Clustering: Theoretical And Practical Aspects
Book Details
Format
Hardback or Cased Book
ISBN-10
9811241198
ISBN-13
9789811241192
Publisher
World Scientific Publishing Co Pte Ltd
Imprint
World Scientific Publishing Co Pte Ltd
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Aug 12th, 2021
Print length
884 Pages
Product Classification:
Machine learning
AI Summary
Ksh 36,000.00
Temporarily out of stock, due soon
0 in stock
Delivery Location
Delivery fee: Select location
Secure
Quality
Fast
This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unitary presentation of classical and contemporary algorithms ranging from partitional and hierarchical clustering up to density-based clustering, clustering of categorical data, and spectral clustering.Most of the mathematical background is provided in appendices, highlighting algebraic and complexity theory, in order to make this volume as self-contained as possible. A substantial number of exercises and supplements makes this a useful reference textbook for researchers and students.
This unique compendium gives an updated presentation of clustering, one of the most challenging tasks in machine learning. The book provides a unitary presentation of classical and contemporary algorithms ranging from partitional and hierarchical clustering up to density-based clustering, clustering of categorical data, and spectral clustering.Most of the mathematical background is provided in appendices, highlighting algebraic and complexity theory, in order to make this volume as self-contained as possible. A substantial number of exercises and supplements makes this a useful reference textbook for researchers and students.
Get Clustering: Theoretical And Practical Aspects by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by World Scientific Publishing Co Pte Ltd and it has pages.
Discover books you might love based on this title.
More in This Genre
Numerical Computations: Theory and Algorithms
Ksh 8,100.00
Deep Learning at Scale
Ksh 11,500.00
Pattern Recognition and Computer Vision
Ksh 12,600.00
Evolutionary Computation
Ksh 34,900.00
Machine Intelligence and Data Science Applications
Ksh 36,000.00
Machine Learning-Augmented Spectroscopies for Intelligent Materials Design
Ksh 23,400.00
