Data Mining Applications & Current Trends

Data Mining and related areas, like Machine Learning, Pattern Recognition, Soft-computing, Artificial Intelligence and Business Intelligence are considered of great impact in the near future, in very diverse knowledge fields, like medicine, electric power, petroleum, steel industry, tutoring systems, astronomy, etc.

Brief description of the aims of the workshop:

• Evaluate Data Mining in practice.
• Review ongoing and future applications.
• Knowing alternative computational formalisms.
• Clarify conceptual, technical and methodological issues.
• Create expert nets.
• Sharing experiences.

Workshop Program

•E.Morales, INAOE, MEXICO
Application:Steel Industry, DM Techniques:"Ensemble classifier, Undersampling"
•M.Mejia, IIE, MEXICO
Application:Power Industry, DM Techniques:"Induction trees, Rules, ANN,ILP,FS"
•R.Vilalta, CINVESTAV, MEXICO
Application:Astronomy-Planets, DM Techniques:"Local and Global Learning"
•J.Gonzalez, INAOE, MEXICO
Application:Geographic Systems, DM Techniques:"Graph-Based Spatial Data Mining"
•A.Vellido, UPC, SPAIN
Application:Medicine-diagnostics, DM Techniques:"Clustering"
•J.Perez , CENIDET, MEXICO
Application:Medicine-patterns, DM Techniques:"Clustering, Spatial Visualization"
•J.Mondragon , Corp.Power Builders, MEXICO
Application:Banking-frauds, DM Techniques:"Sampling, Induction trees"
•R.McKiney , UAM, MEXICO
Application:AI-Natural Languaje, DM Techniques:"SVM, ANN, Naive Bayes"