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GPEM
2010
89views more  GPEM 2010»
14 years 11 months ago
Variable population size and evolution acceleration: a case study with a parallel evolutionary algorithm
Abstract With current developments of parallel and distributed computing, evolutionary algorithms have benefited considerably from parallelization techniques. Besides improved com...
Ting Hu, Simon Harding, Wolfgang Banzhaf
94
Voted
IEEEHPCS
2010
14 years 11 months ago
No more crash or crunch: Sustainable credit dynamics in a P2P community
Abstract—Many peer-to-peer file sharing communities implement credit policies to incentivise users to contribute upload resources. Such policies implicitly assume a user model -...
Rameez Rahman, David Hales, Tamas Vinko, Johan A. ...
107
Voted
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
14 years 11 months ago
Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
Abstract. In preference learning, the algorithm observes pairwise relative judgments (preference) between items as training data for learning an ordering of all items. This is an i...
Zhao Xu, Kristian Kersting, Thorsten Joachims
149
Voted
TIP
2010
146views more  TIP 2010»
14 years 11 months ago
Effective Level Set Image Segmentation With a Kernel Induced Data Term
Abstract—This study investigates level set multiphase image segmentation by kernel mapping and piecewise constant modeling of the image data thereof. A kernel function maps impli...
Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed
114
Voted
UIC
2010
Springer
14 years 11 months ago
A Lattice-Theoretic Approach to Runtime Property Detection for Pervasive Context
Abstract. Runtime detection of contextual properties is one of the primary approaches to enabling context-awareness. Existing property detection schemes implicitly assume that cont...
Tingting Hua, Yu Huang 0002, Jiannong Cao, XianPin...