|
Books > Computing & IT > Applications of computing > Artificial intelligence
|
Buy Now
Granular Neural Networks, Pattern Recognition and Bioinformatics (Paperback, Softcover reprint of the original 1st ed. 2017)
Loot Price: R4,102
Discovery Miles 41 020
|
|
|
Granular Neural Networks, Pattern Recognition and Bioinformatics (Paperback, Softcover reprint of the original 1st ed. 2017)
Series: Studies in Computational Intelligence, 712
Expected to ship within 10 - 15 working days
|
This book provides a uniform framework describing how fuzzy rough
granular neural network technologies can be formulated and used in
building efficient pattern recognition and mining models. It also
discusses the formation of granules in the notion of both fuzzy and
rough sets. Judicious integration in forming fuzzy-rough
information granules based on lower approximate regions enables the
network to determine the exactness in class shape as well as to
handle the uncertainties arising from overlapping regions,
resulting in efficient and speedy learning with enhanced
performance. Layered network and self-organizing analysis maps,
which have a strong potential in big data, are considered as basic
modules,. The book is structured according to the major phases of a
pattern recognition system (e.g., classification, clustering, and
feature selection) with a balanced mixture of theory, algorithm,
and application. It covers the latest findings as well as
directions for future research, particularly highlighting
bioinformatics applications. The book is recommended for both
students and practitioners working in computer science, electrical
engineering, data science, system design, pattern recognition,
image analysis, neural computing, social network analysis, big data
analytics, computational biology and soft computing.
General
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!
|
You might also like..
|
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
