Title
Discovering the Whole by the Coarse: A topological paradigm for data analysis.
Abstract
The increasing interest in big data applications is ushering in a large effort in seeking new, efficient, and adapted data models to reduce complexity, while preserving maximal intrinsic information. Graph-based models have recently been getting a lot of attention on account of their intuitive and direct connection to the data [43]. The cost of these models, however, is to some extent giving up ge...
Year
DOI
Venue
2016
10.1109/MSP.2015.2510703
IEEE Signal Processing Magazine
Keywords
Field
DocType
Topology,Three-dimensional displays,Data analysis,Big data,Time series analysis,Delays
Graph,Data modeling,Algebraic number,Computer science,Logical data model,Theoretical computer science,Data model,Big data,Instrumental and intrinsic value
Journal
Volume
Issue
ISSN
33
2
1053-5888
Citations 
PageRank 
References 
4
0.43
25
Authors
3
Name
Order
Citations
PageRank
Hamid Krim152059.69
Thanos Gentimis2262.90
Harish Chintakunta3366.05