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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 10 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
2017

Journal articles

E. A. Ataman, G. Gürdeniz, F. Savorani, L. Hansen, A. Olsen, A. Tjønneland, L. O. Dragsted and R. Bro

Forecasting Chronic Diseases Using Data Fusion

Journal of Proteome Research 16, no. 7 (2017): 2435-2444.
Status: Published
A. K. Smilde, I. Måge, T. Naes, T. Hankemeier, M. A. Lips, H. A. L. Kiers, E. A. Ataman and R. Bro

Common and distinct components in data fusion

Journal of Chemometrics 31, no. 7 (2017): e2900.
Status: Published

Proceedings, refereed

E. A. Ataman, Y. Levin-Schwartz, V. Calhoun and T. Adali

ACMTF for Fusion of Multi-Modal Neuroimaging Data and Identification of Biomarkers

In EUSIPCO 2017: Proceedings of the 25th European Signal Processing Conference. IEEE, 2017.
Status: Published
E. A. Ataman, Y. Levin-Schwartz, V. D. Calhoun and T. Adal?

Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia

In ISCAS 2017: Proceedings of IEEE International Symposium on Circuits and Systems. IEEE, 2017.
Status: Published