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GECCO
2005
Springer
124views Optimization» more  GECCO 2005»
15 years 9 months ago
XCS for robust automatic target recognition
A primary strength of the XCS approach is its ability to create maximally accurate general rules. In automatic target recognition (ATR) there is a need for robust performance beyo...
B. Ravichandran, Avinash Gandhe, Robert E. Smith
130
Voted
CAIP
2003
Springer
222views Image Analysis» more  CAIP 2003»
15 years 8 months ago
Learning Statistical Structure for Object Detection
Abstract. Many classes of images exhibit sparse structuring of statistical dependency. Each variable has strong statistical dependency with a small number of other variables and ne...
Henry Schneiderman
EMNLP
2008
15 years 5 months ago
Stacking Dependency Parsers
We explore a stacked framework for learning to predict dependency structures for natural language sentences. A typical approach in graph-based dependency parsing has been to assum...
André F. T. Martins, Dipanjan Das, Noah A. ...
139
Voted
TASE
2010
IEEE
14 years 10 months ago
A Collaborative Multiagent Taxi-Dispatch System
This paper presents a novel multiagent approach to automating taxi dispatch that services current bookings in a distributed fashion. The existing system in use by a taxi operator i...
Kiam Tian Seow, Nam Hai Dang, Der-Horng Lee
97
Voted
ICA
2007
Springer
15 years 9 months ago
Pivot Selection Strategies in Jacobi Joint Block-Diagonalization
A common problem in independent component analysis after prewhitening is to optimize some contrast on the orthogonal or unitary group. A popular approach is to optimize the contras...
Cédric Févotte, Fabian J. Theis