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ASC
2007
15 years 1 months ago
Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems
We present the results of our investigation into the use of Genetic Algorithms (GAs) for identifying near optimal design parameters of diagnostic systems that are based on Artifici...
Abhinav Saxena, Ashraf Saad
SOFTCO
2004
Springer
15 years 7 months ago
MultiNNProm: A Multi-Classifier System for Finding Genes
The computational identification of genes in DNA sequences has become an issue of crucial importance due to the large number of DNA molecules being currently sequenced. We present ...
Romesh Ranawana, Vasile Palade
ACCV
2006
Springer
15 years 3 months ago
Learning Multi-category Classification in Bayesian Framework
Abstract. We propose an algorithm for Sparse Bayesian Classification for multi-class problems using Automatic Relevance Determination(ARD). Unlike other approaches which treat mult...
Atul Kanaujia, Dimitris N. Metaxas
ICIP
2006
IEEE
15 years 7 months ago
A Novel Replica Detection System using Binary Classifiers, R-Trees, and PCA
Replica detection is a prerequisite for the discovery of copyright infringement and detection of illicit content. For this purpose, contentbased systems can be an efficient alter...
Yannick Maret, Spiros Nikolopoulos, Fréd&ea...
SMC
2007
IEEE
119views Control Systems» more  SMC 2007»
15 years 8 months ago
Automatic music genre classification using ensemble of classifiers
Carlos Nascimento Silla Jr., Celso A. A. Kaestner,...