Books
|
Buy Now
Complex Data Analytics with Formal Concept Analysis (1st ed. 2022)
Loot Price: R4,737
Discovery Miles 47 370
|
|
Complex Data Analytics with Formal Concept Analysis (1st ed. 2022)
Expected to ship within 10 - 15 working days
|
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 data such as knowledge graphs and
interlinked contexts. For example, Formal Concept Analysis
and some of its extensions are exploited, revisited and coupled
with recent processing parallel and distributed paradigms to
maximize the benefits in analyzing large data.
General
Imprint: |
Springer Nature Switzerland AG
|
Country of origin: |
Switzerland |
Release date: |
July 2023 |
First published: |
2022 |
Editors: |
Rokia Missaoui
• Léonard Kwuida
• Talel Abdessalem
|
Dimensions: |
235 x 155mm (L x W) |
Pages: |
260 |
Edition: |
1st ed. 2022 |
ISBN-13: |
978-3-03-093280-0 |
Categories: |
Books
|
LSN: |
3-03-093280-X |
Barcode: |
9783030932800 |
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.