A Survey of Evolutionary Algorithms for Data Mining and by Freitas A.A.

A Survey of Evolutionary Algorithms for Data Mining and by Freitas A.A.

By Freitas A.A.

This bankruptcy discusses using evolutionary algorithms, relatively genetic algorithms and genetic programming, in facts mining and information discovery. We specialize in the information mining job of category. moreover, we speak about a few preprocessing and postprocessing steps of the information discovery approach, concentrating on characteristic choice and pruning of an ensemble of classifiers. We exhibit how the necessities of knowledge mining and data discovery impression the layout of evolutionary algorithms. particularly, we talk about how person illustration, genetic operators and health features must be tailored for extracting high-level wisdom from facts.

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Hierarchical Relationship. The “hierarchy” in the AAT refers to the method of structuring and displaying the concepts within their broader contexts. Hierarchical relationships in the AAT generally represent 5 In the current version of AAT, the qualifiers are contained in the field with the descriptor or other term. In future releases, the qualifier may be contained in a separate field or a subfield. 28 © The J. Paul Getty Trust, 2000 AAT Data Release User’s Guide CHAPTER 4: CONTENTS OF AAT genus/species relationships; however, part/whole relationships occasionally occur.

They are comparable to a crossreference or a “see also” reference. They serve to alert the indexer or researcher to other terms or concepts of possible interest, particularly when the related concepts are located in different sections of the hierarchy. Related terms may represent similar or overlapping concepts, or concepts that are noted as distinct from the concept at hand. Examples of associative relationships between concepts (RTs) Broader term: paintings Descriptor: frescoes Paintings made by the technique of fresco painting, which is a mural painting technique in which permanent pigments, dispersed in water, are painted on freshly laid lime plaster.

GRSNA rhyta .......... VERGBA ................... LCSH rhyton ....... GRSNA .................. GOS .................. GDARTOL .................. VERGBA .................. MACDA .................. NOM The sources for each term may be cited by using the brief citation code (bibliography: code), but a key listing the full citation for these brief references should be available to end-users. , GRSNA = Richter, Gisela M. A. and Marjorie J. Milne. Shapes and Names of Athenian Vases. ) Scope Note For many records, a note has been included to describe the concept.

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