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ICML
2010
IEEE
14 years 10 months ago
From Transformation-Based Dimensionality Reduction to Feature Selection
Many learning applications are characterized by high dimensions. Usually not all of these dimensions are relevant and some are redundant. There are two main approaches to reduce d...
Mahdokht Masaeli, Glenn Fung, Jennifer G. Dy
QEST
2010
IEEE
14 years 7 months ago
Fortuna: Model Checking Priced Probabilistic Timed Automata
We introduce Fortuna, the first tool for model checking priced probabilistic timed automata (PPTAs). Fortuna can handle the combination of real-time, probabilistic and cost feature...
Jasper Berendsen, David N. Jansen, Frits W. Vaandr...
CIA
2006
Springer
15 years 1 months ago
Multilevel Approach to Agent-Based Task Allocation in Transportation
We present a hybrid algorithm for distributed task allocation problem in a cooperative logistics domain. Our approach aims to achieve superior computational performance by combinin...
Martin Rehák, Premysl Volf, Michal Pechouce...
ASPDAC
2007
ACM
98views Hardware» more  ASPDAC 2007»
15 years 1 months ago
Fast Analytic Placement using Minimum Cost Flow
Many current integrated circuits designs, such as those released for the ISPD2005[14] placement contest, are extremely large and can contain a great deal of white space. These new...
Ameya R. Agnihotri, Patrick H. Madden
CORR
2007
Springer
109views Education» more  CORR 2007»
14 years 9 months ago
Multiresolution Approximation of Polygonal Curves in Linear Complexity
: We propose a new algorithm to the problem of polygonal curve approximation based on a multiresolution approach. This algorithm is suboptimal but still maintains some optimality b...
Pierre-Francois Marteau, Gildas Ménier