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» Latent Structure Pattern Mining
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88
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APBC
2008
232views Bioinformatics» more  APBC 2008»
15 years 2 months ago
Chemical Compound Classification with Automatically Mined Structure Patterns
Aaron M. Smalter, Jun Huan, Gerald H. Lushington
80
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IJCCI
2010
101views Fuzzy Logic» more  IJCCI 2010»
14 years 7 months ago
Graphlet Data Mining of Energetical Interaction Patterns in Protein 3D Structures
Carsten Henneges, Marc Röttig, Oliver Kohlbac...
114
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CIKM
2008
Springer
15 years 2 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
199
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ICDE
2008
IEEE
158views Database» more  ICDE 2008»
16 years 2 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