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Complex Data Analytics with Formal Concept Analysis

Name: Complex Data Analytics with Formal Concept Analysis
Brand: Springer, Berlin
SKU: 38504509
Price: 63430 HUF
Availability: InStock
Author: Rokia Missaoui
ISBN: 9783030932770

Rokia Missaoui

Léonard Kwuida

Talel Abdessalem

Language

English

Book Hardback

Libristo code: 38504509

Publishers Springer, Berlin, November 2021

FCA is an important formalism that is associated with a variety of research areas such as lattice th... Full description

Libristo code: 38504509

433 b

63 430 Ft

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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.