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CSB
2005
IEEE
133views Bioinformatics» more  CSB 2005»
15 years 3 months ago
Sequential Classification for Microarray and Clinical Data
Sequential classification uses in a stepwise process only part of the data (evidence) for partial classification, i.e., classifying only objects with sufficient evidence and leavi...
Günter Tusch
VLSID
2005
IEEE
107views VLSI» more  VLSID 2005»
15 years 3 months ago
Design, Testing, and Applications of Digital Microfluidics-Based Biochips
Microfluidics-based biochips offer a promising platform for massively parallel DNA analysis, automated drug discovery, and real-time biomolecular recognition. The first part of th...
Krishnendu Chakrabarty
GECCO
2005
Springer
127views Optimization» more  GECCO 2005»
15 years 3 months ago
Identifying valid solutions for the inference of regulatory networks
In this paper, we address the problem of finding gene regulatory networks from experimental DNA microarray data. The problem often is multi-modal and therefore appropriate optimi...
Christian Spieth, Felix Streichert, Nora Speer, An...
ICIAR
2005
Springer
15 years 2 months ago
Ultrafast Technique of Impulsive Noise Removal with Application to Microarray Image Denoising
Abstract. In this paper a novel approach to the impulsive noise removal in color images is presented. The proposed technique employs the switching scheme based on the impulse detec...
Bogdan Smolka, Konstantinos N. Plataniotis
79
Voted
IDA
2005
Springer
15 years 2 months ago
Bayesian Networks Learning for Gene Expression Datasets
DNA arrays yield a global view of gene expression and can be used to build genetic networks models, in order to study relations between genes. Literature proposes Bayesian network ...
Giacomo Gamberoni, Evelina Lamma, Fabrizio Riguzzi...