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ICMLA
2007
14 years 11 months ago
Maximum Likelihood Quantization of Genomic Features Using Dynamic Programming
Dynamic programming is introduced to quantize a continuous random variable into a discrete random variable. Quantization is often useful before statistical analysis or reconstruct...
Mingzhou (Joe) Song, Robert M. Haralick, Sté...
WCE
2007
14 years 11 months ago
Statistical Aspects in Variational Principles with Heat Flow
—Applying nonequilibrium statistical mechanics we focus on nonequilibrium corrections Δs to entropy and energy of the fluid in terms of the nonequilibrium density distribution f...
Stanislaw Sieniutycz
ESEM
2010
ACM
14 years 11 months ago
Effects of the number of developers on code quality in open source software: a case study
Eleven open source software projects written in C/C++ were analyzed to determine if the number of committing developers impacts code quality. We use cyclomatic complexity, lines o...
Brandon Norick, Justin Krohn, Eben Howard, Ben Wel...
ICASSP
2010
IEEE
14 years 10 months ago
Exponentially embedded families for multimodal sensor processing
The exponential embedding of two or more probability density functions (PDFs) is proposed for multimodal sensor processing. It approximates the unknown PDF by exponentially embedd...
Steven Kay, Quan Ding
CORR
2006
Springer
105views Education» more  CORR 2006»
14 years 10 months ago
Generalization error bounds in semi-supervised classification under the cluster assumption
We consider semi-supervised classification when part of the available data is unlabeled. These unlabeled data can be useful for the classification problem when we make an assumpti...
Philippe Rigollet