Learn IT - Books tags clustering

HP-UX CSE : Official Study Guide and Desk Reference

Prentice Hall, 2004

HP-UX CSE: Official Study Guide and Desk Reference is the definitive HP-UX CSE exam preparation guide and reference.

HP-approved coverage of all three CSE exams: CSE HP-UX Advanced System Administration, CSE High Availability Using HP-UX...

Numerical Recipes 3rd Edition: The Art of Scientific Computing

Cambridge University Press, 2007

Co-authored by four leading scientists from academia and industry, Numerical Recipes Third Edition starts with basic mathematics and computer science and proceeds to complete, working routines. Widely recognized as the most comprehensive, accessible and practical basis for scientific computing, this new edition incorporates more than 400...

Advances in Knowledge Discovery and Management: Volume 4 (Studies in Computational Intelligence)

Springer, 2013

This book is a collection of representative and novel works done in Data Mining, Knowledge Discovery, Clustering and Classification that were originally presented in French at the EGC'2012 Conference held in Bordeaux, France, on January 2012. This conference was the 12th edition of this event, which takes place each year and which is now...

Mastering Machine Learning With scikit-learn

Packt Publishing, 2014

Apply effective learning algorithms to real-world problems using scikit-learn

About This Book

Design and troubleshoot machine learning systems for common tasks including regression, classification, and clustering

Acquaint yourself with popular machine learning algorithms, including...

Professional Apache Tomcat 6 (WROX Professional Guides)

Wrox Press, 2007

With this comprehensive resource, you'll uncover the ins-and-outs of installing, configuring, and running the Apache Tomcat server. This book not only provides a line-by-line analysis of configuration options, but also explores the features and capabilities of Tomcat. You'll then gain the skills to solve the type of problems that arise during all...

Troubleshooting Microsoft Technologies: The Ultimate Administrator's Repair Manual (The Addison-Wesley Microsoft Technology Series)

Addison Wesley, 2003

Many IT professionals have long considered the practice of troubleshooting to be more of an art than a science. However, with the right methodology, anyone can systematically analyze and repair problems affecting an individual computer or an entire network. All it requires is an understanding of the technologies involved, knowledge of the available...

Clustering: A Data Recovery Approach, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)

CRC Press, 2012

Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methodsâK-Means for partitioning and Ward's method for hierarchical clusteringâhave lacked the...

Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics

Springer, 2011

Clustering is an important unsupervised classification technique where a set of patterns, usually vectors in multidimensional space, are grouped into clusters based on some similarity or dissimilarity criteria. In crisp clustering, each pattern is assigned to exactly one cluster, whereas in fuzzy clustering, each pattern is given a...

Computer Vision Metrics: Survey, Taxonomy, and Analysis

Apress, 2014

Computer Vision Metrics provides an extensive survey and analysis of over 100 current and historical feature description and machine vision methods, with a detailed taxonomy for local, regional and global features. This book provides necessary background to develop intuition about why interest point detectors and feature descriptors...

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

John Wiley & Sons, 2011

Now updated—the systematic introductory guide to modern analysis of large data sets

As data sets continue to grow in size and complexity, there has been an inevitable move towards indirect, automatic, and intelligent data analysis in which the analyst works via more complex and sophisticated software tools. This book...

Introduction to Information Retrieval

Cambridge University Press, 2008

Class-tested and coherent, this groundbreaking new textbook teaches web-era information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. Written from a computer science perspective by three leading experts in the field, it gives an up-to-date treatment of all aspects of the design...

Data Warehousing and Knowledge Discovery: 6th International Conference, DaWaK 2004

Springer, 2004

Within the last few years, data warehousing and knowledge discovery technology has established itself as a key technology for enterprises that wish to improve the quality of the results obtained from data analysis, decision support, and the automatic extraction of knowledge from data.

The 6th International Conference on Data...

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