Inova Health System

most citedSUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping

2 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

A. Herr1 · h 35
A. Naba1 · h 37
C. Defilippi1 · h 1
Christine Vogel1
C. Vogel1 · h 39
David R. Walt1
D. Walt1 · h 72
E. Lundberg1 · h 51
E. Papalexakis1 · h 40
G. Nolan1 · h 102
H. Park1 · h 1
Ioakeim Perros1 · h 11

collaborating institutions

Brigham Young UniversityUS1 paper
Cedars-Sinai Medical CenterUS1 paper
Georgia Institute of TechnologyUS1 paper
Harvard UniversityUS1 paper
Harvard University PressUS1 paper
Icahn School of Medicine at Mount SinaiUS1 paper
KTH Royal Institute of TechnologySE1 paper
Medical University of South CarolinaUS1 paper
National Institutes of HealthUS1 paper
New York UniversityUS1 paper
Pacific Northwest National LaboratoryUS1 paper
Stanford UniversityUS1 paper

Showing cs.LGShow all

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cs.LG2018★ 2 cited

SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping

Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park +5

This paper presents a new method, which we call SUSTain, that extends real-valued matrix and tensor factorizations to data where values are integers. Such data are common when the…