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» Experiments with Classifier Combining Rules
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ICRA
2003
IEEE
133views Robotics» more  ICRA 2003»
15 years 6 months ago
A hierarchical behavior-based approach to manipulation tasks
Typical mobile robots can be customized to perform a variety of different tasks by combining in different ways a set of basic control modules, or behaviors. By contrast, most cu...
Zbigniew Wasik, Alessandro Saffiotti
FINTAL
2006
15 years 5 months ago
Improving Term Extraction with Terminological Resources
Abstract. Studies of different term extractors on a corpus of the biomedical domain revealed decreasing performances when applied to highly technical texts. Facing the difficulty o...
Sophie Aubin, Thierry Hamon
NIPS
2003
15 years 2 months ago
Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms
New feature selection algorithms for linear threshold functions are described which combine backward elimination with an adaptive regularization method. This makes them particular...
Claudio Gentile
JMLR
2008
100views more  JMLR 2008»
15 years 1 months ago
Hit Miss Networks with Applications to Instance Selection
In supervised learning, a training set consisting of labeled instances is used by a learning algorithm for generating a model (classifier) that is subsequently employed for decidi...
Elena Marchiori
AVBPA
2005
Springer
320views Biometrics» more  AVBPA 2005»
15 years 7 months ago
A Principled Approach to Score Level Fusion in Multimodal Biometric Systems
A multimodal biometric system integrates information from multiple biometric sources to compensate for the limitations in performance of each individual biometric system. We propos...
Sarat C. Dass, Karthik Nandakumar, Anil K. Jain