WG 12.2 – Machine Learning and Data Mining
This group’s website is at: http://www.lianyimf.com/en/ifipwg12_2.html
Officers
Chair
Prof. Xin Yao, University of Birmingham, UK, email: x.yao@cs.bham.ac.uk
Aim
To study and develop theory and techniques for machine learning and data mining.
Scope
The scope of the Working Group’s activities includes (but is not restricted to) the following:
o Association Rules
o Classification Rules
o Decision Trees
o Case-Based Reasoning
o Genetic Algorithms
o Inductive Logic Programming
o Neural Nets
o Instance Based Learning
o Support Vector Machines
o Bagging and Boosting
o Feature Reduction
o Supervised and Unsupervised Learning
o Web and Text Mining
o Mining of Images, Video etc.
o Concept Learning
o Bayesian Learning
o Computational Learning Theory
o Reinforcement Learning
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