Data Mining and Knowledge Discovery for Big Data: Methodologies, Challenge and Opportunities

Book Overview

Aspect and Entity Extraction for Opinion Mining.- Mining Periodicity from Dynamic and Incomplete Spatiotemporal Data.- Spatio-Temporal Data Mining for Climate Data: Advances, Challenges.- Mining Discriminative Subgraph Patterns from Structural Data.- Path Knowledge Discovery: Multilevel Text Mining as a Methodology for Phenomics.- InfoSearch: A Social Search Engine.- Social Media in Disaster Relief: Usage Patterns, Data Mining Tools, and Current Research Directions.- A Generalized Approach for Social Network Integration and Analysis with Privacy Preservation.- A Clustering Approach to Constrained Binary Matrix Factorization.

• Format: Paperback
• Language: English
• ISBN: 3662509458
• ISBN13: 9783662509456
• Release Date: August 2016
• Publisher: Springer
• Length: 311 Pages
• Weight: 1.00 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"