TY - JOUR
TI - Discovering the whole by the coarse: A topological paradigm for data analysis
AU - Krim, H.
AU - Gentimis, T.
AU - Chintakunta, H.
JO - IEEE Signal Processing Magazine
PY - 2016
VL - 33
TODO - 2
SP - 95-104
PB - Institute of Electrical and Electronics Engineers, Inc. (IEEE)
SN - 1053-5888, 1558-0792
TODO - 10.1109/MSP.2015.2510703
TODO - Graphic methods, Big data applications;  Graph-based models, Big data
TODO - 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 geometric insight as well as algebraic flexibility. © 2016 IEEE.
ER -