Clustering High--Dimensional Data - First International Workshop, CHDD 2012, Naples, Italy, May 15, 2012, Revised Selected Papers

This book constitutes the proceedings of the International Workshop on Clustering High-Dimensional Data, CHDD 2012, held in Naples, Italy, in May 2012.
The 9 papers presented in this volume were carefully reviewed and selected from 15 submissions. They deal with the general subject and issues of high-dimensional data clustering; present examples of techniques used to find and investigate clusters in high dimensionality; and the most common approach to tackle dimensionality problems, namely, dimensionality reduction and its application in clustering.

Summary

This book constitutes the proceedings of the International Workshop on Clustering High-Dimensional Data, CHDD 2012, held in Naples, Italy, in May 2012.
The 9 papers presented in this volume were carefully reviewed and selected from 15 submissions. They deal with the general subject and issues of high-dimensional data clustering; present examples of techniques used to find and investigate clusters in high dimensionality; and the most common approach to tackle dimensionality problems, namely, dimensionality reduction and its application in clustering. 

Product details

• Assisted by: Francesco Masulli (Editor), Alfred Petrosino (Editor), Alfredo Petrosino (Editor), Stefano Rovetta (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2015
• EAN: 9783662485767
• ISBN: 978-3-662-48576-7
• No. of pages: 149
• Dimensions: 159 mm x 10 mm x 237 mm
• Weight: 254 g
• Illustrations: IX, 149 p. 41 illus. in color.
• Series: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI; Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT