Workshop on Third-Generation Data Mining:

Towards Service-Oriented Knowledge Discovery

 

Barcelona, 24 September 2010

Program

 

15:00

-

15:10

 

Opening

 

 

 

 

Data Mining Workflows: Creation, Analysis and Re-use

15:10

-

15:30

 

bluesqure  Data Mining Workflow Templates for Intelligent Discovery Assistance and Auto-Experimentation

 

 

 

 

 

 

 

J.U. Kietz, F. Serban, A. Bernstein, S. Fischer

15:30

-

15:50

 

bluesqure   Workflow Analysis Using Graph Kernels

 

 

 

 

N. Friesen, S. Rüping

15:50

-

16:05

 

bluesqure   Re-using Data Mining Workflows

 

 

 

 

S. Rüping, D. Wegener, P. Bremer

16:05

-

16:20

 

bluesqure   Open discussion

16:20

-

16:50

 

Coffee Break

 

 

 

 

Ontologies for Knowledge Discovery

16:50

-

17:10

 

bluesqure   Exposé: An Ontology for Data Mining Experiments

 

 

 

 

J. Vanschoren, L. Soldatova

17:10

-

17:25

 

bluesqure   Foundations of Frequent Concept Mining with Formal Ontologies

 

 

 

 

A. Ławrynowicz

17:25

-

17:40

 

bluesqure   Open discussion

 

 

 

 

Applications of Service-Oriented Knowledge Discovery

17:40

-

18:00

 

bluesqure   Workflow-based Information Retrieval to Model Plant Defence Response to Pathogen Attacks

 

 

 

 

D. Miljković, C. Mihăilă, V. Podpečan, M. Grčar, K. Gruden,

 

 

 

 

T. Stare, N. Lavrač

18:00

-

18:20

 

bluesqure   OpenTox: A Distributed REST Approach to Predictive Toxicology

 

 

 

 

T. Girschick, F. Buchwald, B. Hardy, S. Kramer

18:20

-

18:35

 

bluesqure   Open discussion and wrap-up