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CEC
2007
IEEE
15 years 1 months ago
Efficient relevance estimation and value calibration of evolutionary algorithm parameters
Calibrating the parameters of an evolutionary algorithm (EA) is a laborious task. The highly stochastic nature of an EA typically leads to a high variance of the measurements. The ...
Volker Nannen, A. E. Eiben
KDD
2010
ACM
218views Data Mining» more  KDD 2010»
15 years 1 months ago
Online multiscale dynamic topic models
We propose an online topic model for sequentially analyzing the time evolution of topics in document collections. Topics naturally evolve with multiple timescales. For example, so...
Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, N...
GECCO
2007
Springer
215views Optimization» more  GECCO 2007»
15 years 1 months ago
Finding safety errors with ACO
Model Checking is a well-known and fully automatic technique for checking software properties, usually given as temporal logic formulae on the program variables. Most model checke...
Enrique Alba, J. Francisco Chicano
FGR
2004
IEEE
131views Biometrics» more  FGR 2004»
15 years 1 months ago
Active Morphable Model: An Efficient Method for Face Analysis
Multidimensional Morphable Model is a powerful model to analyze and synthesize human faces. However, the stochastic gradient descent algorithm adopted to match the Morphable Model...
Xun Xu, Changshui Zhang, Thomas S. Huang
DSD
2006
IEEE
95views Hardware» more  DSD 2006»
15 years 1 months ago
Towards Performance-Oriented Pattern-Based Refinement of Synchronous Models onto NoC Communication
We present a performance-oriented refinement approach that refines a perfectly synchronous communication model onto Network-on-Chip (NoC) communication. We first identify four bas...
Zhonghai Lu, Ingo Sander, Axel Jantsch