazzani] .  
  
[ILPnet, the Inductive Logic Programming Pan-European Scientific Network][ILPnet_ the Inductive Logic Programming Pan-European Scientific Network] .  
  
[ILPnet2, Network of Excellence on Inductive Logic Programming (continuation of ILPnet)][ILPnet2_ Network of Excellence on Inductive Logic Programming _continuation of ILPnet]  
  
[Information and links concerning "recursive partitioning" type learning algorithms][Information and links concerning _recursive partitioning_ type learning algorithms]  
  
[Programme "Learning in Humans and Machines" (European Science Foundation)][Programme _Learning in Humans and Machines_ _European Science Foundation]  
  
[ACL Special Interest Group on Natural Language Learning][]  
  
[International Grammatical Inference Community Homepage][]  ( [Mirror][] )  
  
[\`Programming by Example' Homepage (MIT Media Lab)][Programming by Example_ Homepage _MIT Media Lab]

Machine Learning and Data Mining Software

[UC Irvine Repository of ML Programs (FTP)][UC Irvine Repository of ML Programs _FTP]  
  
[C4.5 latest release - patches (Ross Quinlan)][C4.5 latest release - patches _Ross Quinlan]  
  
[AutoClass - Information and Source Code][]  
  
[MSBN --- The Microsoft Bayesian Networks Modeling Tool][]  
  
[MLC++ Machine Learning Library in C++ (R. Kohavi, Stanford Univ.)][MLC_ Machine Learning Library in C_ _R. Kohavi_ Stanford Univ.]  
  
[SGI MLC++ 2.0 for / from Silicon Graphics][SGI MLC_ 2.0 for _ from Silicon Graphics]  
  
[WEKA Machine Learning workbench (Univ. of Waikato, NZ)][WEKA Machine Learning workbench _Univ. of Waikato_ NZ]  
  
[TMiner (Java), by F. Berzal and J. Cubero, University of Granada][TMiner _Java_ by F. Berzal and J. Cubero_ University of Granada]  
  
[TiMBL 1.0 (Tilburg Memory Based Learner), Tilburg University, The Netherlands][TiMBL 1.0 _Tilburg Memory Based Learner_ Tilburg University_ The Netherlands]  
  
[LIBSVM (support vector machines library for classification), by C.Chang and C.Lin][LIBSVM _support vector machines library for classification_ by C.Chang and C.Lin]  
  
[SVM Light (Support Vector Machine), T.Joachims][SVM Light _Support Vector Machine_ T.Joachims]  
  
[SNoW Learning Architecture 2.0 (Univ. of Illinois at Urbana/Champaign)][SNoW Learning Architecture 2.0 _Univ. of Illinois at Urbana_Champaign]  
  
[SUBDUE Substructure Discovery System (University of Texas at Arlington)][SUBDUE Substructure Discovery System _University of Texas at Arlington]  
  
[CBA (Classification Based on Associations), National University of Singapore][CBA _Classification Based on Associations_ National University of Singapore]  
  
[DB2 UDB and Intelligent Miner for educational or research purposes (IBM)][DB2 UDB and Intelligent Miner for educational or research purposes _IBM]  
  
[ROC Convex Hull program for comparing classifiers (T. Fawcett & F. Provost)][ROC Convex Hull program for comparing classifiers _T. Fawcett _ F. Provost]  
  
[BKD (Bayesian Knowledge Discoverer) -- Induction of Bayesian Belief Networks][BKD _Bayesian Knowledge Discoverer_ -- Induction of Bayesian Belief Networks]  
  
[BAYDA (Bayesian Discriminant Analysis) (Univ. of Helsinki)][BAYDA _Bayesian Discriminant Analysis_ _Univ. of Helsinki]  
  
[MCLUST / EMCLUST (Model-based Clustering Software)][MCLUST _ EMCLUST _Model-based Clustering Software]  
  
[MLT - Machine Learning Toolbox (Esprit Project)][MLT - Machine Learning Toolbox _Esprit Project]  
  
[STATLOG (Esprit Project)][STATLOG _Esprit Project]  
  
[Peter Clark's ML Software (UTexas) ][Peter Clark_s ML Software _UTexas_]  
  
[Belief Network Power Constructor (Windows NT)][Belief Network Power Constructor _Windows NT]  
  
[Imperial College Prolog 1000 Database][]

ML Benchmarks and other Data Sources

UC Irvine Machine Learning Repository  [(HTML][HTML] ,  [FTP)][FTP]  
  
[UC Irvine Knowledge Discovery in Databases (KDD) Archive][UC Irvine Knowledge Discovery in Databases _KDD_ Archive]  
  
[DELVE (Data for Evaluating Learning in Valid Experiments) - Univ. of Toronto][DELVE _Data for Evaluating Learning in Valid Experiments_ - Univ. of Toronto]  
  
[Proben1 --- A Set of Neural Network Benchmark Problems (Size: ~2Mb !!)][Proben1 --- A Set of Neural Network Benchmark Problems _Size_ _2Mb]  
  
[Proben1 --- Description (Tech Report)][Proben1 --- Description _Tech Report]  
  
[STATLOG (Esprit Project)][STATLOG _Esprit Project]  
  
[EconData - Economic Time Series Data (Univ. of Maryland)][EconData - Economic Time Series Data _Univ. of Maryland]  
  
[National Space Science Data Center (NSSDC) - Info about many NASA data sets][National Space Science Data Center _NSSDC_ - Info about many NASA data sets]  
  
[FEDSTATS (links to > 70 statistical agencies in the U.S.)][FEDSTATS _links to _ 70 statistical agencies in the U.S.]  
  
[United States Census Bureau][]  
  
Extensive US Census Data (Ron Kohavi / SGI):  [File 1 (12.5 MB)][File 1 _12.5 MB] ,  [File 2 (10 MB)][File 2 _10 MB]  
  
[RISE -- Repository of Information Sources Used in Information Extraction Tasks (USC/ISI)][RISE -- Repository of Information Sources Used in Information Extraction Tasks _USC_ISI]  
  
[KDD-Cup-98 (large dataset + results of competition)][KDD-Cup-98 _large dataset _ results of competition]

ML Papers, Bibliographies, Glossaries

[ML Papers in PostScript format (UC Berkeley)][ML Papers in PostScript format _UC Berkeley]  
  
[Meta-List of Machine Learning Bibliographies (D.Aha/P.Turney)][Meta-List of Machine Learning Bibliographies _D.Aha_P.Turney]  
  
[Bibliography on context-sensitive learning (P.Turney, NRC, Ottawa)][Bibliography on context-sensitive learning _P.Turney_ NRC_ Ottawa]  
  
[Bibliography on automated text categorisation (F.Sebastiani, Univ. of Pisa)][Bibliography on automated text categorisation _F.Sebastiani_ Univ. of Pisa]  
  
[Information Server of the MLNetII Training Committee (taxonomy + examples of ML concepts)][Information Server of the MLNetII Training Committee _taxonomy _ examples of ML concepts]  
  
[Glossary of Data Mining Terms (by Two Crows)][Glossary of Data Mining Terms _by Two Crows]

Inductive Logic Programming

[ILPnet, the Inductive Logic Programming Pan-European Scientific Network][ILPnet_ the Inductive Logic Programming Pan-European Scientific Network]  
  
[ILPnet2, Network of Excellence on Inductive Logic Programming (continuation of ILPnet)][ILPnet2_ Network of Excellence on Inductive Logic Programming _continuation of ILPnet]  
  
[ESPRIT Project BRA 6020 (ILP) home page - Kath. Univ. Leuven][ESPRIT Project BRA 6020 _ILP_ home page - Kath. Univ. Leuven]  
  
[ILP programs (GOLEM,...), datasets, etc.][ILP programs _GOLEM_..._ datasets_ etc.]  (from Esprit ILP project and ILPNet)  
  
[FOIL Sources - latest release (Ross Quinlan)][FOIL Sources - latest release _Ross Quinlan]  
  
[Computing Lab, Univ. of Oxford, ILP sources][Computing Lab_ Univ. of Oxford_ ILP sources]  
  
[FOCL Macintosh application][]  and  [user manual][]  
  
[FOCL Common LISP source code][]

Data Mining and Knowledge Discovery

[UC Irvine Knowledge Discovery in Databases (KDD) Archive][UC Irvine Knowledge Discovery in Databases _KDD_ Archive]  
  
[Knowledge Discovery Mine, KDD Nuggets, etc. (G. Piatetsky-Shapiro)][Knowledge Discovery Mine_ KDD Nuggets_ etc. _G. Piatetsky-Shapiro]  
  
[Knowledge Discovery Mine, KDD Nuggets, etc. (NEW - from March 1, 1997)][Knowledge Discovery Mine_ KDD Nuggets_ etc. _NEW - from March 1_ 1997]  
  
[The Data Mine (Birmingham)][The Data Mine _Birmingham]  
  
[KDD Projects Home Pages][]  
  
[KDD Page, Vanderbilt University][KDD Page_ Vanderbilt University]  
  
[Search engine for quickly searching database research bibliographies][]  
  
[IJCAI-95 KDD tutorial (U. Fayyad)][IJCAI-95 KDD tutorial _U. Fayyad]  
  
[Collection of Machine Discovery Terminology][]  
  
[Data Mining and Knowledge Discovery - an International Journal][]  
  
[Intelligent Data Analysis (IDA) - An International Journal][Intelligent Data Analysis _IDA_ - An International Journal]  
  
["Information Shootout Project" - description and data sets][Information Shootout Project_ - description and data sets]

Conceptual Clustering

[Mixture Modelling page (D. Dowe)][Mixture Modelling page _D. Dowe]  
  
[ECOBWEB: a public domain clustering tool (Y. Reich)][ECOBWEB_ a public domain clustering tool _Y. Reich]

Reinforcement Learning

[Reinforcement Learning Archive at GMD][]  
  
[Reinforcement Learning Repository, Michigan State University][Reinforcement Learning Repository_ Michigan State University]  
  
[CMU's Reinforcement Learning Page][CMU_s Reinforcement Learning Page]  
  
[Rich Sutton's Reinforcement Learning Archive][Rich Sutton_s Reinforcement Learning Archive]

Genetic Algorithms and Evolutionary Computation

[EVONET (European Network of Excellence in Evolutionary Computing)][EVONET _European Network of Excellence in Evolutionary Computing]  
  
[The Genetic Algorithms Archive][]

Neural Networks, Pattern Recognition, and Statistics

[Learning and Soft Computing (Book + Software, V. Kecman, MIT Press, 2001)][Learning and Soft Computing _Book _ Software_ V. Kecman_ MIT Press_ 2001]  
  
[The Backpropagator's Online Reading List and Review][The Backpropagator_s Online Reading List and Review]  
  
[Pattern Recognition Page (Delft Univ. of Technology, The Netherlands)][Pattern Recognition Page _Delft Univ. of Technology_ The Netherlands]  
  
[Kovach Computing Services - Statistics Shareware and useful links][]  
  
[GRKPACK software: Fitting Smoothing Spline ANOVA Models for Exponential Families][GRKPACK software_ Fitting Smoothing Spline ANOVA Models for Exponential Families]  
  
[Software for Bayesian learning for neural networks (R. Neal)][Software for Bayesian learning for neural networks _R. Neal]  
  
[NN Benchmarking Page][]  
  
[R - A Public Domain Statistics + Graphics Package][R - A Public Domain Statistics _ Graphics Package]

Computational Learning Theory

[COLT Home Page][]  
  
[COLTBIB (extensive bibliography of COLT literature)][COLTBIB _extensive bibliography of COLT literature]  
  
[Archive of COLT Conferences][]  
  
[Archive of ALT Conferences][]  
  
[Archive of EuroCOLT Conferences][]  
  
[Archive of AII Workshops][]

Companies

[Intelligent Applications, Ltd. (UK; Data Mining)][Intelligent Applications_ Ltd. _UK_ Data Mining]  
  
[KDD Page, IBM Almaden Research Center][KDD Page_ IBM Almaden Research Center]  
  
[Silicon Graphics, MLC++ Team][Silicon Graphics_ MLC_ Team]  
  
[Thinkbank, Inc][Thinkbank_ Inc]  
  
[Ultragem Data Mining][]  
  
[Knowledge Discovery One, Inc. (KD1)][Knowledge Discovery One_ Inc. _KD1]  
  
[RuleQuest Research (J.R.Quinlan)][RuleQuest Research _J.R.Quinlan]  
  
[PARTEK - Data Analysis and Modelling][]  
  
[MIT (Management Intelligenter Technologien) GmbH, Aachen, Germany][MIT _Management Intelligenter Technologien_ GmbH_ Aachen_ Germany]  
  
[Megaputer Intelligence][]  
  
[MineSoft Ltd][]  
  
[SPSS Inc][]  
  
[Exclusive Ore Inc. (Data Mining, USA)][Exclusive Ore Inc. _Data Mining_ USA]

[David Aha_s list of machine learning resources]: http://www.aic.nrl.navy.mil/~aha/research/machine-learning.html
[Home pages of _hundreds of_ ML researchers _maintained by David W. Aha]: http://www.aic.nrl.navy.mil/~aha/people.html
[GMD Machine Learning Archive]: http://www.gmd.de/ml-archive/
[University of California-Irvine _UCI_ Machine Learning Page]: http://www.ics.uci.edu/AI/ML/Machine-Learning.html
[University of Illinois _ Urbana _UIUC_ AI _ ML Page]: http://www-ilg.cs.uiuc.edu/info/
[ML Mailing List Archive _moderated by M.Pazzani]: http://www.ics.uci.edu/~mlearn/MLList.html
[ILPnet_ the Inductive Logic Programming Pan-European Scientific Network]: http://www-ai.ijs.si/ilpnet.html
[ILPnet2_ Network of Excellence on Inductive Logic Programming _continuation of ILPnet]: http://www.cs.bris.ac.uk/~ilpnet2/
[Information and links concerning _recursive partitioning_ type learning algorithms]: http://www.recursive-partitioning.com/
[Programme _Learning in Humans and Machines_ _European Science Foundation]: http://www.di.unito.it/pub/WWW/lhm_programme/home.html
[ACL Special Interest Group on Natural Language Learning]: http://signll.aclweb.org/~signll/
[International Grammatical Inference Community Homepage]: http://www.cs.iastate.edu/~honavar/gi/gi.html
[Mirror]: http://www.univ-st-etienne.fr/eurise/gi/gi.html
[Programming by Example_ Homepage _MIT Media Lab]: http://lieber.www.media.mit.edu/people/lieber/PBE/
[UC Irvine Repository of ML Programs _FTP]: ftp://ics.uci.edu/pub/machine-learning-programs/
[C4.5 latest release - patches _Ross Quinlan]: ftp://ftp.cs.su.oz.au/pub/ml
[AutoClass - Information and Source Code]: http://ack.arc.nasa.gov/ic/projects/bayes-group/group/autoclass/autoclass-intro.html
[MSBN --- The Microsoft Bayesian Networks Modeling Tool]: http://www.research.microsoft.com/dtg/msbn
[MLC_ Machine Learning Library in C_ _R. Kohavi_ Stanford Univ.]: http://robotics.stanford.edu/users/ronnyk/mlc.html
[SGI MLC_ 2.0 for _ from Silicon Graphics]: http://www.sgi.com/tech/mlc/
[WEKA Machine Learning workbench _Univ. of Waikato_ NZ]: http://www.cs.waikato.ac.nz/~ml
[TMiner _Java_ by F. Berzal and J. Cubero_ University of Granada]: http://frontdb.ugr.es/research.htm#Software
[TiMBL 1.0 _Tilburg Memory Based Learner_ Tilburg University_ The Netherlands]: http://ilk.kub.nl/software.html
[LIBSVM _support vector machines library for classification_ by C.Chang and C.Lin]: http://www.csie.ntu.edu.tw/~cjlin/libsvm/
[SVM Light _Support Vector Machine_ T.Joachims]: http://www-ai.cs.uni-dortmund.de/SOFTWARE/SVM_LIGHT/svm_light.eng.html
[SNoW Learning Architecture 2.0 _Univ. of Illinois at Urbana_Champaign]: http://l2r.cs.uiuc.edu/~cogcomp
[SUBDUE Substructure Discovery System _University of Texas at Arlington]: http://cygnus.uta.edu/subdue/
[CBA _Classification Based on Associations_ National University of Singapore]: http://www.comp.nus.edu.sg/~dm2
[DB2 UDB and Intelligent Miner for educational or research purposes _IBM]: http://www.software.ibm.com/data/highered/
[ROC Convex Hull program for comparing classifiers _T. Fawcett _ F. Provost]: http://www.croftj.net/~fawcett/ROCCH/
[BKD _Bayesian Knowledge Discoverer_ -- Induction of Bayesian Belief Networks]: http://kmi.open.ac.uk/~marco/projects/bkd/software/
[BAYDA _Bayesian Discriminant Analysis_ _Univ. of Helsinki]: http://www.cs.helsinki.fi/research/cosco
[MCLUST _ EMCLUST _Model-based Clustering Software]: http://www.stat.washington.edu/fraley/mclust_home.html
[MLT - Machine Learning Toolbox _Esprit Project]: ftp://ftp.gmd.de/MachineLearning/MLT/public/
[STATLOG _Esprit Project]: http://www.ncc.up.pt/liacc/ML/statlog/index.html
[Peter Clark_s ML Software _UTexas_]: http://www.cs.utexas.edu/users/pclark/software.html
[Belief Network Power Constructor _Windows NT]: http://193.61.148.131/jcheng/bnpc.htm
[Imperial College Prolog 1000 Database]: ftp://src.doc.ic.ac.uk/packages/prolog-progs-db/
[HTML]: http://www.ics.uci.edu/~mlearn/MLRepository.html
[FTP]: ftp://ftp.ics.uci.edu/pub/machine-learning-databases/
[UC Irvine Knowledge Discovery in Databases _KDD_ Archive]: http://kdd.ics.uci.edu/
[DELVE _Data for Evaluating Learning in Valid Experiments_ - Univ. of Toronto]: http://www.cs.utoronto.ca/~delve/
[Proben1 --- A Set of Neural Network Benchmark Problems _Size_ _2Mb]: ftp://ftp.ira.uka.de/pub/neuron/proben1.tar.gz
[Proben1 --- Description _Tech Report]: ftp://ftp.ira.uka.de/pub/papers/techreports/1994/1994-21.ps.Z
[EconData - Economic Time Series Data _Univ. of Maryland]: ftp://info.umd.edu/info/EconData
[National Space Science Data Center _NSSDC_ - Info about many NASA data sets]: http://nssdc.gsfc.nasa.gov/
[FEDSTATS _links to _ 70 statistical agencies in the U.S.]: http://www.fedstats.gov/
[United States Census Bureau]: http://www.census.gov/
[File 1 _12.5 MB]: http://reality.sgi.com/ronnyk/census-income.tar.gz
[File 2 _10 MB]: http://reality.sgi.com/ronnyk/census-year.tar.gz
[RISE -- Repository of Information Sources Used in Information Extraction Tasks _USC_ISI]: http://www.isi.edu/~muslea/RISE/index.html
[KDD-Cup-98 _large dataset _ results of competition]: http://www.epsilon.com/kdd98/index.html
[ML Papers in PostScript format _UC Berkeley]: http://gubbio.cs.berkeley.edu/mlpapers/
[Meta-List of Machine Learning Bibliographies _D.Aha_P.Turney]: http://ai.iit.nrc.ca/bibliographies/
[Bibliography on context-sensitive learning _P.Turney_ NRC_ Ottawa]: http://www.iit.nrc.ca/bibliographies/context-sensitive.html
[Bibliography on automated text categorisation _F.Sebastiani_ Univ. of Pisa]: http://faure.iei.pi.cnr.it/~fabrizio/central.html#ATCbiblio
[Information Server of the MLNetII Training Committee _taxonomy _ examples of ML concepts]: http://kiew.cs.uni-dortmund.de:8001/
[Glossary of Data Mining Terms _by Two Crows]: http://www.twocrows.com/glossary.htm
[ESPRIT Project BRA 6020 _ILP_ home page - Kath. Univ. Leuven]: http://www.cs.kuleuven.ac.be/~ml/esprit.ilp.6020.html
[ILP programs _GOLEM_..._ datasets_ etc.]: ftp://ftp.gmd.de/MachineLearning/ILP/public/
[FOIL Sources - latest release _Ross Quinlan]: ftp://ftp.cs.su.oz.au/pub/
[Computing Lab_ Univ. of Oxford_ ILP sources]: ftp://ftp.comlab.ox.ac.uk/pub/Packages/ILP/
[FOCL Macintosh application]: ftp://ics.uci.edu/pub/machine-learning-programs/FOCL-1-2-3.cpt.hqx
[user manual]: ftp://ics.uci.edu/pub/machine-learning-programs/FOCL-1-2-3-manual.hqx
[FOCL Common LISP source code]: ftp://ics.uci.edu/pub/machine-learning-programs/FOCL-1-2-3.tar.Z
[Knowledge Discovery Mine_ KDD Nuggets_ etc. _G. Piatetsky-Shapiro]: http://info.gte.com/~kdd/
[Knowledge Discovery Mine_ KDD Nuggets_ etc. _NEW - from March 1_ 1997]: http://www.kdnuggets.com/
[The Data Mine _Birmingham]: http://www.cs.bham.ac.uk/~anp/TheDataMine.html
[KDD Projects Home Pages]: http://orgwis.gmd.de/explora/pages.html
[KDD Page_ Vanderbilt University]: http://www.vuse.vanderbilt.edu/~biswas/ResearchPages/kdd.html
[Search engine for quickly searching database research bibliographies]: http://www-ccs.cs.umass.edu/db/bib-search.html
[IJCAI-95 KDD tutorial _U. Fayyad]: http://www-aig.jpl.nasa.gov/kdd95/tutorials/IJCAI95-tutorial.html
[Collection of Machine Discovery Terminology]: http://orgwis.gmd.de/explora/terms.html
[Data Mining and Knowledge Discovery - an International Journal]: http://www.research.microsoft.com/research/datamine/
[Intelligent Data Analysis _IDA_ - An International Journal]: http://www.iospress.nl/html/1088467X.html
[Information Shootout Project_ - description and data sets]: http://www.cs.uml.edu/shootout/
[Mixture Modelling page _D. Dowe]: http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html
[ECOBWEB_ a public domain clustering tool _Y. Reich]: http://or.eng.tau.ac.il:7777/topics/ecobweb.html
[Reinforcement Learning Archive at GMD]: ftp://ftp.gmd.de/Learning/rl/
[Reinforcement Learning Repository_ Michigan State University]: http://www.cps.msu.edu/rlr
[CMU_s Reinforcement Learning Page]: http://www.cs.cmu.edu:8001/Web/Groups/reinforcement/mosaic/homepage.html
[Rich Sutton_s Reinforcement Learning Archive]: http://envy.cs.umass.edu/People/sutton/archive.html
[EVONET _European Network of Excellence in Evolutionary Computing]: http://www.dcs.napier.ac.uk/evonet
[The Genetic Algorithms Archive]: http://www.aic.nrl.navy.mil/galist/
[Learning and Soft Computing _Book _ Software_ V. Kecman_ MIT Press_ 2001]: http://www.support-vector.ws/
[The Backpropagator_s Online Reading List and Review]: http://www.mcs.com/~drt/home.html
[Pattern Recognition Page _Delft Univ. of Technology_ The Netherlands]: http://www.ph.tn.tudelft.nl//PRInfo.html
[Kovach Computing Services - Statistics Shareware and useful links]: http://www.kovcomp.co.uk/
[GRKPACK software_ Fitting Smoothing Spline ANOVA Models for Exponential Families]: http://www.stat.wisc.edu/~wahba/wahba.html
[Software for Bayesian learning for neural networks _R. Neal]: http://www.cs.toronto.edu/~radford/#software-available
[NN Benchmarking Page]: http://wwwipd.ira.uka.de/~prechelt/NIPS_bench.html
[R - A Public Domain Statistics _ Graphics Package]: http://www.ci.tuwien.ac.at/R/
[COLT Home Page]: http://www.learningtheory.org/
[COLTBIB _extensive bibliography of COLT literature]: http://www.i.kyushu-u.ac.jp/~thomas/COLTBIB/coltbib.jhtml
[Archive of COLT Conferences]: http://sunsite.informatik.rwth-aachen.de/dblp/db/conf/colt/
[Archive of ALT Conferences]: http://www.i.kyushu-u.ac.jp/~thomas/ALTARCH/altarch.jhtml
[Archive of EuroCOLT Conferences]: http://sunsite.informatik.rwth-aachen.de/dblp/db/conf/eurocolt/index.html
[Archive of AII Workshops]: http://www.i.kyushu-u.ac.jp/~thomas/AIIARCH/aiiarch.jhtml
[Intelligent Applications_ Ltd. _UK_ Data Mining]: http://www.cityscape.co.uk/ia/
[KDD Page_ IBM Almaden Research Center]: http://www.almaden.ibm.com/cgi-bin/stss/get/data-mining/
[Silicon Graphics_ MLC_ Team]: http://www.sgi.com/Technology/mlc/
[Thinkbank_ Inc]: http://www.thinkbank.com/
[Ultragem Data Mining]: http://www.ultragem.com/
[Knowledge Discovery One_ Inc. _KD1]: http://www.kd1.com/
[RuleQuest Research _J.R.Quinlan]: http://www.rulequest.com/
[PARTEK - Data Analysis and Modelling]: http://www.partek.com/
[MIT _Management Intelligenter Technologien_ GmbH_ Aachen_ Germany]: http://www.mitgmbh.de/
[Megaputer Intelligence]: http://www.megaputer.com/
[MineSoft Ltd]: http://www.minesoft.com/
[SPSS Inc]: http://www.spss.com/
[Exclusive Ore Inc. _Data Mining_ USA]: http://www.exclusiveore.com/