Friday, September 21

International Workshop on Constraint-Based Mining and Learning - CMILE
Chairs: Siegfried Nijssen, Luc De Raedt

Auditorium

Session 1 – 10:30-12:30

Constraint-based Clustering

by Jiawei Han (Invited talk)

A Fast Algorithm for Mining Utility-Frequent Itemsets

by Vid Podpecan, Nada Lavrac, Igor Kononenko

Mining Views: Database Views for Data Mining

by Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals,
Adriana Prado

12:30-14:00 Lunch break

Session 2 – 14:00-15:30

The Chosen Few: On Identifying Valuable Patterns

by Albrecht Zimmermann and Bjoern Bringmann

Constraint Based Hierarchical Clustering for Text Documents

by Korinna Bade

Anytime Learning of Cost-sensitive Decision Trees

by Saher Esmeir

15:30-16:00 Coffee break

Session 3 – 16:00-17:00

Multitarget Polynomial Regression with Constraints

by Aleksander Peckov, Saso Dzeroski, Ljupco Todorovski

Onto4AR: a framework for mining association rules

by Cláudia Antunes

Iterative Constraints in Support Vector Classification with Uncertain Information

by Jianqiang Yang, Steve Gunn