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ICDM
2005
IEEE
109views Data Mining» more  ICDM 2005»
14 years 1 months ago
Triple Jump Acceleration for the EM Algorithm
This paper presents the triple jump framework for accelerating the EM algorithm and other bound optimization methods. The idea is to extrapolate the third search point based on th...
Han-Shen Huang, Bou-Ho Yang, Chun-Nan Hsu
IWPEC
2009
Springer
14 years 1 months ago
Bounded-Degree Techniques Accelerate Some Parameterized Graph Algorithms
Many parameterized algorithms for NP-hard graph problems are search tree algorithms with sophisticated local branching rules. But it has also been noticed that the global structur...
Peter Damaschke
CISS
2011
IEEE
12 years 11 months ago
Hardware accelerated visual attention algorithm
— We present a hardware-accelerated implementation of a bottom-up visual attention algorithm. This algorithm generates a multi-scale saliency map from differences in image intens...
Polina Akselrod, Faye Zhao, Ifigeneia Derekli, Cl&...
FPL
1998
Springer
106views Hardware» more  FPL 1998»
13 years 11 months ago
Acceleration of Satisfiability Algorithms by Reconfigurable Hardware
Abstract. We present different architectures to solve Boolean satisfiability problems in instance-specific hardware. A simulation of these architectures shows that for examples fro...
Marco Platzner, Giovanni De Micheli
ASPLOS
2010
ACM
14 years 2 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