Complex Data Analytics with Formal Concept Analysis

Language: English

Published by Springer International Publishing Jul 2023, 2023

303093280X / 9783030932800

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web.It is successfully exploited in an increasing number of application domains such as software engineering, information retrieval, social network analysis, and bioinformatics. Its mathematical power comes from its concept lattice formalization in which each element in the lattice captures a formal concept while the whole structure represents a conceptual hierarchy that offers browsing, clustering and association rule mining.Complex data analytics refers to advanced methods and tools for mining and analyzing data with complex structures such as XML/Json data, text and image data, multidimensional data, graphs, sequences and streaming data. It also covers visualization mechanisms used to highlight the discovered knowledge.This edited book examines a set of important and relevant research directions in complex data management, and updates the contribution of the FCA community in analyzing complex and large datasuch as knowledge graphs and interlinked contexts. For example, Formal Concept Analysis and some of its extensions are exploited, revisited and coupled withrecent processing parallel and distributed paradigms to maximize the benefits in analyzinglarge data. 288 pp. Englisch.

Seller Inventory # 9783030932800

Title
Complex Data Analytics with Formal Concept Analysis
Author
Rokia Missaoui
Publisher
Springer International Publishing Jul 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
303093280X
ISBN 13
9783030932800
Item weight
441 grams
Dimensions
235x155x16 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany