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» Classifier Selection Based on Data Complexity Measures
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KDD
2002
ACM
149views Data Mining» more  KDD 2002»
15 years 10 months ago
A system for real-time competitive market intelligence
A method is described for real-time market intelligence and competitive analysis. News stories are collected online for a designated group of companies. The goal is to detect crit...
Sholom M. Weiss, Naval K. Verma
ICML
2004
IEEE
15 years 10 months ago
Semi-supervised learning using randomized mincuts
In many application domains there is a large amount of unlabeled data but only a very limited amount of labeled training data. One general approach that has been explored for util...
Avrim Blum, John D. Lafferty, Mugizi Robert Rweban...
BMCBI
2007
129views more  BMCBI 2007»
14 years 10 months ago
HoughFeature, a novel method for assessing drug effects in three-color cDNA microarray experiments
Background: Three-color microarray experiments can be performed to assess drug effects on the genomic scale. The methodology may be useful in shortening the cycle, reducing the co...
Hongya Zhao, Hong Yan
ICRA
2006
IEEE
230views Robotics» more  ICRA 2006»
15 years 4 months ago
Sensor Fusion for 3D Human body Tracking with an Articulated 3D Body Model
— This paper proposes a tracking system called VooDoo for 3d tracking of human body movements based on a 3d body model and the Iterative Closest Point (ICP) algorithm. The propos...
Steffen Knoop, Stefan Vacek, Rüdiger Dillmann
ICML
2008
IEEE
15 years 10 months ago
Expectation-maximization for sparse and non-negative PCA
We study the problem of finding the dominant eigenvector of the sample covariance matrix, under additional constraints on the vector: a cardinality constraint limits the number of...
Christian D. Sigg, Joachim M. Buhmann