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» Algorithmic Analysis of Array-Accessing Programs
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AIPS
2009
15 years 1 months ago
Incremental Policy Generation for Finite-Horizon DEC-POMDPs
Solving multiagent planning problems modeled as DECPOMDPs is an important challenge. These models are often solved by using dynamic programming, but the high resource usage of cur...
Christopher Amato, Jilles Steeve Dibangoye, Shlomo...
90
Voted
IBPRIA
2007
Springer
15 years 6 months ago
Parsimonious Kernel Fisher Discrimination
Abstract. By applying recent results in optimization transfer, a new algorithm for kernel Fisher Discriminant Analysis is provided that makes use of a non-smooth penalty on the coe...
Kitsuchart Pasupa, Robert F. Harrison, Peter Wille...
97
Voted
HICSS
2003
IEEE
184views Biometrics» more  HICSS 2003»
15 years 5 months ago
Content Based File Type Detection Algorithms
Identifying the true type of a computer file can be a difficult problem. Previous methods of file type recognition include fixed file extensions, fixed “magic numbers” stored ...
Mason McDaniel, Mohammad Hossain Heydari
BMCBI
2005
120views more  BMCBI 2005»
15 years 7 days ago
Harshlight: a "corrective make-up" program for microarray chips
Background: Microscopists are familiar with many blemishes that fluorescence images can have due to dust and debris, glass flaws, uneven distribution of fluids or surface coatings...
Mayte Suárez-Fariñas, Maurizio Pelle...
115
Voted
KDD
2005
ACM
118views Data Mining» more  KDD 2005»
16 years 23 days ago
On the use of linear programming for unsupervised text classification
We propose a new algorithm for dimensionality reduction and unsupervised text classification. We use mixture models as underlying process of generating corpus and utilize a novel,...
Mark Sandler