Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Data Clustering: Theory, Algorithms, and Applications (ASA-SIAM Series on Statistics and Applied Probability)

Buy
Cluster analysis is an unsupervised process that divides a set of objects into homogeneous groups. This book starts with basic information on cluster analysis, including the classification of data and the corresponding similarity measures, followed by the presentation of over 50 clustering algorithms in groups according to some specific baseline methodologies such as hierarchical, centre-based, and search-based methods. As a result, readers and users can easily identify an appropriate algorithm for their applications and compare novel ideas with existing results. The book also provides examples of clustering applications to illustrate the advantages and shortcomings of different clustering architectures and algorithms. Application areas include pattern recognition, artificial intelligence, information technology, image processing, biology, psychology, and marketing. Suitable as a textbook for an introductory course in cluster analysis or as source material for a graduate-level introduction to data mining.
(HTML tags aren't allowed.)

Demobilisation and Reintegration in Colombia: Building State and Citizenship (Routledge Studies in Latin American Development)
Demobilisation and Reintegration in Colombia: Building State and Citizenship (Routledge Studies in Latin American Development)

This book investigates demobilisation, disarmament and reintegration (DDR) in Colombia during the twentieth and twenty-first centuries. The six large peace processes and amnesties that took place in Colombia over this period were nation-led, providing an interesting case study for the wider DDR literature, which has historically...

Bioremediation and Sustainability: Research and Applications
Bioremediation and Sustainability: Research and Applications

Bioremediation and Sustainability is an up-to-date and comprehensive treatment of research and applications for some of the most important low-cost, "green," emerging technologies in chemical and environmental engineering. 

...
TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition
TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition

Skip the theory and get the most out of Tensorflow to build production-ready machine learning models

Key Features

  • Exploit the features of Tensorflow to build and deploy machine learning models
  • Train neural networks to tackle real-world problems in Computer Vision and...

Strategic Mobile Design: Creating Engaging Experiences (Voices That Matter)
Strategic Mobile Design: Creating Engaging Experiences (Voices That Matter)
The mobile landscape is an evolving ecosystem of constant exploration and progressive thinking. Mobile is more than just the device that we carry in our bag for phone calls and text messages with friends. It’s a device that connects users to a wealth of information and portable experiences throughout the globe—experiences such as those...
Statistics for Censored Environmental Data Using Minitab and R
Statistics for Censored Environmental Data Using Minitab and R

Praise for the First Edition

" . . . an excellent addition to an upper-level undergraduate course on environmental statistics, and . . . a 'must-have' desk reference for environmental practitioners dealing with censored datasets."
—Vadose Zone Journal

Statistical Methods for...

Total Snow Leopard Superguide
Total Snow Leopard Superguide

Nobody spends more time with Apple s computers and software than the writers and editors at Macworld, the world s foremost Mac authority. Now Macworld s team of experts take you inside Apple s latest update to the popular Mac OS X operating system: Snow Leopard, Mac OS X 10.6. Snow Leopard is an OS X update unlike any in recent memory one...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy