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102
Voted
SDM
2012
SIAM
322views Data Mining» more  SDM 2012»
13 years 1 days ago
Adaptive Multi-task Sparse Learning with an Application to fMRI Study
In this paper, we consider the multi-task sparse learning problem under the assumption that the dimensionality diverges with the sample size. The traditional l1/l2 multi-task lass...
Xi Chen, Jingrui He, Rick Lawrence, Jaime G. Carbo...
WWW
2008
ACM
15 years 10 months ago
Context-based Semantic Mediation in Web Service Communities
Communities gather Web services that provide a common functionality, acting as an intermediate layer between end users and Web services. On the one hand, they provide a single endp...
Michael Mrissa, Stefan Dietze, Philippe Thiran, Ch...
KDD
2005
ACM
170views Data Mining» more  KDD 2005»
15 years 10 months ago
Parallel mining of closed sequential patterns
Discovery of sequential patterns is an essential data mining task with broad applications. Among several variations of sequential patterns, closed sequential pattern is the most u...
Shengnan Cong, Jiawei Han, David A. Padua
76
Voted
KBSE
2007
IEEE
15 years 3 months ago
Direct-dependency-based software compatibility testing
Software compatibility testing is an important quality assurance task aimed at ensuring that component-based software systems build and/or execute properly across a broad range of...
Il-Chul Yoon, Alan Sussman, Atif M. Memon, Adam A....
CCGRID
2010
IEEE
14 years 10 months ago
Designing Accelerator-Based Distributed Systems for High Performance
Abstract--Multi-core processors with accelerators are becoming commodity components for high-performance computing at scale. While accelerator-based processors have been studied in...
M. Mustafa Rafique, Ali Raza Butt, Dimitrios S. Ni...