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» An empirical study into class testability
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CIKM
2009
Springer
14 years 4 months ago
Supervised semantic indexing
We present a class of models that are discriminatively trained to directly map from the word content in a query-document or documentdocument pair to a ranking score. Like Latent Se...
Bing Bai, Jason Weston, David Grangier, Ronan Coll...
SGAI
2009
Springer
14 years 4 months ago
Leveraging Sub-class Partition Information in Binary Classification and Its Application
Sub-class partition information within positive and negative classes is often ignored by a binary classifier, even when these detailed background information is available at hand. ...
Baoli Li, Carl Vogel
RTAS
2008
IEEE
14 years 4 months ago
Physical Assembly Mapper: A Model-Driven Optimization Tool for QoS-Enabled Component Middleware
This paper provides four contributions to the study of optimization techniques for component-based distributed realtime and embedded (DRE) systems. First, we describe key challeng...
Krishnakumar Balasubramanian, Douglas C. Schmidt
ICTAI
2007
IEEE
14 years 4 months ago
On Portfolios for Backtracking Search in the Presence of Deadlines
Constraint satisfaction and propositional satisfiability problems are often solved using backtracking search. Previous studies have shown that portfolios of backtracking algorith...
Huayue Wu, Peter van Beek
RSFDGRC
2005
Springer
117views Data Mining» more  RSFDGRC 2005»
14 years 3 months ago
Dependency Bagging
In this paper, a new variant of Bagging named DepenBag is proposed. This algorithm obtains bootstrap samples at first. Then, it employs a causal discoverer to induce from each sam...
Yuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Z...