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» Constrained Classification on Structured Data
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NAR
2006
82views more  NAR 2006»
13 years 8 months ago
The RCSB PDB information portal for structural genomics
10 The RCSB Protein Data Bank (PDB) offers online tools, summary reports and target information related to the worldwide structural genomics initiatives from its portal at http://...
Andrei Kouranov, Lei Xie, Joanna de la Cruz, Li Ch...
ICML
2005
IEEE
14 years 9 months ago
Discriminative versus generative parameter and structure learning of Bayesian network classifiers
In this paper, we compare both discriminative and generative parameter learning on both discriminatively and generatively structured Bayesian network classifiers. We use either ma...
Franz Pernkopf, Jeff A. Bilmes
AAAI
2008
13 years 11 months ago
An Effective and Robust Method for Short Text Classification
Classification of texts potentially containing a complex and specific terminology requires the use of learning methods that do not rely on extensive feature engineering. In this w...
Victoria Bobicev, Marina Sokolova
CMOT
2002
73views more  CMOT 2002»
13 years 8 months ago
A Structural and Evolutionary Approach to Change Management
Organizational change management is concerned with realizing strategies using models, methods and prescriptions that seek to guide the three key elements of strategic management p...
Thierry Rakotobe-Joel, Ian P. McCarthy, David Tran...
ICML
2005
IEEE
14 years 9 months ago
Large margin non-linear embedding
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
Alexander Zien, Joaquin Quiñonero Candela