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COMPLIFE
2006
Springer
15 years 9 months ago
Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models
We present a method for simultaneous dimension reduction and metastability analysis of high dimensional time series. The approach is based on the combination of hidden Markov model...
Illia Horenko, Johannes Schmidt-Ehrenberg, Christo...
189
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INFOCOM
2012
IEEE
13 years 8 months ago
Energy-optimal mobile application execution: Taming resource-poor mobile devices with cloud clones
Abstract—In this paper, we propose to leverage cloud computing to tame resource-poor mobile devices. Specifically, mobile applications can be executed in the mobile device (know...
Yonggang Wen, Weiwen Zhang, Haiyun Luo
DATE
2003
IEEE
92views Hardware» more  DATE 2003»
15 years 11 months ago
An Integrated Approach for Improving Cache Behavior
The widening gap between processor and memory speeds renders data locality optimization a very important issue in data-intensive embedded applications. Throughout the years hardwa...
Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhar...
GECCO
2004
Springer
158views Optimization» more  GECCO 2004»
15 years 11 months ago
Adaptively Choosing Neighbourhood Bests Using Species in a Particle Swarm Optimizer for Multimodal Function Optimization
This paper proposes an improved particle swarm optimizer using the notion of species to determine its neighbourhood best values, for solving multimodal optimization problems. In th...
Xiaodong Li
CEC
2008
IEEE
16 years 2 days ago
Solving large scale global optimization using improved Particle Swarm Optimizer
—As more and more real-world optimization problems become increasingly complex, algorithms with more capable optimizations are also increasing in demand. For solving large scale ...
Sheng-Ta Hsieh, Tsung-Ying Sun, Chan-Cheng Liu, Sh...