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Successes and new directions in data mining.


Successes and new directions in data mining.

Ed. by Florent Messeglia et al.

Information Science Reference


369 pages




This work looks at theoretical frameworks, challenges, and potential and existing solutions concerning knowledge extraction, with emphasis on real-world applications. Fuzzy set Fuzzy sets are sets whose elements have degrees of membership. Fuzzy sets have been introduced by Lotfi A. Zadeh (1965) as an extension of the classical notion of set. In classical set theory, the membership of elements in a set is assessed in binary terms according to a bivalent  theory, clustering algorithms, semi-supervised clustering, modeling and managing data mining patterns, and sequence mining are some of the areas explored. Specific topics covered include mined patterns for XML XML
 in full Extensible Markup Language.

Markup language developed to be a simplified and more structural version of SGML. It incorporates features of HTML (e.g., hypertext linking), but is designed to overcome some of HTML's limitations.
 query answering, deterministic 1. (probability) deterministic - Describes a system whose time evolution can be predicted exactly.

Contrast probabilistic.
2. (algorithm) deterministic - Describes an algorithm in which the correct next step depends only on the current state.
 motif motif, in literature
motif (mōtēf`), in literature, term that denotes the recurrent presence of certain character types, objects, settings, or situations in diverse genres and periods of folklore and literature.
 mining in protein databases, data mining and knowledge discovery in metabolomics, handling local patterns in collaborative structuring, and pattern mining and clustering on image databases. The book will be useful as a reference for researchers, practitioners, and students in fields related to data mining and data warehousing See data warehouse.

data warehousing - data warehouse
. Messeglia is affiliated with Project AxIS-INRIA, France.

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Publication:SciTech Book News
Article Type:Brief Article
Date:Mar 1, 2008
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