Data mining and knowledge discovery for big data :
[Book]
methodoligies, challenge and opportunities
editor Wesley W. Chu.
Heidelberg
Springer-Verlag
2014
x, 303, [1] s. : il. ; 23 cm.
Studies in Big Data, 1.
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.