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» Data Cleaning: Problems and Current Approaches
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ICPR
2010
IEEE
13 years 11 months ago
Learning a Joint Manifold Representation from Multiple Data Sets
—The problem we address in the paper is how to learn a joint representation from data lying on multiple manifolds. We are given multiple data sets and there is an underlying comm...
Marwan Torki, Ahmed Elgammal, Chan-Su Lee
CSDA
2008
121views more  CSDA 2008»
13 years 7 months ago
ANOVA extensions for mixed discrete and continuous data
This paper is concerned withANOVA-like tests in the context of mixed discrete and continuous data. The likelihood ratio approach is used to obtain a location test in the mixed dat...
A. R. de Leon, Y. Zhu
ICPR
2008
IEEE
14 years 8 months ago
Fuzzy rule selection using Iterative Rule Learning for speech data classification
Fuzzy rule base systems have been successfully used for pattern classification. These systems focus on generating a rule-base from numerical input data. The resulting rule-base ca...
Bin Ma, Chng Eng Siong, Haizhou Li, Omid Dehzangi
ICPR
2006
IEEE
14 years 8 months ago
A New Data Selection Principle for Semi-Supervised Incremental Learning
Current semi-supervised incremental learning approaches select unlabeled examples with predicted high confidence for model re-training. We show that for many applications this dat...
Alexander I. Rudnicky, Rong Zhang
BIBE
2007
IEEE
126views Bioinformatics» more  BIBE 2007»
13 years 9 months ago
FPGA Acceleration of Phylogeny Reconstruction for Whole Genome Data
In this paper we describe our design and characterization of a co-processor architecture to accelerate median-based phylogenetic reconstruction for generearrangement data. Our curr...
Jason D. Bakos, Panormitis E. Elenis, Jijun Tang