Search results for "Biological data mining"

showing 2 items of 2 documents

The Three Steps of Clustering In The Post-Genomic Era

2013

This chapter descibes the basic algorithmic components that are involved in clustering, with particular attention to classification of microarray data.

Clustering high-dimensional dataSettore INF/01 - Informaticabusiness.industryCorrelation clusteringPattern recognitioncomputer.software_genreBiclusteringCURE data clustering algorithmClustering Classification Biological Data MiningConsensus clusteringArtificial intelligenceData miningbusinessCluster analysiscomputerMathematics
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Novel Combinatorial and Information-Theoretic Alignment-Free Distances for Biological Data Mining

2010

Among the plethora of alignment-free methods for comparing biological sequences, there are some that we have perceived as representative of the novel techniques that have been devised in the past few years and as being of a fundamental nature and of broad interest and applicability, ranging from combinatorics to information theory. In this chapter, we review these alignment free methods, by presenting both their mathematical definitions and the experiments in which they are involved in.

Settore INF/01 - InformaticaComputer scienceAlignment-free distances for biological sequenceBiological data miningData miningcomputer.software_genrecomputer
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