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BIBE
2007
IEEE
120views Bioinformatics» more  BIBE 2007»
15 years 6 months ago
Quality Assessment of Affymetrix GeneChip Data using the EM Algorithm and a Naive Bayes Classifier
Recent research has demonstrated the utility of using supervised classification systems for automatic identification of low quality microarray data. However, this approach requires...
Brian E. Howard, Beate Sick, Imara Perera, Yang Ju...
ICML
2002
IEEE
16 years 2 months ago
Cranking: Combining Rankings Using Conditional Probability Models on Permutations
A new approach to ensemble learning is introduced that takes ranking rather than classification as fundamental, leading to models on the symmetric group and its cosets. The approa...
Guy Lebanon, John D. Lafferty
HASE
2007
IEEE
15 years 8 months ago
Parsimonious Classifiers for Software Quality Assessment
—Modeling  to  predict fault­proneness of software modules is an important area  of research in software engineering. Most such models employ a large number ...
Miyoung Shin, Sunida Ratanothayanon, Amrit L. Goel...
OSDI
1994
ACM
15 years 3 months ago
PathFinder: A Pattern-Based Packet Classifier
This paper describes a pattern-based approach to building packet classifiers. One novelty of the approach is that it can be implemented efficiently in both software and hardware. ...
Mary L. Bailey, Burra Gopal, Michael A. Pagels, La...
CORR
2008
Springer
135views Education» more  CORR 2008»
15 years 2 months ago
Probabilistic SVM/GMM Classifier for Speaker-Independent Vowel Recognition in Continues Speech
In this paper, we discuss the issues in automatic recognition of vowels in Persian language. The present work focuses on new statistical method of recognition of vowels as a basic...
Mohammad Nazari, Abolghasem Sayadiyan, Seyyed Maji...