Machine Learning
- 2
- Grammatical Inference
- Repository of information on grammatical inference, automata induction, and language acquisition.
- 3
- Integrated Optimization - Artificial Intelligence
- 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.
- 4
- Kernel machines
- 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.
- 6
- Programming by Example
- 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.
- 7
- Proto-Mind Machines
- Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
- 8
- Reinforcement Learning Repository
- A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.
- 9
- k-means clustering tutorial
- Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.
- 10
- CADET - Case-based Design Tool
- "System that aids conceptual design of electro-mechanical devices and is based on the paradigm of Case-based Reasoning." Project information, members, publications.
- 12
- Intro to CBR
- Short intro includes information about technical issues, applications, suitability conditions, tools, and related websites and mailing lists.
- 13
- Angoss Software Corporation
- Developer of advanced data mining software and solutions for business users. Products include KnowledgeSTUDIO and KnowledgeSEEKER.
- 14
- Burning Glass Technologies
- Provider of advanced Statistical Natural Language processing technologies to human resources sector with resume processing and predictive matching products.
- 15
- Fiske Software
- Specializes in machine learning software for bioinformatics, customer relationship management (CRM), data mining, character and handwriting recognition, image processing, information retrieval, and NLP.
- 16
- RuleQuest Research Data Mining Tools
- Knowledge discovery and data mining tools for Unix and Windows, including C5.0/See5 (decision trees) and Magnum Opus (association rules).