Computers and Internet Artificial Intelligence Machine Learning| Computational Learning Theory http://www.learningtheory.org/ A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency. | |
| Gowachin http://www.irisa.fr/Gowachin/ A competition on Grammatical Inference. | |
| Grammatical Inference http://www.cs.iastate.edu/~honavar/gi/gi.html Repository of information on grammatical inference, automata induction, and language acquisition. | |
| 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. | |
| Integrated Optimization - Artificial Intelligence http://www.miislita.com/ Artificial Intelligence | |
| 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 | |
| Machine learning for user modeling http://athos.rutgers.edu/ml4um/ Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems. | |
| 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 | |
| Reinforcement Learning Repository http://www-anw.cs.umass.edu/rlr/ A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst. | |
| 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. | |
