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» Latent Structure Pattern Mining
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106
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APBC
2008
232views Bioinformatics» more  APBC 2008»
15 years 5 months ago
Chemical Compound Classification with Automatically Mined Structure Patterns
Aaron M. Smalter, Jun Huan, Gerald H. Lushington
106
Voted
IJCCI
2010
101views Fuzzy Logic» more  IJCCI 2010»
14 years 10 months ago
Graphlet Data Mining of Energetical Interaction Patterns in Protein 3D Structures
Carsten Henneges, Marc Röttig, Oliver Kohlbac...
146
Voted
CIKM
2008
Springer
15 years 5 months ago
Classifying networked entities with modularity kernels
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
Dell Zhang, Robert Mao
243
Voted
ICDE
2008
IEEE
158views Database» more  ICDE 2008»
16 years 5 months ago
CARE: Finding Local Linear Correlations in High Dimensional Data
Finding latent patterns in high dimensional data is an important research problem with numerous applications. Existing approaches can be summarized into 3 categories: feature selec...
Xiang Zhang, Feng Pan, Wei Wang