IFIP TC12 Artificial Intelligence(IFIP TC12)

WG 12.2 – Machine Learning and Data Mining

This group’s Website is at: http://www.intsci.ac.cn/en/ifipwg12.2

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:   

oAssociation Rules

oClassification Rules

oDecision Trees   

oCase-Based Reasoning   

oGenetic Algorithms   

oInductive Logic Programming   

oNeural Nets   

oInstance Based Learning   

oSupport Vector Machines   

oBagging and Boosting   

oFeature Reduction   

oSupervised and Unsupervised Learning   

oWeb and Text Mining   

oMining of Images, Video etc.   

oConcept Learning   

oBayesian Learning   

oComputational Learning Theory   

oReinforcement Learning


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