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JMLR
2006
150views more  JMLR 2006»
13 years 8 months ago
Building Support Vector Machines with Reduced Classifier Complexity
Support vector machines (SVMs), though accurate, are not preferred in applications requiring great classification speed, due to the number of support vectors being large. To overc...
S. Sathiya Keerthi, Olivier Chapelle, Dennis DeCos...
RAS
2006
147views more  RAS 2006»
13 years 8 months ago
Appearance-based concurrent map building and localization
Appearance-based autonomous robot localization has some advantages over landmark-based localization as, for instance, the simplicity of the processes applied to the sensor readings...
Josep M. Porta, Ben J. A. Kröse
FECS
2010
131views Education» more  FECS 2010»
13 years 6 months ago
The Mythical Creature Approach - A Simulation Alternative to Building Computer Architectures
In this paper, we present a method to help teach computer architecture (or computer organization) by developing an in class system where the students, themselves, compile high-leve...
Peter Jamieson, Darrel Davis, Brooke Spangler
ESAW
2009
Springer
13 years 6 months ago
Thinking Integral: How to Build Complex Systems That Live with People and Exhibit Collective Intelligence
009), which constitutes an abstraction of the various aspects of a MAS, generalizing the AGR approach and incorporating the institutional work of Searle (Searle 1995). This model i...
Jacques Ferber
ICDM
2009
IEEE
142views Data Mining» more  ICDM 2009»
13 years 6 months ago
Building Classifiers with Independency Constraints
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
Toon Calders, Faisal Kamiran, Mykola Pechenizkiy