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IRI
2005
IEEE
14 years 3 months ago
AnyInformationHiding: a stable design pattern
The AnyInformationHiding design pattern models the concept of information hiding and the interactions between parties associated with it in any application. Information hiding is ...
Mohamed Fayad, Haritha Kilaru
KDD
2004
ACM
135views Data Mining» more  KDD 2004»
14 years 10 months ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
KDD
2010
ACM
293views Data Mining» more  KDD 2010»
14 years 1 months ago
BioSnowball: automated population of Wikis
Internet users regularly have the need to find biographies and facts of people of interest. Wikipedia has become the first stop for celebrity biographies and facts. However, Wik...
Xiaojiang Liu, Zaiqing Nie, Nenghai Yu, Ji-Rong We...
BMCBI
2006
154views more  BMCBI 2006»
13 years 9 months ago
Automated recognition of malignancy mentions in biomedical literature
Background: The rapid proliferation of biomedical text makes it increasingly difficult for researchers to identify, synthesize, and utilize developed knowledge in their fields of ...
Yang Jin, Ryan T. McDonald, Kevin Lerman, Mark A. ...
KDD
2012
ACM
200views Data Mining» more  KDD 2012»
12 years 1 days ago
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
The communities of a social network are sets of vertices with more connections inside the set than outside. We theoretically demonstrate that two commonly observed properties of s...
David F. Gleich, C. Seshadhri