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Discriminative frequent subgraph mining with optimality guarantees Marisa Thoma∗ Alex Smola¶ Hong Cheng† Le Song‡
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Document Date: 2010-07-07 07:38:39

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City

Apriori / Santa Clara / Chicago / /

Company

BP / Yahoo! / /

Facility

Santa Barbara †† Max Planck Institute / Carnegie Mellon University / University of Illinois / Max Planck Institute / Chinese University of Hong Kong / University of California / University of Illinois at Chicago / /

IndustryTerm

cient subgraph mining / software engineering / memory-intensive feature selection algorithm / graph mining / derived native frequent subgraph mining / search path / subgraph mining approach / frequent subgraph mining / real world applications / chemical compounds / frequent graph mining algorithms / subgraph mining cycle / itemset mining / subgraph mining / chemical structures / graph mining research / feature mining process / chemical compound / isomorphism testing algorithms / graph mining algorithms / biological and chemical processes / discriminate frequent subgraph mining / path-join algorithm / near-optimal solution / near-optimality solution / discriminative pattern mining aptrees / gSpanCORK algorithm / mining / search tree / tive mining frequent subgraphs / search space / graph classification algorithms / frequent subgraph mining process / /

Organization

Chinese University of Hong Kong / Institute for Informatics / University of Illinois at Chicago / School of Computer Science / University of Illinois / Department of Computer Science / University of California at Santa Barbara †† Max Planck Institute for Developmental Biology / Max Planck Institute for Biological Cybernetics / Carnegie Mellon University / Department of Systems Engineering and Engineering Management / /

Person

Karsten M. Borgwardt / T . Else / Hans-Peter Kriegel∗ Karsten / Hong Cheng† Le Song / Marisa Thoma∗ Alex Smola / Alex Smola¶ Hong Cheng / Koji Tsuda / Arthur Gretton‡ Philip / Philip S. Yuk Jiawei Han / /

Position

Governor / representative / candidate / /

Product

Pentax K-x Digital Camera / gSpan / /

ProgrammingLanguage

EC / T / /

ProvinceOrState

Illinois / California / /

Technology

isomorphism testing algorithms / path-join algorithm / proposed algorithms / html / Apriori-based algorithms / graph mining algorithms / memory-intensive feature selection algorithm / drug discovery / graph classification algorithms / LASSO algorithm / subgraphs The gSpanCORK algorithm / frequent graph mining algorithms / /

URL

http /

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