WG 12.2 – Machine Learning and Data Mining

This group’s website is at: http://www.intsci.ac.cn/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