Machine Learning
- 101
- Zinnia
- Small portable online hand recognition system based on Support Vector Machines. Provides a relatively small machine model running at 50-100 char per second recognition speed. [BSD]
- 102
- aiParts
- C++ classes for multi-decision problems implementing the High-Hope technique with sample programs. [MIT]
- 103
- libbpfl - A Bayesian Probability Filtering Library
- A general purpose library for Bayesian filtering written in C++. [LGPL]
- 104
- mPOEMS in JAVA
- A generic framework for the evolutionary search algorithm mPOEMS. It was designed to solve optimisation problems, with an unrestricted number of objectives. This site provides all sources and some exemplary implementations, e.g. of the n-hard knapsack problem. [AFL]
- 105
- shogun
- A generic SVN object interface with many implementations including OCAS, Liblinear, LibSVM, SVMLight, SVMLin, and GPDT. Each SVN provides implementations of the most common kernals such as Linear, Ploynomial, Gaussian, and Sigmond Kernel. Implemented in C++ and interfaces to Matlab, R, Octave and Python. [GPL]
- 106
- Biblioghaphy of ICML
- International Conference on Machine Learning. Since 1988. Maintained by DBLP at University of Trier.
- 107
- Bibliography of ALT
- Annual Algorithmic Learning Theory conference. Since 1990. Maintained by DBLP at University of Trier.
- 108
- Bibliography of COLT
- Computational Learning Theory. Since 1988. Maintained by DBLP at University of Trier.
- 109
- Bibliography of ECML
- European Conference on Machine Learning. Since 1987. Maintained by DBLP at University of Trier.
- 110
- Bibliography of EuroCOLT
- European Conference on Computational Learning Theory. Since 1993. Maintained by DBLP at University of Trier.
- 111
- Bibliography of MLDM
- Workshop on Machine Learning and Data Mining in Pattern Recognition. Since 1999. Maintained by DBLP at University of Trier.
- 112
- Bibliography of SOM papers
- A collection of works that have been based on the Self-Organizing Map (SOM) method developed by Kohonen
- 113
- Bibliography on Automated Text Categorization
- Maintained by F. Sebastiani. About 200 online publications and 300 references.
- 116
- Support Vector Machines, Neural Networks and Fuzzy Logic Models
- A textbook that provides an introduction to the field of learning from experimental data and soft computing.