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» Classification of microarray data using gene networks
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TMA
2010
Springer
137views Management» more  TMA 2010»
15 years 1 months ago
K-Dimensional Trees for Continuous Traffic Classification
Abstract. The network measurement community has proposed multiple machine learning (ML) methods for traffic classification during the last years. Although several research works ha...
Valentín Carela-Español, Pere Barlet...
BMCBI
2010
156views more  BMCBI 2010»
15 years 3 months ago
PeakAnalyzer: Genome-wide annotation of chromatin binding and modification loci
Background: Functional genomic studies involving high-throughput sequencing and tiling array applications, such as ChIP-seq and ChIP-chip, generate large numbers of experimentally...
Mali Salmon-Divon, Heidi Dvinge, Kairi Tammoja, Pa...
NN
2006
Springer
15 years 3 months ago
Machine learning in soil classification
In a number of engineering problems, e.g. in geotechnics, petroleum engineering, etc. intervals of measured series data (signals) are to be attributed a class maintaining the cons...
Biswanath Bhattacharya, Dimitri P. Solomatine
NAR
2011
208views Computer Vision» more  NAR 2011»
14 years 6 months ago
The UCSC Genome Browser database: update 2011
The University of California, Santa Cruz Genome Browser (http://genome.ucsc.edu) offers online access to a database of genomic sequence and annotation data for a wide variety of o...
Pauline A. Fujita, Brooke L. Rhead, Ann S. Zweig, ...
IJCNN
2008
IEEE
15 years 9 months ago
Dataset complexity can help to generate accurate ensembles of k-nearest neighbors
— Gene expression based cancer classification using classifier ensembles is the main focus of this work. A new ensemble method is proposed that combines predictions of a small ...
Oleg Okun, Giorgio Valentini