Directory of Machine Learning Resources

Home > Computers > Artificial Intelligence > Machine Learning

Subcategories

• Belief Networks
• Case-Based Reasoning
• Companies
• Conferences
• Datasets
• Educational Resources
• Mailing Lists
• Neural Networks
• Publications
• Research Groups
• Software
• Support Vector Machines

Resources in This Category

• David W. Aha: Machine Learning Page

  http://home.earthlink.net/~dwaha/research/machine-learning.html
  A machine learning resources from Applications to Tutorials.

• Gowachin

  http://www.irisa.fr/Gowachin/
  A competition on Grammatical Inference.

• Integrated Optimization - Artificial Intelligence

  http://www.miislita.com/
  Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.

• k-means clustering tutorial

  http://people.revoledu.com/kardi/tutorial/kMean/index.html
  Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.

• Kernel machines

  http://www.kernel-machines.org/
  A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kernel Hilbert Spaces, and related methods. Provides links to papers, upcoming events, datasets, code.

• Machine Learning in Games

  http://satirist.org/learn-game/
  How computers can learn to get better at playing games. This site is for artificial intelligence researchers and intrepid game programmers. I describe game programs and their workings; they rely on heuristic search algorithms, neural networks, genetic algorithms, temporal differences, and other methods.

• Pattern Recognition on The Web

  http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html
  Links to various pattern recognition and machine learning resources

• Programming by Example

  http://web.media.mit.edu/~lieber/PBE/index.html
  Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.

• Proto-Mind Machines

  http://www.proto-mind.com/
  Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator

Related Categories

• Home > Computers > Software > Databases > Data Mining
• Home > Science > Math > Statistics

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