| Links of Interest |
Scientific Web Tools Publishers Search Engines Science Outreach Software Tools Data Repositories Research Topics Repository Tutorials
Scientific Web Tools
ISI Essential Science Indicators
Publishers
IEEE Electronic Library Online
SpringerLink Contemporary (1997 - Present)
Search Engines
Science Outreach
Software Tools
Data Mining Free Tools
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KEEL: Knowledge Extraction based on Evolutionary Learning
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WEKA: Data Mining Software in Java
Rapid Miner YALE: Yet Another Learning Environment
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KNIME: Konstanz Information Miner
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Orange: Data mining fruitful & fun
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ADaM: Algorithm Development and Mining toolkit
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AlphaMiner: open source data mining platform
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MiningMart: End-User Datawarehouse Mining
SPIDA (Soft Computing Intelligent Data Analysis)
MLC++: A library in C++ for Supervised Machine Learning
Rattle: R Analytical Tool To Learn Easily
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TANAGRA: A free data-mining software for teaching and research
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Gnome R Data Mining
LIBSVM -- A Library for Support Vector Machines
FrIDA: Free Intelligent Data Analysis Toolbox
BioWEKA: Knowledge Discovery and Data Analysis in Biology
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Plataform to help data mining in imperfect enviroments
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The R Project for Statistical Computing Genetic Algorithm Tools
JCLEC: software system for Evolutionary Computation
Software developed at IlliGAL: Illinois Genetic Algorithms Laboratory
GAGS: Genetic Algorithms from Granada, Spain
SPEA2: The Strength Pareto Evolutionary Algorithm 2
EO: Evolutionary Computation Framework
NEO-JGDS: Networking and Emerging Optimization
PGAPACK (Parallel Genetic Algorithm PACKage)
ssGA: Stationary State Genetic Algorithm
Fuzzy Logic and Fuzzy Systems
mbFuzzIT: a package of Java classes for Fuzzy inference
Metarule: rule based language for expressing knowledge
jFuzzyLogic: Open Source Fuzzy Logic
fuzzyTECH: software development tools for fuzzy logic
Source code on Neural Networks and Fuzzy Systems by the Research group NNandFS (Magdeburg).
FFLL: Free Fuzzy Logic Library
NRC FuzzyJ Toolkit for the Java(tm) Platform
XFuzzy 3.0: Fuzzy Logic Design Tool
KBCT: Knowledge Base Configuration Tool
FisPro: An open source portable software for designing and handling fuzzy inference systems
Support Vector Machines
MATLAB 5, 6 and 7 user friendly, code LEARNSC
LIBSVM -- A Library for Support Vector Machines
winSVM: A Windows implementation of a support vector machine
SVM-light: an implementation of Support Vector Machines (SVMs) in C
jSVM: a Java wrapper for SVM-light
Data Set Repositories
UCI Machine Learning Repository
UCI Knowledge Discovery in Databases Archive
Frequent Itemset Mining Dataset Repository
Kent Ridge Bio-medical Data Set Repository
Research Topics Repository
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Ant Colony Optimization: In this link you may find some research groups, papers and tutorials on the topic. Also you can find public software and a list of links related to Ant Colony Optimization research.
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Particle Swarm Optimization: In this link you can find information about the Particle Swarm Optimization (PSO) including bibliography, tutorials a list of conferences on the topic and also a discussion forum about PSO.
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Fuzzy Logic: This page includes some FAQs and tutorials, together with related web sites and readings on the topic.
Kernel Machines: This page contains tutorials, software and publications about Kernel Methods and Support Vector Machines. Also includes a list of researches working on the topic, events, workshops and additional information.
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Fuzzy Sets and Systems: This page contains some links about Professional Organizations and Networks, Fuzzy Logic Journals and Books and Research groups.
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Fuzzy Logic Repository: This page contains software and materials concerning fuzzy logic and related topics.
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KDnuggets: In this link you may find some Data Mining, Web Mining, Text Mining, and Knowledge Discovery resources, which includes software, solutions, companies, data-sets, web sites, FAQ and so on.
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EMOO Web Page: In this link you may find a complete list of books, journal papers and other contributions about Evolutionary Multiobjective Optimization. This pages also includes tests functions and multiobjective problems together with free software developed by researches.
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Genetic Programming : This link includes a source of information about the field of genetic programming and the field of genetic and evolutionary computation.
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Genetic Algorithm Warehouse : In this page you may find a complete source about genetic algorithms, including some books, tutorials, software, applications, papers and so on.
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Scatter Search and Path Relinking : In this link you can find the list of journal papers on theory and applications of scatter search.
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Memetic Algorithms' Home Page : This page contains links to research groups' working in issues related to Memetic Algorithms, bibliography, and some other links related to the topic.
Fuzzy Sets and Systems Software Repository: In this page there a a wide range of fuzzy logic related software, tutorials, datasets, and benchmarks
Tutorials
Tutorial Papers
"Flirtation, a Very Fuzzy Prospect: a Flirtation Advisor". (M. Martin and J. M. Mendel, 1995).
"Type-2 Fuzzy Sets: Some Questions and Answers". IEEE Connections, Newsletter of the IEEE Neural Networks Society, vol. 1, Aug. 2003, pp. 10-13. (J. M. Mendel, 2003)
"A Genetic Algorithm Tutorial". Statistics and Computing, 4, (1994), 65-85. (Darrell Whitley, 1994)
"Genetic Fuzzy Systems: Status, Critical Considerations and Future Directions". International Journal of Computational Intelligence Research (IJCIR) 1:1 (2005) 59-67. (F. Herrera, 2005)
"The Hitch-Hiker's Guide to Evolutionary Computation". (Jörg Heitkötter and David Beasley, 1999)
. (online resource)
"An Overview of Genetic Algorithms: Part 1, Fundamentals". University Computing 15:4 (1993) 170-181. (D. Beasley, D. R. Bull and R. R. Martin, 1993)
"An Overview of Genetic Algorithms: Part 2, Research Topics ". University Computing 15:4 (1993) 170-181. (D. Beasley, D. R. Bull and R. R. Martin, 1993)
"Evolutionary Computation: Comments on the History and Current State ". IEEE Transactions on Evolutionary Computation 1:1 (1997) 3-17. (Thomas Bäck, Ulrich Hammel and Hans-Paul Schwefel, 1997)
Tutorial Slides
"An introduction to Data Mining". (Kurt Thearling)
"Web Information Retrieval : Google's Success". (M. Martin, 2003)
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