AI+&+Machine+Learning

[|AI & Machine Learning Links], collected by [|Wlodzislaw Duch]  Red color = superpages. [|Older version of this page] in Polish.

> Agents, bots, avatars | AI Conferences | AI in medicine | Bioinformatics | Data mining | Education & AI | Logic in AI | Case-based Reasoning | General Resources | Journals, books, publishers | Labs and a few individual researchers | Machine Learning | Most ambitious AI projects | Software | Special topics |
 * AI & Machine Learning

> AI and Machine Learning | AI in Information Retrieval | Cognitive science | Computational Intelligence | Neuroscience | Software & Databases | Science & Fringes | Comparison of classfication results | Logical rules extracted from data | >
 * Separate pages




 * ==General Resources== ||
 * [|AI Topics]references, including cognitive science, from [|AAAI, American Association for Artificial Intelligence]
 * [|AGI, Artificial General Intelligence] |
 * [|AI Societies and Organizations Directory]
 * [|AI, Cognitive Science and Robotics] WWW | [|research groups]; [|conferences];
 * [|AI Depot], good intro! | [|AI Dictionary]
 * [|AI FAQ] | [|comp.ai.philosophy FAQs]|
 * [|AI on the Web], IEEE Intelligent Systems | [|AI on the Web] (Russell)
 * [|AI Resources] in Medicine (LARG*net) | [|AI Resources], About.com guide | [|AI Resources](Exeter Uni) | [|AI/AL resources (John Eikenberry)]
 * [|Applied AI Reference tree of knowledge.] | [|copy in France]
 * [|CMU Artificial Intelligence Repository]
 * [|Computational Intelligence Resources], CITE (Elsevier)
 * [|Decision/Risk Analysis] | [|Decision Analysis Society of INFORMS]
 * [|EUNITE- EUropean Network on Intelligent TEchnologies for Smart Adaptive Systems]
 * [|Evolutionary Computation in art]
 * [|Excite - Computer Science, AI, HCI]
 * [|GNU/Linux AI & Alife HOWTO]
 * [|Intro to the Science of AI] (intro, history, concepts, headlines, programs ...)
 * [|KBS/Ontology Projects and Groups]
 * [|Meta-Knowledge Engineering Server] for High-Intelligent Socio-Cognitive Systems (Gadomski)
 * [|Metaoptimize], machine learning and natural language processing
 * [|New Scientist AI links]
 * [|Neural Networks, Neuroscience, Genetic Programming, Artificial Life] Resources
 * [|PC-AI list of AI sites]
 * [|Pawel Cichosz] AI Page
 * [|WWW Virtual Library: AI] [|Neuralnets.eu], AI info, Poland
 * [|Mailing Lists/Services]: [|Machine Learning] | [|Connectionist] | [|AI News] [|AI Briefs] [|News]: comp.ai and other groups


 * Societies**
 * [|AAAI, American Association for Artificial Intelligence]
 * [|AISB], The Society for Study of AI and the simulation of Behavior
 * [|ECCAI], the European Coordinating Committee for Artificial Intelligence
 * [|Erudit], European Network for Fuzzy Logic and Uncertainty Modeling in Information Technology.
 * [|IEEE Home Page]
 * [|International Fuzzy Systems Association (IFSA)]
 * [|SIG on AI] (Special Interest Group on AI)
 * [|SCS, The Society for Computer Simulation], conferences, publications
 * [|Society For Artificial Intelligence and Statistics]
 * [|Pattern Recognition Information]
 * [|Towarzystwo Przetwarzania Obrazów] Association for Image Processing

 **Speculations about AI future** 
 * [|Future of AI], Ray Kurzweil futuristic site.
 * [|Dawn of the Human-made Gods], Bill Hibbard.
 * [|Talks by Wlodzislaw Duch].
 * ==Conferences, AI & ML== ||


 * AI, CogSci and Robotics: List of [|Conference Lists, Organisers and Past Papers]
 * [|AAAI Conferences Page]
 * [|IEEE Conference Page]
 * [|Conferences on ML] (Aha)
 * [|Computist International] AI and computing news
 * [|AAAI-05 Workshop On Modular Construction of Human-Like Intelligence]
 * [|CONALD: Conference on Automated Learning and Discovery]
 * [|ICDM'2001] - International Confrence on Data Mining
 * [|IEA/AIE-2000], 13th Int. Conf. on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems.
 * [|PKDD'99], 3rdEuropean Conference on Principles and Practice of Knowledge Discovery in Databases, including discovery challenges
 * ==Logic in AI== ||


 * [|Advanced Reasoning at Aberystwyth], also CBR, Chris Price and others.
 * [|Association of Logic Programming (ALP)]
 * [|Automated Reasoning Project]
 * [|List of Computational Intelligence Resources]
 * [|Logic for Commonsense Reasoning], Rob Miller
 * [|Logic Programming], from PC-AI.
 * [|Logic Programming Associates (LPA)], Prolog, AI, NLP and WWW technologies, news
 * [| Non-Axiomatic Reasoning System (NARS)], Pei Wang, Indiana
 * [|Recursive Partitioning] trees, rule induction, logic.

 **Fuzzy** **logic**
 * [|Fuzzy Logic AAAI resources]
 * [|Fuzzy Logic and Neurofuzzy (Neuro-fuzzy) resources]
 * [|Fuzzy Logic Resources (R. Fuller)]
 * [|Fuzzy Logic from PC-AI]
 * [|AdvLearn, Fuzzy rule-based ML]
 * [|MIT and ELITE, fuzzy logic network]
 * [|Neuro-Fuzzy and Soft Computing] (Taiwan)
 * [|NAFIPS], North American Fuzzy Information Processing Society.

Rough Sets:
 **Nearest Neighbors**: [|Nearest Neighbor Search] Algorithms, Kd-trees | [|David Mount's papers]  **Decision trees**: [|Recursive Partitioning] trees and rules  [|On Growing Better Decision Trees from Data], Ph.D. thesis by Kolluru Venkata Sreerama Murthy  [|Zijian Zheng] publications  > [|Journal of Machine Learning Gossip] (JMLG, humor in ML) > [|International Journal of Machine Consciousness] (2009) > [|Cora, Computer Science Bibliographies]
 * [|International Rough Set Society]
 * [|Rough Set Intro] (Poznan)
 * [|Regina Univ. Bulletin of Rough Sets]
 * [|Bibliography of rough sets] (II-PW)
 * [|Rough set software]
 * ==Case-Based Reasoning, CBR== ||
 * [|CBR - Home Page]
 * [|Case Based Reasoning on the Web]
 * [|AI-CBR Page] | [|European mirror]
 * [|CBR at Aberystwyth], Chris Price.
 * [|Case-Based Reasoning Repository]
 * [|Easing Knowledge Acquisition for Case-Based Design]
 * [|Witryny ekspertów ML & CBR]
 * [|Case Based Reasoning in Cardiovascular Disease]
 * [|Qualitative Models as Indices for Memory-Based Prediction].
 * ==Journals, publishers, books== ||
 * [|AI, CogSci & Robotics] journal list
 * [|Kluver AI and NN journals] (AI, AI Review, Machine Learning, Data Mining and Knowledge Discovery, J. of Intelligent Information Systems, Neural Processing Lett, Minds & Machines etc)
 * [|Machine Learning] (papers are removed after publication)
 * [|Neural Networks Journals] (old KIS list)
 * [|IEEE Intelligent Systems]
 * [|LIONHEART - Publisher of the Intelligent systems reports]
 * [|MIT Press Books]
 * Springer: [|LN in AI series] | [|Perspectives in Neural Computing] | [|Studies in Fuzziness and Soft Computing] | [|Advances in Industrial Control]
 * [|AI Communications]: The European Journal on Artificial Intelligence | [|Artificial Intelligence in Engineering] (Elsevier) | [|Artificial Intelligence Reviews] (Kluwer) | [|Engineering Applications of Artificial Intelligence] (Elsevier) | [|Electronic Transactions on Artificial Intelligence] (on-line) | [|Journal of Artificial Intelligence Research] | [|Knowledge and Information Systems] |
 * [|Expert Systems With Applications] (Pergamon) | [|IEEE Intelligent Systems] | [|Intelligence Technologies Journal] | [|International Journal of Approximate Reasoning] | [|Journal of Computational Intelligence in Finance] (former NEUROVE$T) | [|The Journal of Computational Finance] |
 * [|Machine Learning] | [|Journal of Machine Learning Research] (JMLR) | [|Journal of Symbolic Computation], special [|issue on schemas] | [|PC AI] - popular, many commerical adds related to AI
 * [|Bibliography servers], DI UMK
 * [|Computer Science Web]
 * [|International Book Information Service]
 * [|MPI Informatik Library Search]
 * [|Statistics for the Computer Science Bibliography]Collection
 * [|Machine Learning Bibliography], on-line papers (Berkeley)
 * [|PH Bibliography search] (image, pattern recognition, ML)
 * [|Unified Computer Science Index] (Indiana)
 * [|Computer Science Technical Report Sources] (Cornell)
 * [|Computer Science Preprints]
 * [|Stanford University Computer Science Department Electronic Library]
 * [|Master Bibliography of KDD and Data Mining Papers]
 * [|Bibliography on Machine Learning in Strategic Game Playing]

On-line books, proceedings and courses:
> 
 * [|Outsider's Guide to Artificial Intelligence & Robot Wisdom]
 * [|Evolution of Parallel Cellular Machines] (book)
 * [|Books on ML], Aha list
 * [|Courses on ML], Aha
 * [|Elements of Statistical Learning], book+R files+course, by Hastie, Tibshirani, Friedman
 * [|Index of Machine Learning Courses], Honavar
 * [|Comp. Science Lecture Notes], AI included (Ingargiola)
 * [|Java in AI Course Notes]
 * [|Knowledge Representation book] - John Sowa
 * [|Mitchel Tom, ML book] course notes and [|Fall 1998 version]
 * [|ML course], Steven Salzberg, also good papers
 * [|Proceedings for the ICML97 Workshop] on ML Application
 * [|AI Java demos] | [|AIxploratorium] |
 * [|Tower of Hanoi] |
 * [|Tokyo live lectures in AI] |
 * ==Labs and a few AI experts== ||
 * [|Aha David] | his [|long list of ML experts], lokalna [|kopia listy ekspertów] (Aha)
 * [|Agraval Rakesh], IBM - data mining
 * [|Baluja S, search, evolutionary computing, optimization]
 * [|Bjorvand Torvill] - rough & fuzzy
 * [|Cohen William], inductive methods, text mining
 * [|Duentsch Ivo] - rough sets & statistics
 * [|Dubitzki Werner] - NN, agents, case-based, bioinformatics
 * [|Usama Fayyad], KDD
 * [|Friedman Nir], Bayesian belief networks, learning
 * [|Fürnkranz Johannes] (Vienna) - ML, dec. trees, ILP and game playing
 * [|Geibel Peter] (Berlin) - ML, decision trees, graphs
 * [|Goldfarb Lev] - inductive learning
 * [|Kononenko, Kovacic, Kukar, Pompe, Robnik-Sikonja]
 * [|Koczkodaj Waldemar]
 * [|Kohavi Ron], data mining, made MineSet at SGI
 * [|Korczak Jerzy,]A.I. Group of the LSIIT
 * [|Magnus Stensmo,]decision support, medical diagnosis
 * [|Mauldin Michael] Julia, MUD agents
 * [|Martinez T], NN, kNN, quantum ...
 * [|McCarthy John], Stanford, AI & beyond
 * [|Michalewicz Zbigniew] and NewTech solutions
 * [|Michalski Ryszard], machine learning
 * [|Minsky Marvin (MIT)]
 * [|Nolfi Stefano (Rome)], evolutionary robotics, self-organization
 * [|Pedrycz Witold] (UoA, Edmonton)
 * [|Quinlan Ross] (Sydney)
 * [|Ruspini Enrique via Google] - approximate reasoning, probabilistic and evidential reasoning
 * [|Shavlik Jude,] knowledge based systems
 * [|Sloman Aaron], agenci, filozofia AI
 * [|Steels Luc], VUB AI lab
 * [|Thrun Sebastian], publications
 * [|Waltz David], MBR
 * [|Wettschereck Dietrich], kNN & ML
 * [|Webb Geoff], ML, software, papers
 * [|Winograd Terry], AI, Stanford

**[|Labs in Poland]** 
 * [|Artificial Intelligence Group] (Berlin, [|Fritz Wysotzki)]
 * [|AUC Cairo, Egypt]
 * [|Austrian ÖFAI Machine Learning Group]
 * [|AI- Group, Beckman Institute], University of Illinois
 * [|Cognitive Systems: Integrated and Hybrid Architectures]
 * [|COIL Web]. Computational Intelligence and Learning
 * [|Honavar publications, Iowa]
 * [|Decision Systems Laboratory]
 * [|Department of Informatics, Nicolaus Copernicus University], Torun, Poland.
 * [|DEMO Lab, Jordan Pollack], A-life, coevolutionary learning etc. | [|Golem project] - evolving physical robots |
 * [|ICS - Department of Knowledge-Based Systems] (Prague)
 * [|Learning Agents & Systems group], Aberdeen, Pete Edwards, dimensionality reduction/feature selection; pruning methods, ML, data-mining
 * [|Inteligent Systems Research,] Teheran
 * [|M.I.T. Theses and E-Theses Online]
 * [|NOBOTS], Stanford AI group
 * [|NIKEL, Northern Ireland Knowledge Engineering Laboratory] (J. Hughes)
 * [|Regina University], Cercone, Chan, Goodwin, Hamilton, Wong, Xiang, Ziarko
 * [|RWCP, Real World Computing Partnership] (Japan)
 * [|Stanford Knowledge Systems Lab]
 * [|The Knowledge Systems Group] (J. Komorowski)
 * [|Toronto ML group]
 * [|UCI Artificial Intelligence Papers]
 * [|UTCS Machine Learning Research Group]
 * [|Zurich University, AI Lab]
 * Machine Learning (see also [|Neural Networks]) ||
 * [|Machine Learning Page] (David Aha) | [|books on ML] | [|conferences on ML] | [|courses on ML]
 * [|Kolmogorov-Net, papers and ML projects] |
 * [|ML dictionary] |
 * [|Global Machine Learning Page]
 * [|On-line machine learning resources] (OFAI Austria)
 * [|ML-Net, Machine Learning NET] | [|EvoNet, Evolutionary computing NET] |
 * [|ML resources from UCI] | [| mirror in Italy]
 * [|ML from PC-AI]
 * [|Roadmap, ML future trends]
 * [|Benchmarking of learning algorithms] (Lutz Prechelt)
 * [|CALD, Center for Automated Learning and Discovery], CMU
 * [|Lazy learning] - numery specialne [|AI Review]
 * [|Hardware Evolution Web Links]
 * [|MDL, Minimum Description Length]
 * [|ML/CBR Home Pages:]Letter Index
 * [|Pawel Cichosz]- Machine Learning Page
 * [|MLnet - The European network] of excellence in Machine Learning
 * [|Machine Learning Research Groups] (from Waikato, NZ)
 * **[|Reinforcement Learning]** Andrés Perez-Uribe links | [|P. Cichosz links] (some Java demos) | [|Java Black Jack] | [|RL Tutorial]
 * [|Support Vector Learning]
 * [|Inductive Logic Programming] (ILPNet2) | [|ILP Library] (many papers) | [|ILP Network of Excellence] |
 * [|Machine Learning textbook] (Tom Mitchell)
 * [|Nillson]- ML book (draft)
 * [|Lavrac and Dzeroski] - ILP book

[|ML Software]
<span style="font-family: Arial,Helvetica;"> <span style="font-family: Arial,Helvetica;">[|SIG KDD Explorations] Journal and Newsletter | [|DM Review] | [|IBM Data Mining Papers] <span style="font-family: Arial,Helvetica;"> [|Analysis of Data Mining Algorithms] paper
 * ==Data mining== ||
 * [|KD Mine:] Data Mining and Knowledge Discovery Resources Index
 * [|Glossary of DM Terms]
 * [|Distributed DM bibliography]
 * [|Crisp-DM] data mining methodology
 * [|Data Mining and KDD information]
 * [|Data Mining Advisor] - Metal-KDD.org
 * [|Data Mining in Finances]
 * [|Data Miners: Michael Berry and Gordon Linoff]
 * [|Data Mining Software Vendors]
 * [|IBM Data Mining info]
 * [|Knowledge Discovery] and Data Mining Foundation
 * [|KDNet, Knowledge Discovery Network of Excellence], Europe
 * [|Helsinki Data Mining Group]
 * [|Megaputer] data mining software/applications.
 * [|MIT - Management Intelligenter Technologien], DataEngine software
 * [|National Center for Data Mining] at UIC
 * [|Rulequest Research] (Ross quinlan, C5 - See5)
 * [|SIG KDD special interest group]
 * [|Ultragem Data Mining (genetic, rule extraction)]
 * [|Vmark DataStage] - obróbka danych
 * [|Latent Semantic Analysis] (Boulder)
 * [|Latent Semantic Indexing] (Tennesee)
 * [|Text Mining], J. Chen PhD thesis
 * [|WebMining PL] - SPSS
 * [|Neural Networks Databases] (UCI, CMU and other)
 * [|Data Warehouse and Data Mining], from PC-AI
 * [|New Architect Daily], technology magazine

<span style="font-family: Arial,Helvetica;"> **Interesting applications:** <span style="font-family: Arial,Helvetica;"> [|Zsolutions] | [|Alice-soft] DT | [|CalSci] (demo BrainMaker) | [|MIT GMBH] | <span style="font-family: Arial,Helvetica;">
 * ==Most ambitious AI projects== ||
 * [|ACT Research Home Page] (John Anderson) i [|Carnegielearning Cognitive tutors] | [|Ms. Lindquist algebra tutor]
 * [|BioCyc Database Collection], collection of pathway/genome databases for microorganisms and humans | [|EcoCyc/MetaCyc project], P. Karp, Stanford
 * [|Cognitive Models List, Wheeler]
 * [|Cognitive Systems: Integrated and Hybrid Architectures and Algorithms]
 * [|CYC project, Cycorp, Inc]
 * DARPA [|new program solicitations].
 * DARPA [|Cognitive systems programs].
 * DARPA [|ongoing programs] | [|Bootstrapped Learning (BL)] | [|Global Autonomous Language Exploitation (GALE)] | [|Integrated Learning (IL)] | [|Learning Locomotion (LL)] | [|Multilingual Automatic Document Classification Analysis and Translation (MADCAT)] | [|Personalized Assistant that Learns (PAL)] | [|Systems of Neuromorphic Adaptive Plastic Scalable Electronics (SyNAPSE)] | [|Transfer Learning (TL)] |
 * DARPA [|Completed programs]: Biologically-Inspired Cognitive Architectures (BICA), Learning Applied to Ground Robots (LAGR), Real-World Reasoning (REAL) and more.
 * [|Decade of the Mind]
 * [|Digital Aristotle]
 * [|Evolved Machines], growing large neural nets!
 * <span style="color: #1f497d; font-family: 'Calibri','sans-serif'; font-size: 16px;">[|Human-Competitive Results Produced by Genetic Programming] (John Koza)
 * [|Goedel Machines]
 * [|Numenta Platform for Intelligent Computing] | [|Memory-based prediction] and Neocortex project |
 * [|NASA Intelligent Systems], autonomous, collaborative, discovery and health systems - far out ...
 * [|The Open Cognition Project] (Ben Goertzel)
 * [|Singularity AI Institute]
 * [|Soar (Newell, Simon, others)] | [|Soar Tech company] | [|Soar-IFOR] (real-time military pilot) | [|Steve] - VR training | [|Soar - tutorials] |
 * [|Stanford Ontology Server], Ontolingua Project | [|Systems of Neuromorphic Adaptive Plastic Scalable Electronics] |
 * [|UK Grand Challenges for Computing Research] | [|In Vivo - In Silico] | [|Ubiquitous Computing] | [|Memories for life] | [|Dependable Systems Evolution] | [|Journeys in Nonclassical Computation] |

<span style="font-family: Arial,Helvetica;"> **Brain/mind simullators**
 * [|AI Mind Project]
 * [|Architecture of Brain and Mind] |
 * [|Artificial development], 20G neurons with 20 T connections! Is this a sound project?
 * [|The BioRC Biomimetic Real-Time Cortex Project], USC, nanoscale carbon-tune cortex
 * [|Blue Brain Project], detailed whole brain simmulations on the IBM Blue Gene (H. Markram)
 * [|BrainScales], FP7 project
 * [|Conscious Software Research Group], Stan Franklin's CMattie based on [|Baars model] | older [|VMattie project] |
 * [|Ersatz brain project], James Anderson
 * [|Ai (Israel)], Hal, child machine
 * [|Novamente AI Engine], Real AI Institute, [|Ben Goertzel]
 * [|Polyscheme] - Human-Level Intelligence Lab, Roensaller.
 * [|OSCAR Project], John L. Pollock
 * [|Shruti], reflexive reasoning network
 * [|SpiNNaker, A Universal Spiking Neural Network Architecture], Manchester.

<span style="font-family: Arial,Helvetica;"> **Robots** <span style="font-family: Arial,Helvetica;">Most challenging new projects: [|iCUB RobotCub] | [|Antropomimetic robot] | <span style="font-family: Arial,Helvetica;">Robots performing complex manipulations: video of [|towel-folding robot] | <span style="font-family: Arial,Helvetica;"> <span style="font-family: Arial,Helvetica;"> <span style="font-family: Arial,Helvetica;">**Agents:** [|Agent-Based Computing], European network of excellence | [|AgentLink] | [|AgentNews Webletter] | [|Agent Technologies] | [|Agent Theories, Architectures, and Languages] (workshops) | [|AgentWeb], UMBC | [|Art Bots], painters and others | [|Autonomic agents], virtual people | [|IBM Intelligent Agents] | [|Intelligent Agents Repository] | [|Intelligent Agents] from PC-AI | [|Intelligent Software and Robot Agents], VUB | [|Learning Intelligent Book Recommending Agent] | [|LemurBot] (robotic musical instruments) | [|MS Agent ring], over 100 sites | [|Project Persona], Microsoft, check related projects | [|Prody Parrot], personal assistant from [|MindMaker] | [|Talking Buddy], agent do wszystkiego | <span style="font-family: Arial,Helvetica;"> [|SICS - Intelligent Software Agents Resources] | [|Web Robots Database] | <span style="font-family: Arial,Helvetica;"> [|Autonomous agents 2001] conference <span style="font-family: Arial,Helvetica;"> [|Emergent Behaviour Computing] | [|Dynamic Negotiating Agents] (Ronin, Xreggie, Centaurus) | <span style="font-family: Arial,Helvetica;"> [|SciAgent] for Multidisciplinary Problem Solving Environments | <span style="font-family: Arial,Helvetica;"> [|Survey of Cognitive and Agent Architectures] | [|CS1 survey] | [|CS2 survey] | [|CS3 survey] | [|CS4 survey] | [|CS5 survey] | <span style="font-family: Arial,Helvetica;"> [|Jadex BDI Agents] Java software. <span style="font-family: Arial,Helvetica;"> **Multiagent systems**: <span style="font-family: Arial,Helvetica;"> [|Intro to multiagent systems] (Vlassis) | [|Ron Sun] multiagent learning papers and links | [|Dynamics of Multiagent Systems], Xerox | [|Mike Wooldridge publications], Liverpool | <span style="font-family: Arial,Helvetica;"> **Virtual humans and avatars**: [|more bots, lingubots, chatterbots here]. <span style="font-family: Arial,Helvetica;"> [|Virtual Friends] demos (Haptek) | [|Virtual Bush] (Haptek) | <span style="font-family: Arial,Helvetica;"> [|Inteliwise], marketing solutions with avatars <span style="font-family: Arial,Helvetica;"> [|Pulse 3D Veepers], Virtual Personality <span style="font-family: Arial,Helvetica;"> [|Sitepal Vhost flash characters] | [|Sitepal flash characters] | [|Jeremiah simulated face] | <span style="font-family: Arial,Helvetica;"> [|Sports trivia game] | [|Speak2me flash] | [|AI oddcast] | [|Virtualworlds.com] | <span style="font-family: Arial,Helvetica;"> [|CogWorks Virtual People] news | [|Digital Space Worlds] | [|Active worlds] | [|John Lennon] | [|Virtual worlds company] | [|Talking heads in java] | [|Talking heads (Yale)], great site! | [|Center for Human Modeling and Simulation] | [|Steven Stahlberg] gallery | [|Virtual Humans], Peter Plantec |
 * [|ADAPT EU project baby bot]
 * [|Aldebaran Robotics]
 * [|Cog Project], R. Brooks, MIT | [|Kismet] | [|Subsumption architecture] |
 * [|CogX project], self-understaing in robots (FP7)
 * [|DB, Kawato's Dynamic Brain Project]
 * [|Feelix], emotion expressions in Lego
 * [|Grace robot], CMU
 * [|NOMAD Project], G. Edelman & J.L. Krichmar; [|Synoetics robots]
 * [|Japanese robots]
 * [|PACO], perception, action and cognition, EU robotics project.
 * [|iCub baby robot].
 * [|Romero], new humanoid.
 * [|Robonaut 2], NASA
 * [|Waseda robots], flutist, sax player, etc
 * ==AI in medicine== ||
 * [|AI Medical Systems in Routine Use] and [| here]
 * [|American Medical Informatics Association]
 * [|MIT LCS Clinical Decision Making] Group
 * [|Center for Advanced Medical Informatics at Stanford]
 * [|Centre for Health Informatics, Aberystwyth]
 * [|Clinical Decision Making - David Lennon]
 * [|History of AI in medicine] (MIT)
 * [|Department of Medical Informatics, Columbia]
 * [|Department of Medical Cybernetics] and AI (Vienna)
 * [|Duke Medical Informatics]
 * [|Guardian] (Stanford)
 * [|International Medical Informatics Association]
 * [|MedAI, Medical AI]
 * [|Medical Algorithms list], Institute for Algorithmic Medicine
 * [|Medical Expert and Knowledge-based Systems] (Vienna).
 * [|Medical Expert, Dept of Medical Computer Sciences Uni Vienna Medical School] (Adlassnig).
 * [|Medical Image Analysis] (Elsevier)
 * [|Medical Informatics Short Course]
 * [|Medical Informatics Research] (University of Louisville)
 * [|ML for Cancer Diagnosis and Prognosis]
 * [|Open Knowledge Management for Clinical care], including AI systems in clinical practice.
 * [|Stanford Medical Informatics]
 * [|Yale Center for Medical Informatics]
 * ==Agents, Avatars, Bots, Virtual Humans== ||

<span style="font-family: Arial,Helvetica;"> **Virtual Pets**: [|virtual pet list] | [|AIBO Dog] (Sony Europe) and [|Sony International] | [|TARGET]: Task Analysis Rule GEneration Tool | [|Furby] | [|Tamagotchi] | <span style="font-family: Arial,Helvetica;"> **Robotics**: [|Cognitive Robotics] (London) | [|humanoid robotics] news and links | [|Jumping robots page] | [|Mobile Robot Lab] (Georgia) | [|Osaka Uni] | [|USC Robotics Lab] | [|Stanford robotics lab] | [|Navy tech database] | <span style="font-family: Arial,Helvetica;"> **EU Integrated Projects**: [|Cogniron Project] | [|Neurobotics, Hybrid Bionic Systems] | [|paper archive] | <span style="font-family: Arial,Helvetica;"> [|Android world] <span style="font-family: Arial,Helvetica;"> [|Robo-cup], robot football | [|Euro-Robo-cup] <span style="font-family: Arial,Helvetica;"> [|Only Robots] <span style="font-family: Arial,Helvetica;"> [|Robo-prize] czyli walki robotów za milion $ | [|Robotics Competition] (US First) | <span style="font-family: Arial,Helvetica;"> [|Robots.net] | [|Lucy Matilda] (CyberLife Research) <span style="font-family: Arial,Helvetica;"> [|Robo-Space] | <span style="font-family: Arial,Helvetica;"> [|SGI Robot Zoo], animal biomechnics <span style="font-family: Arial,Helvetica;"> [|Collective Robotic Intelligence Project] <span style="font-family: Arial,Helvetica;"> [|WEbots - simulations of robots] | <span style="font-family: Arial,Helvetica;"> [|Cye, personal robot] <span style="font-family: Arial,Helvetica;"> [|Honda P3] | [|Honda Asimo] | [|Honda - humanoidal robots] <span style="font-family: Arial,Helvetica;"> [|Omron - human media + fuzzy logic] <span style="font-family: Arial,Helvetica;"> [|Parc XErox modular reconfigurable robotics] | [|Robita, Waseda Univ] | [|Robota dolls] | [|Swarmbots, EU FET project] | <span style="font-family: Arial,Helvetica;"> [|Sony - Qrio robots] | [|AIBO] | [|AIBOnet] | <span style="font-family: Arial,Helvetica;"> [|Wakamaru, Mitsubishi Heavy], first commerically sold humanoid (Sept 2005) | <span style="font-family: Arial,Helvetica;"> [|Korean KITECH realistic android] <span style="font-family: Arial,Helvetica;"> [|NASA Robotics] | [|Robotics in Japan] <span style="font-family: Arial,Helvetica;"> [|Hans Moravec], Carnegi Mellon <span style="font-family: Arial,Helvetica;"> [|Robot sci-tech magazine] <span style="font-family: Arial,Helvetica;"> [|Cognitive architectures for robots]

<span style="font-family: Arial,Helvetica;"> [|NavLab] - autonomous vehicles

<span style="font-family: Arial,Helvetica;"> **Autonomous mental development**: <span style="font-family: Arial,Helvetica;"> [|IEEE NNS SIG on Autonomous Mental Development] with many task forces and links to experts <span style="font-family: Arial,Helvetica;"> [|Cog Project (MIT)] <span style="font-family: Arial,Helvetica;"> [|SAIL and Dav projects], MSU: The Developmental Approach to Natural and Machine Intelligence <span style="font-family: Arial,Helvetica;">| [|Emboded intelligence lab] |

<span style="font-family: Arial,Helvetica;">**Robot history** <span style="font-family: Arial,Helvetica;"> [|Mr Faber's Amazing Talking Head] | [|Stelarc's Prosthetic Head] <span style="font-family: Arial,Helvetica;"> <span style="font-family: Arial,Helvetica;">[|Entrez, Genomy] (NCBI) | [|GenBank] | [|data mining tools] | <span style="font-family: Arial,Helvetica;"> [|M. Eisen Lab at LBL] (Software, Data) <span style="font-family: Arial,Helvetica;"> [|Folding, Stanford page], distributed computing <span style="font-family: Arial,Helvetica;"> [|Bioinformatics PL], Poznan group, L. Rychlewski
 * ==Bioinformatics== ||
 * [|Bioinformatik.de]!
 * [|Bioscience.org] (journal & lib)
 * [|TBR Bioinformatics resource] (Manchester) | [|UCSC Bioinformatics]
 * [|CMCH Pediatric Informatics] | [|CMCH genome] |
 * [|European Bioinformatics Institute] (EBI) | [|Data mining in molecular biology] (EBI) |
 * [|UC Institute for Genomics and Bioinformatics] (Baldi, Long).
 * [|CAMDA conferences] |
 * [|KDD Cup] challenges in bioinformatics.
 * [|GenCards Encyclopedia], Wiezman
 * [|Virtual Academy of Bioinformatics].

<span style="font-family: Arial,Helvetica;"> **Microarrays**: <span style="font-family: Arial,Helvetica;"> [|E-lib of microarray publications] | [|Critical Assessment of Microarray Data Analysis] (CAMDA) | > [|MDA software comparison] | > [|SVM analysis of some data] | > [|SMD, Stanford Microarray Database] | > [|RankGene (from expression data)]. Some interesting papers: > [|Genom Biology Preprints] > [|Raychaudhuri Soumya] > [|Bioinformatics, learning metrics], Helsinki
 * [|EBI Microarray informatics] [|Nature Microarrays issue] | [|Microarray data analysis] | [|MDA reference list (Wei Pan)] | [|Functional genomics] |

> [|Biomine web service:] > [|CASP protein structure] | [|e-cell.org], whole cell simullations > [|Genomic Knowledge Platform] | [|Protein Structure Prediction Center] (LLNL) > [|Multiple Alignment Resources] > [|Dynamic Programming for alignement] > [|Suffix Trees for Biological Sequences] | [|Suffix Trees short] | [|Unified Medical Language System (UMLS)] | > [|Pacific Symposium on Biocomputing] (many papers) | [|Post-genome knowledge discovery], Singapore |
 * Bio applications/projects**:

> [|Aminoacid Properties] | [|BioComputing Hypertext Coursebook] | [|Bioinformatics in Europe] | [|Biosequence comparisons] | > [|Genes and disease] (molecular biology book chapter) | [|S* alliance] | > Computational biology: [|Richard Karp, Washington] (genes) | [|Ron Shamir, Telaviv,] algorithms for MB | [|Martin Tompa, Washington] (sequences) | > [|DNA structure] | [|Genomics and Its Impact on Medicine and Society: A 2001 Primer] | [|Genome Glossary] | [|HMM for Proteins] | [|HMM tutorials] | > Catalogue of courses: [|Bioinformatik.de] | [|VSNS BioComputing Bielefeld] | > [|Human Genome Project] | [|HFP bioinformatics] | [|Protein structure intro] | > [|Yale bioinfo course] | [|biomedical informatics (Stanford)] | [|computational mol. biology (Stanford)] | > [|Artificial Intelligence in the Life Sciences], special issue of AI Review. > [|In silico cells] ! [|E-cells construction software] |  [|AI Milestones] [|Abbadingo One: DFA Learning Competition] > [|SIPE-2: System for Interactive Planning and Execution] > [|QSAR tutorial] > [|Human competitive results], competition > [|Artificial Life - The Live Alife Page] | [|Framesticks], A-life, Poznan | [|Zooland] Alife.org i copy [|in Europe], A-life, evolution | [|Artificial Life], Parallel Distributed Processing Laboratory, Thesalloniki | [|Virtual Artificial Life], Utrecht | > > Virtual pets: [|Fluidiom] | [|Creatures3], Norns and others | [|MIT Smart Rooms], interact with virtual creature | [|Association for Uncertainty in AI] | [|Newsletter] on decision and reasoning under uncertainty. > [|AutoClass - Bayesian classification] > [|Automated Assessment Associates] > [|Behavioral Animation] > [|DFAs: Languages and Learning] > [|Computer proofs of math theorems]: 4 colors, projective geometry, Robbins hypothesis proved by [|EQP Program]! > [|Automatic theorem prover system list] | [|Mechanized reasoning] (Stanford) | [|Association for Automated Reasoning], bulletins | > [|CADE - the Conference on Automated Deduction] | > [|QED Project] | [|Mizar Project] | > [|GMDH: Group Method of Data Handling] > [|Information Filtering Resources] > [|Kasparov vs Deep Blue] | [|Man Versus Machine], Kasparov vs Deep Junior, Oct. 2002 > [|Neurogame, neuro-evolving robotics game], Mikkuleinen [|ESP Game], or human computing, labeling images | [|Google image labeler] | > **Knowledge Modeling**: [|Ontology]; [|TOP Ontology Page] | [|KQML] or the Knowledge Query and Manipulation Language > [|Minimum Message Length (MML) Encoding] | [|MML inference] page of David Dove | > > [|XML Topic maps] | [|K42 Topic maps] | > [|Quantum-Dot Cellular Automata] | [|AI and physical computation] > [|2nd Speech Center] > [|Interactive Speech Translation] > [|AmiVoice, Advanced Media]  > > [|AI and Machine Learning] | [|AI in Information Retrieval] | [|Cognitive science] | [|Computational Intelligence] | [|Neuroscience] | [|Software & Databases] | [|Science & Fringes] | || If you want to add something yourself please let me know and I will create an account for you. Last modification 11.03.2016, by [|Wlodzislaw Duch]; my [|local homepage]
 * Courses and tutorials:**
 * ==Special Topics== ||
 * Adaptive Intelligent Systems:** [|Stanford Knowledge Systems Lab Projects]: Knowledge Sharing, Modeling of Physical Systems**AI-applications**: [|Associate Principal Astronomer] (NASA) [|Automated software engineering], NASA, Amphion project [|Intelligent Applications], from PC-AI | [|Optical Character Recognition], from PC-AI |
 * Abductive reasoning - abdukcja**: [|Abductive Inference in Reasoning and Perception] | [|International Research Group on Abductive Inference] | [|Dynamic Evidence Page] (P. Tillers) |
 * Artificial life**: [|Biota.org], synthetic ecosystems and organisms | [|Biota A-life links |][|Artificial Life]- intro, Thomas S. Ray | [|Artificial Life]- intro, Carig Reynolds
 * Automatic Theorem Proving**: [|Automated Reasoning], Argonne National Lab- info about ATP | [|Son of BirdBrain]- interactive proofs.
 * Bayesian Networks**: [|Air Force BayesNet] | Int. Soc. [|for Bayesian Analysis] | ASA Section on [|Bayesian Statistical Sciences] | [|Bayesian networks meta-resource] | [|Bayesian belief networks]
 * AI in finances**: [|Advanced Investment Technologies] (many books) | [|AI in Finance] w tym NN (including neural stuff) | [|Data Mining in Finances] | [|FinanceNet WWW Home Page]
 * AI in e-commerce**: [|Multimedia AGent-based Interactive CAtalogues]
 * Handwriting recogniton** : [|Handwriting Recognition Home Page] | [|NICI Handwriting Recognition Group] | [|FineReader] (PL)
 * Expert systems**: [|PC-AI expert systems] | [|PC-AI info on blackboard technology] | [|Soliloquy Dialog Experts] |
 * Games:** [|International Computer Chess Association] | [|Othello] | [|AI in Games] | [|Alpha-Go] winning with Lee Sedol | [|Word games]
 * Genetic/Evolutionary Algorithms:** [|PC-AI info] | [|Emergent behavior computing] | [|Evolutionary and Emergent Behaviour Intelligence] (Birmingham) | [|Genetic Programming notebook] | [|GP.com] | [|GP.org] | [|John Koza] |
 * Graph Theory:** [|Graph theory] and applications
 * Quantum Neural Computing:** (in not too distant future?)
 * [|Machine translation]**
 * Speech recognition and synthesis**:
 * ==Education & AI== ||
 * [|Artificial Intelligence Application in Distance Learning and Education], articles and links
 * [|AAAI Education links and reading]
 * [|AI Education Repository] (frozen in 2004)
 * [|Artificial Intelligence in Education (AI-ED) Society]
 * [|International Journal of Artificial Intelligence in Education (IJAIED)]
 * [|Engines for Education], "hyper-book" by Roger Schank
 * [|Carnegi Learning, AI tutors], including PAT, the Practical Algebra Tutor
 * [|AutoTutor, a web-based intelligent tutoring system] (Art Gaesser, Memphis Uni.
 * [|The Roles of AI in Education] - interesting article.
 * [|AI in Education AIED-05 website]
 * [|Russel, Norvig - AI: modern aproach] | [|lecture notes] |
 * **Separate pages**