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IR
2010
15 years 3 months ago
Efficient algorithms for ranking with SVMs
RankSVM (Herbrich et al, 2000; Joachims, 2002) is a pairwise method for designing ranking models. SVMLight is the only publicly available software for RankSVM. It is slow and, due ...
Olivier Chapelle, S. Sathiya Keerthi
CAP
2010
15 years 1 months ago
Parallel arithmetic encryption for high-bandwidth communications on multicore/GPGPU platforms
In this work we study the feasibility of high-bandwidth, secure communications on generic machines equipped with the latest CPUs and General-Purpose Graphical Processing Units (GP...
Ludovic Jacquin, Vincent Roca, Jean-Louis Roch, Mo...
IJDMB
2011
85views more  IJDMB 2011»
15 years 1 months ago
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation
: Classification methods are vital for efficient access of knowledge hidden in biomedical publications. Support vector machines (SVMs) are modern non-parametric deterministic clas...
Tamara Polajnar, Simon Rogers, Mark Girolami
JAIR
2011
84views more  JAIR 2011»
15 years 1 months ago
Evaluating Temporal Graphs Built from Texts via Transitive Reduction
Temporal information has been the focus of recent attention in information extraction, leading to some standardization effort, in particular for the task of relating events in a t...
Xavier Tannier, Philippe Muller
CSMR
2010
IEEE
15 years 1 months ago
Under and Over Approximation of State Models Recovered for Ajax Applications
Abstract--In contrast to conventional multi-page Web applications, an Ajax application is developed as a single-page application in which content and structure are changed at runti...
Alessandro Marchetto, Paolo Tonella, Filippo Ricca