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SMC
2007
IEEE
110views Control Systems» more  SMC 2007»
16 years 20 days ago
A validity index based on cluster symmetry
— An important consideration in clustering is the determination of the correct number of clusters and the appropriate partitioning of a given data set. In this paper, a newly dev...
Sriparna Saha, Sanghamitra Bandyopadhyay
SMC
2007
IEEE
111views Control Systems» more  SMC 2007»
16 years 20 days ago
Towards Visual Exploration of Topic Shifts
— This paper presents two approaches to visually analyze the topic shift of a pool of documents over a given period of time. The first of the proposed methods is based on a mult...
Kilian Thiel, Fabian Dill, Tobias Kötter, Mic...
AMS
2007
Springer
247views Robotics» more  AMS 2007»
16 years 17 days ago
Towards Machine Learning of Motor Skills
Autonomous robots that can adapt to novel situations has been a long standing vision of robotics, artificial intelligence, and cognitive sciences. Early approaches to this goal du...
Jan Peters, Stefan Schaal, Bernhard Schölkopf
GECCO
2007
Springer
212views Optimization» more  GECCO 2007»
16 years 17 days ago
An experimental analysis of evolution strategies and particle swarm optimisers using design of experiments
The success of evolutionary algorithms (EAs) depends crucially on finding suitable parameter settings. Doing this by hand is a very time consuming job without the guarantee to ...
Oliver Kramer, Bartek Gloger, Andreas Goebels
ICMCS
2006
IEEE
165views Multimedia» more  ICMCS 2006»
16 years 13 days ago
Partial LDA vs Partial PCA
Recently, 3D face recognition algorithms have outperformed 2D conventional approaches by adding depth data to the problem. However, independently of the nature (2D or 3D) of the a...
Antonio Rama, Francesc Tarres