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CIBCB
2005
IEEE
14 years 1 months ago
Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization
Feature selection is an important preprocessing technique for many pattern recognition problems. When the number of features is very large while the number of samples is relatively...
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
VLSID
2005
IEEE
107views VLSI» more  VLSID 2005»
14 years 1 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
ICIAR
2005
Springer
14 years 1 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
PRICAI
2004
Springer
14 years 1 months ago
Prediction of the Risk Types of Human Papillomaviruses by Support Vector Machines
Abstract. Infection by high-risk human papillomaviruses (HPVs) is associated with the development of cervical cancers. Classification of risk types is important to understand the ...
Je-Gun Joung, Sok June Oh, Byoung-Tak Zhang
GCB
2000
Springer
75views Biometrics» more  GCB 2000»
13 years 11 months ago
Regexpcount, a Symbolic Package for Counting Problems on Regular Expressions and Words
In previous work [10], we considered algorithms related to the statistics of matches with words and regular expressions in texts generated by Bernoulli or Markov sources. In this w...
Pierre Nicodème