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Artificial Intelligence Subject Index

The following list is organized alphabetically by subject area. If you don't like the way I categorize things, I am open to suggestions.

Note: read this if you have trouble connecting to an ftp site.

If you have something you would like added to this list, please let me know. Your feedback is welcome.

If you came to this page directly from outside, you might want to take a look at our general AI Resource page.

Subjects

Agents
Artificial Life
Chaos, Complex Systems, Nonlinear Systems
Cognitive Psychology
Cognitive Science
Computer Vision
Cybernetics and Systems Theory
Evolutionary Algorithms
Expert Systems
Fuzzy Logic
General AI
Knowledge Representation
Machine Learning
Medical Applications of AI
Natural Language and Computational Linguistics
Neural Networks
Qualitative Modeling and Reasoning
Reasoning
Reinforcement Learning
Robotics
Speech Recognition and Synthesis
Statistics

Agents

Carnot: MCC's Carnot project, Enterprise Information Integration, using AI and distributed agents
Distributed Artificial Intelligence Laboratory: interacting agents, human and software, at the University of Massachusetts
Experimental Knowledge Systems Laboratory: autonomous agents, at the University of Massachusetts
Intelligent Software Agents: a repository for information about agents and Web pointers to agents
Interface Agents: references to information on and off the net
OZ Project: building believable agents in dramatically interesting micro-worlds, at CMU
SHADE: agents applied to the information sharing aspect of concurrent engineering; project is led by the Lockheed AI Center; subcontractors are the Stanford University Knowledge Systems Lab and Enterprise Integration Technologies
Soar IFOR Project: information on agents in the Soar project, from the Information Sciences Institute of the University of Southern California
Softbots: software agents in software environments
World Wide Web Wanderers: agents that wander the Web, pointers, guide to developers

Artificial Life

Santa Fe Institute: AI, Alife, Cellular Automata, Genetic Algorithms, Evolutionary Computing, Time-Series Analysis
Santa Fe Institute: Artificial Life
University of California at Los Angeles: Artficial Life papers, articles, software

Chaos, Complex Systems, Nonlinear Systems

Center for Complex Systems Research: at the Beckman Institute
Center for Nonlinear Studies: at the Los Alamos National Laboratory
Complex (Adaptive) Systems Information: at the University of Pennsylvania
Complex Systems: from Australia
Complexity International: an on-line journal, in HTML format
Santa Fe Institute: Chaos, Time-Series Analysis, Cellular Automata

Cognitive Psychology

Cognitive and Psychological Sciences: a wealth of pointers from Stanford University
Psycoloquy: a refereed, on-line, electronic journal for Psychology, including Biobehavioral, Cognitive, Neural, and Social Psychology
Psyche: an on-line, electronic, interdisciplinary journal of research on consciousness

Cognitive Science

Cognitive and Computing Sciences: University of Sussex at Brighton's School of Cognitive and Computing Sciences
Cognitive and Psychological Sciences: a wealth of pointers from Stanford University
Cognitive Science and Engineering: at the University of Groningen, the Netherlands
Cognitive and Linguistic Sciences: Brown University's School of Cognitive and Linguistic Sciences
Cognitive Science: Cognitive Science at Georgia Tech
Cognitive Science: Cognitive Science at the University of Edinburgh
Institute for Research in Cognitive Science: at the University of Pennsylvania

Computer Vision

Computer Vision: an impressive list of Computer Vision related Web resources, at CMU (select this for text-only version)

Cybernetics and Systems Theory

Cybernetics and Systems Theory: various pointers, from Belgium
Principia Cybernetica: a philosophical treatise, in hypertext format

Evolutionary Algorithms

Carnegie Mellon: Genetic Art and Movies
Naval Research Lab: Genetic Algorithms source code and archived GA-List
New Mexico Tech: Genetic Music
University of Illinois: Genetic Algorithms source code and tech reports
University of Dortmund, Germany: Genetic Algorithms code, papers, archive
University of Texas: Genetic Programming code, papers, archive
Santa Fe Institute: AI, Alife, Cellular Automata, Genetic Algorithms, Evolutionary Computing, Time-Series Analysis
Santa Fe Institute: Artificial Life

Expert Systems

CLIPS: an expert system shell available through the Software Technology Branch of the NASA/Johnson Space Center
Fuzzy CLIPS: at the KSL of the NRC

Fuzzy Logic

Fuzzy CLIPS: at the KSL of the NRC
Fuzzy Logic Archive: at Quadralay Corporation
Fuzzy Logic Collection: at Ostfold Regional College in Norway
Internet Fuzzy Logic Repository: bibligraphies, product descriptions and demo versions, papers, miscellaneous information, documents and reports, and programs, code and compilers

General AI

ACM SIGART: Association for Computing Machinery, Special Interest Group for AI
AI courseware: at the University of Texas
Canadian Society for the Computational Studies of Intelligence: what it is, how to join it
Family Tree: Family Tree of AI Researchers
JAIR: Joural for AI Research, a refereed, on-line, electronic journal
Kluwer Academic Publishers: publishers of Machine Learning and Applied AI, includes tables of contents for journals, style guides, Latex templates
Mark Kantrowitz's AI Page: various AI resources
NSF Awards (a large text file): Awards of the US National Science Foundation, Division of Information, Robotics, and Intelligent Systems (IRIS), including abstracts of award winners
Statlib: statistics software

Knowledge Representation

ARPA Knowledge Sharing Effort: infomation and software related to the ARPA Knowledge Sharing Effort, at Stanford
Knowledge Sharing and the Logic Group at Stanford: information on KIF (Knowledge Interchange Format), at Stanford
KQML: Knowledge Query and Manipulation Language, at the University of Maryland, Baltimore County

Machine Learning

Automated Discovery Methods for Science: a project at Carnegie Mellon University
Clustering: software for finding clusters in data
FOIL: J. R. Quinlan's relational learner
IBL: Instance-Based Learning code from David Aha
Inductive Learning Group: the Inductive Learning Group at the University of Illinois
Knowledge Discovery Mine: variety of information on Knowledge Discovery in Databases, also known as data mining, knowledge extraction, information harvesting
LMS-Tree: a tree-structured network that is a generalization of CART, ID3, C4, MARS, and others; there is also a paper describing the algorithm
Machine Learning Archive: contains material related to Machine Learning (PostScript versions of papers, bibliographies, data sets, systems, a library of PROLOG implementations of basic machine learning algorithms), mostly from the European ESPRIT research projects MLT and ILP and from ML work at GMD
Machine Learning Database Repository: at the University of California at Irvine
Machine Learning Program Repository: at the University of California at Irvine; includes FOCL (an extended version of FOIL)
ML-List: archive of back issues of machine learning newsletter
Machine Learning: table of contents of the journal
OC1: OC1 (Oblique Classifier 1) is a multivariate decision tree induction system designed for applications where the instances have numeric feature values
Protos: Protos system and other material from Bruce Porter
Soar: information on the Soar project, from the Information Sciences Institute of the University of Southern California
UNIPEN: a project of data exchange and benchmarks for on-line handwriting recognition
University of Texas: Machine Learning work at the University of Texas
University of Wisconsin: the Machine Learning Research Group at the University of Wisconsin, Madison

Medical Applications of AI

MEDG: Clinical Decision Making Group, part of MIT Lab for Computer Science
IMKAI: Department of Medical Cybernetics and Artificial Intelligence at the University of Vienna (IMKAI)

Natural Language and Computational Linguistics

Cognitive and Linguistic Sciences: Brown University's School of Cognitive and Linguistic Sciences
Computation and Language E-Print Archive: at the Los Alamos National Laboratory
Computational Linguistics: an extensive list of pointers, from MIT
ELSNET: European Network in Language and Speech
Natural Language Software Registry: a catalog of natural language software at the German Research Institute for Artificial Intelligence in Saarbruecken
OFAI: Natural Language Processing research at OFAI
WordNet: an on-line lexical reference system whose design is inspired by current psycholinguistic theories of human lexical memory

Neural Networks

Autonomous Land Vehicle Project: neural nets driving cars, at Carnegie Mellon University
CBCL: MIT's Center for Biological and Computational Learning
Centre for Neural Networks: at King's College, England
Department of Cognitive and Neural Systems: at Boston University
Genesis: Genesis neural network simulator, particularly suited for biological modeling
Kohonen's SOM and LVQ: Teuvo Kohonen's Self-Organizing Map and Learning Vector Quantization software
Neural Archive Site: at Finnish University
Neural Computing Center: at Keio University, Fujisawa, Japan
Neural Network Benchmarks, Technical Reports, and Source Code: maintained by Scott Fahlman at CMU; source code includes Quickprop, Cascade-Correlation, Aspirin/Migraines
Neural Network Home Page: at Eindhoven University of Technology
Neural Network Hyperplane Animator: program that allows easy visualization of training data and weights in a back-propagation neural network
Neural Network Software: clearinghouse for NN stuff
Neural Network Speech Group: at Carnegie Mellon University
Neuroprose: Ohio State University archive of neural net articles
Pacific Northwest Laboratory: Neural Network Research at the Pacific Northwest Laboratory of the DOE, with pointers to various resources on the net
PlaNet: PlaNet neural network simulator
Rochester Connectionist Simulator: Rochester neural network simulation software
SANS: Studies of Artificial Neural Systems, at the Royal Institute of Technology, Sweden
Xerion: neural network simulator developed and used by the connectionist group at the University of Toronto
Yale's CTAN: Advanced Technology Center for Theoretical and Applied Neuroscience

Qualitative Modeling and Reasoning

Qualitative Reasoning Research Group: QSIM Qualitative Simulator and related material, from Benjamin Kuiper's research group at the University of Texas
QPE: Qualitative Process Engine code and tools

Reasoning

Cognitive Robotics: papers of the Cognitive Robotics group at the University of Toronto

Reinforcement Learning

Reinforcement Learning: at Carnegie Mellon

Robotics

POPBUGS: a simulation environment for track-driven robots
Robotics Internet Resources: a fine list of Robotics resources, at the University of Massachusetts (includes video clips of robots in action)

Speech Recognition and Synthesis

Neural Network Speech Group: at Carnegie Mellon University
Speech Recognition and Synthesis: software at Cambridge University

Statistics

US Bureau of Census: a useful source of data for testing machine learning algorithms
Statistical Resources on the Internet: some pointers from Stanford University
Statistical Software and Datasets: some pointers from Nova Southeastern University
Statlib: a great collection of statistics software and some data for testing statistical or machine learning algorithms