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» Optimizing the Use of High Performance Software Libraries
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RIVF
2008
15 years 6 months ago
Simple but effective methods for combining kernels in computational biology
Complex biological data generated from various experiments are stored in diverse data types in multiple datasets. By appropriately representing each biological dataset as a kernel ...
Hiroaki Tanabe, Tu Bao Ho, Canh Hao Nguyen, Saori ...
IR
2010
15 years 2 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
DATE
2008
IEEE
182views Hardware» more  DATE 2008»
15 years 11 months ago
An adaptable FPGA-based System for Regular Expression Matching
In many applications string pattern matching is one of the most intensive tasks in terms of computation time and memory accesses. Network Intrusion Detection Systems and DNA Seque...
Ivano Bonesana, Marco Paolieri, Marco D. Santambro...
ICC
2008
IEEE
139views Communications» more  ICC 2008»
15 years 11 months ago
Enabling Flexible Packet Filtering Through Dynamic Code Generation
— Despite its efficiency, the general approach of hardcoding protocol format descriptions in packet processing applications suffers from many limitations. Among the others, the l...
Olivier Morandi, Fulvio Risso, Mario Baldi, Andrea...
CVPR
2006
IEEE
15 years 11 months ago
A Modular Approach to the Analysis and Evaluation of Particle Filters for Figure Tracking
This paper presents the first systematic empirical study of the particle filter (PF) algorithms for human figure tracking in video. Our analysis and evaluation follows a modula...
Ping Wang, James M. Rehg