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» Hypothesis Testing for Module Test in Software Development
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119
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NIPS
2004
15 years 4 months ago
Result Analysis of the NIPS 2003 Feature Selection Challenge
The NIPS 2003 workshops included a feature selection competition organized by the authors. We provided participants with five datasets from different application domains and calle...
Isabelle Guyon, Steve R. Gunn, Asa Ben-Hur, Gideon...
KDD
2009
ACM
224views Data Mining» more  KDD 2009»
15 years 7 months ago
Issues in evaluation of stream learning algorithms
Learning from data streams is a research area of increasing importance. Nowadays, several stream learning algorithms have been developed. Most of them learn decision models that c...
João Gama, Raquel Sebastião, Pedro P...
133
Voted
IROS
2008
IEEE
138views Robotics» more  IROS 2008»
15 years 9 months ago
Deep belief net learning in a long-range vision system for autonomous off-road driving
Abstract— We present a learning-based approach for longrange vision that is able to accurately classify complex terrain at distances up to the horizon, thus allowing high-level s...
Raia Hadsell, Ayse Erkan, Pierre Sermanet, Marco S...
136
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ICC
2007
IEEE
157views Communications» more  ICC 2007»
15 years 9 months ago
Providing Transparent Security Services to Sensor Networks
— In this paper we introduce a link layer security platform for wireless sensor networks. At the heart of this platform, lies our key management module facilitating an efficient...
Hamed Soroush, Mastooreh Salajegheh, Tassos Dimitr...
98
Voted
ICANNGA
2007
Springer
143views Algorithms» more  ICANNGA 2007»
15 years 9 months ago
A Model of Non-elemental Associative Learning in the Mushroom Body Neuropil of the Insect Brain
We developed a computational model of the mushroom body (MB), a prominent region of multimodal integration in the insect brain, and tested the model’s performance for non-element...
Jan Wessnitzer, Barbara Webb, Darren Smith