6533b859fe1ef96bd12b800f

RESEARCH PRODUCT

Data Analysis and Bioinformatics

Vito Di Gesù

subject

Clustering high-dimensional dataFuzzy clusteringComputer sciencebusiness.industryCorrelation clusteringConceptual clusteringMachine learningcomputer.software_genreComputingMethodologies_PATTERNRECOGNITIONCURE data clustering algorithmConsensus clusteringCanopy clustering algorithmData miningArtificial intelligenceCluster analysisbusinesscomputer

description

Data analysis methods and techniques are revisited in the case of biological data sets. Particular emphasis is given to clustering and mining issues. Clustering is still a subject of active research in several fields such as statistics, pattern recognition, and machine learning. Data mining adds to clustering the complications of very large data-sets with many attributes of different types. And this is a typical situation in biology. Some cases studies are also described.

yearjournalcountryeditionlanguage
2007-01-01
https://doi.org/10.1007/978-3-540-77046-6_47