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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: 171.49 EUR
Availability: InStock
Author: Rokia Missaoui
ISBN: 9783030932770

Rokia Missaoui

Léonard Kwuida

Talel Abdessalem

Lingua

Inglese

Libro Rigido

Codice Libristo: 38504509

Casa editrice Springer, Berlin, novembre 2021

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

Codice Libristo: 38504509

420 b

171.49 €

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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.