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Most recent publications

C. Schenker, J. E. Cohen and E. A. Ataman

An Optimization Framework for RegularizedLinearly Coupled Matrix-Tensor Factorization

In European Signal Processing Conference (EUSIPCO). EURASIP, 2020.
Proceedings, refereed
2020
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J. Geddes, G. T. Einevoll, E. A. Ataman and A. J. Stasik

Multi-Linear Population Analysis (MLPA) of LFP Data Using Tensor Decompositions

Frontiers in Applied Mathematics and Statistics 6 (2020).
Journal Article
2020
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J. Camacho, E. A. Ataman, M. A. Rasmussen and R. Bro

Cross-product penalized component analysis (X-CAN)

Chemometrics and Intelligent Laboratory Systems 203 (2020): 104038.
Journal Article
2020
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G. Tomasi, E. A. Ataman and R. Bro

Multilinear Models, Iterative Methods☆

In Reference Module in Chemistry, Molecular Sciences and Chemical Engineering. Elsevier, 2020.
Book Chapter
2020
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News

29 May 2019
People

Four projects receive funding from IKT pluss

Appointments

Associate Editor
IEEE Transactions on Signal Processing
October 2019
Associate Editor
SIAM Journal on Matrix Analysis and Applications
January 2019
Program Committee Member
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD)
January 2018
Program Committee Member
European Signal Processing Conference (EUSIPCO)
January 2018

Awards

Sapere Aude Young Elite Researcher
The Danish Council for Independent Research
February 2012

Students under supervision

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Export 13 results:
2020

Journal articles

J. Camacho, E. A. Ataman, M. A. Rasmussen and R. Bro

Cross-product penalized component analysis (X-CAN)

Chemometrics and Intelligent Laboratory Systems 203 (2020): 104038.
Status: Published
J. Geddes, G. T. Einevoll, E. A. Ataman and A. J. Stasik

Multi-Linear Population Analysis (MLPA) of LFP Data Using Tensor Decompositions

Frontiers in Applied Mathematics and Statistics 6 (2020).
Status: Published

Proceedings, refereed

M. Roald, S. Bhinge, C. Jia, V. Calhoun, T. Adali and E. A. Ataman

Tracing Network Evolution Using The Parafac2 Model

In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Barcelona, Spain: IEEE, 2020.
Status: Published
C. Schenker, J. E. Cohen and E. A. Ataman

An Optimization Framework for RegularizedLinearly Coupled Matrix-Tensor Factorization

In European Signal Processing Conference (EUSIPCO). EURASIP, 2020.
Status: Published

Book chapters

G. Tomasi, E. A. Ataman and R. Bro

Multilinear Models, Iterative Methods☆

In Reference Module in Chemistry, Molecular Sciences and Chemical Engineering. Elsevier, 2020.
Status: Published

Talks, invited

E. A. Ataman

Multi Modal Data Mining using Coupled Matrix/Tensor Factorizations

In Tufts University - TRIPODS Seminar (virtual), 2020.
Status: Published
2019

Journal articles

E. A. Ataman, G. Gurdeniz, B. Khakimov, F. Savorani, S. K. Korndal, T. M. Larsen, S. B. Engelsen, A. Astrup and L. O. Dragsted

Biomarkers of individual foods, and separation of diets using untargeted LC-MS based plasma metabolomics in a randomized controlled trial

Molecular Nutrition & Food Research 63 (2019): 1-10.
Status: Published
E. A. Ataman, C. Schenker, Y. Levin-Schwartz, V. D. Calhoun and T. Adali

Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data

Frontiers in Neuroscience 13 (2019).
Status: Published

Proceedings, refereed

M. Fida, E. A. Ataman and A. Elmokashfi

Multiway Reliability Analysis of Mobile Broadband Networks

In the Internet Measurement ConferenceProceedings of the Internet Measurement Conference on - IMC '19. New York, NY, USA: ACM Press, 2019.
Status: Published

Talks, invited

E. A. Ataman

Unraveling Biomarkers through Multi-Modal Data Fusion

In IEEE ISMICT (International Symposium on Medical Information and Communication Technology), Oslo, Norway, 2019.
Status: Published