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CVPR
2011
IEEE
13 years 11 days ago
Learning People Detection Models from Few Training Samples
People detection is an important task for a wide range of applications in computer vision. State-of-the-art methods learn appearance based models requiring tedious collection and ...
Leonid Pishchulin, Christian Wojek, Arjun Jain, Th...
GECCO
2010
Springer
187views Optimization» more  GECCO 2010»
13 years 12 months ago
Evolving agent behavior in multiobjective domains using fitness-based shaping
Multiobjective evolutionary algorithms have long been applied to engineering problems. Lately they have also been used to evolve behaviors for intelligent agents. In such applicat...
Jacob Schrum, Risto Miikkulainen
ATVA
2009
Springer
173views Hardware» more  ATVA 2009»
14 years 3 months ago
Solving Parity Games in Practice
Parity games are 2-player games of perfect information and infinite duration that have important applications in automata theory and decision procedures (validity as well as model...
Oliver Friedmann, Martin Lange
ICANN
2009
Springer
14 years 1 months ago
Empirical Study of the Universum SVM Learning for High-Dimensional Data
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
Vladimir Cherkassky, Wuyang Dai
TOIT
2002
66views more  TOIT 2002»
13 years 8 months ago
xlinkit: a consistency checking and smart link generation service
xlinkit is a lightweight application service that provides rule-based link generation and checks the consistency of distributed web content. It leverages standard Internet technol...
Christian Nentwich, Licia Capra, Wolfgang Emmerich...