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» A Statistical Clustering Model and Algorithm
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104
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MM
2006
ACM
108views Multimedia» more  MM 2006»
15 years 8 months ago
Video search reranking via information bottleneck principle
We propose a novel and generic video/image reranking algorithm, IB reranking, which reorders results from text-only searches by discovering the salient visual patterns of relevant...
Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang
166
Voted
CP
2003
Springer
15 years 7 months ago
A SAT-Based Approach to Multiple Sequence Alignment
Multiple sequence alignment is a central problem in Bioinformatics. A known integer programming approach is to apply branch-and-cut to exponentially large graph-theoretic models. T...
Steven David Prestwich, Desmond G. Higgins, Orla O...
138
Voted
HIS
2007
15 years 4 months ago
Pareto-based Multi-Objective Machine Learning
—Machine learning is inherently a multiobjective task. Traditionally, however, either only one of the objectives is adopted as the cost function or multiple objectives are aggreg...
Yaochu Jin
121
Voted
CORR
2011
Springer
189views Education» more  CORR 2011»
14 years 9 months ago
Peer Effects and Stability in Matching Markets
Many-to-one matching markets exist in numerous different forms, such as college admissions, matching medical interns to hospitals for residencies, assigning housing to college st...
Elizabeth Bodine-Baron, Christina Lee, Anthony Cho...
157
Voted
ICDE
2011
IEEE
194views Database» more  ICDE 2011»
14 years 6 months ago
Representative skylines using threshold-based preference distributions
— The study of skylines and their variants has received considerable attention in recent years. Skylines are essentially sets of most interesting (undominated) tuples in a databa...
Atish Das Sarma, Ashwin Lall, Danupon Nanongkai, R...