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ASPLOS
2010
ACM
15 years 8 months ago
Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems
The Local Outlier Factor (LOF) is a very powerful anomaly detection method available in machine learning and classification. The algorithm defines the notion of local outlier in...
Malak Alshawabkeh, Byunghyun Jang, David R. Kaeli
GRAPHICSINTERFACE
2004
15 years 2 months ago
A Hybrid Hardware-Accelerated Algorithm for High Quality Rendering of Visual Hulls
In this paper, a novel hybrid algorithm is presented for the fast construction and high-quality rendering of visual hulls. We combine the strengths of two complementary hardware-a...
Ming Li, Marcus A. Magnor, Hans-Peter Seidel
AUSAI
2005
Springer
15 years 7 months ago
Accelerating Real-Valued Genetic Algorithms Using Mutation-with-Momentum
: In a canonical genetic algorithm, the reproduction operators (crossover and mutation) are random in nature. The direction of the search carried out by the GA system is driven pur...
Luke Temby, Peter Vamplew, Adam Berry
SIAMSC
2011
162views more  SIAMSC 2011»
14 years 8 months ago
Accelerating the LSTRS Algorithm
In a recent paper [Rojas, Santos, Sorensen: ACM ToMS 34 (2008), Article 11] an efficient method for solving the Large-Scale Trust-Region Subproblem was suggested which is based on ...
Jörg Lampe, Marielba Rojas, Danny C. Sorensen...
ASAP
2008
IEEE
117views Hardware» more  ASAP 2008»
15 years 3 months ago
Reconfigurable acceleration of microphone array algorithms for speech enhancement
Microphone arrays play an important role in noise reduction and speech enhancement. Their algorithms are based on beamforming, which reduces the level of localized and ambient noi...
Ka Fai Cedric Yiu, Chun Hok Ho, Nedelko Grbic, Yao...