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» Computing with subspaces
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FOCS
2006
IEEE
14 years 2 months ago
Subspace Polynomials and List Decoding of Reed-Solomon Codes
Eli Ben-Sasson, Swastik Kopparty, Jaikumar Radhakr...
ICPR
2004
IEEE
14 years 9 months ago
Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm
In this work, the authors have evaluated almost 20 millions ensembles of classifiers generated by several methods. Trying to optimize those ensembles based on the nearest neighbou...
Guillaume Tremblay, Robert Sabourin, Patrick Maupi...
IC3
2009
13 years 6 months ago
Local Subspace Based Outlier Detection
Abstract. Existing studies in outlier detection mostly focus on detecting outliers in full feature space. But most algorithms tend to break down in highdimensional feature spaces b...
Ankur Agrawal
ISCI
2007
65views more  ISCI 2007»
13 years 8 months ago
Decision-tree instance-space decomposition with grouped gain-ratio
This paper examines a decision-tree framework for instance-space decomposition. According to the framework, the original instance-space is hierarchically partitioned into multiple...
Shahar Cohen, Lior Rokach, Oded Maimon