Workshop Program of Domain Driven Data Mining (DDDM 2008)

(Authors of every accepted paper are expected to give a 15 minutes' presentation, plus 5 minutes' Q&A.)

  Date: Monday, December 15, 2008

2:00 pm -
2:10 pm

Opening Address
by Yanchang Zhao
[photo] [slides]

2:10 pm -
2:40 pm

Keynote Speech

Domain Driven Data Mining (D3M)
by Longbing Cao
Data Sciences and Knowledge Discovery Lab
University of Technology, Sydney, Australia
[photo] [slides]

2:40 pm -
4:00 pm

Session I

Food Sales Prediction: "If Only It Knew What We Know"
by Patrick Meulstee and Mykola Pechenizkiy
[photo] [slides]

Parameter Tuning for Differential Mining of String Patterns
by Jeremy Besson, Christophe Rigotti, Ieva Mitasiunaite, and Jean-Francois Boulicaut
[photo] [slides]

Discovering Implicit Redundancies in Network Communications for Detecting Inconsistent Values
by Bogdan Nassu, Takashi Nanya, and Hiroshi Nakamura
[photo] [slides]

Identification of Causal Variables for Building Energy Fault Detection by Semi-supervised LDA and Decision Boundary Analysis
by Keigo Yoshida, Minoru Inui, Takehisa Yairi, Kazuo Machida, Masaki Shioya, and Yoshio Masukawa
[photo] [slides]

4:00 pm -
4:15 pm

Coffee Break

4:15pm -
6:15 pm

Session II

Actionable Knowledge Discovery for Threats Intelligence Support using a Multi-Dimensional Data Mining Methodology
by Olivier Thonnard and Marc Dacier
[photo] [slides]

One-class Classification of Text Streams with Concept Drift
by Xue Li and Yang Zhang
[photo] [slides]

Post-Processing of Discovered Association Rules using Ontologies
by Claudia Marinica, Fabrice Guillet, and Henri Briand
[photo] [slides]

Behavior Informatics and Analytics: A New and Promising Area
by Longbing Cao
[photo] [slides]

TransRank: A Novel Algorithm for Transfer of Rank Learning
by Depin Chen, Jun Yan, Gang Wang, and Weiguo Fan
[photo] [slides]

Scoring Models for Insurance Risk Sharing Pool Optimization
by Nicolas Chapados, Charles Dugas, Pascal Vincent, and Rejean Ducharme
[photo] [slides]