Common and distinct components in data fusion

Age K. Smilde , Ingrid Måge , Tormod Naes , Thomas Hankemeier
Journal of Chemometrics 31 ( 7)

79
2017
Chatroom Communication Analysis Using Tensor Decompositions

Evrim Acar Ataman
Rensselaer Polytechnic Institute

2006
Computational analysis of epileptic focus localization

Evrim Acar , Canan A Bingol , Haluk Bingol , Bülent Yener
international conference on biomedical engineering 317 -322

21
2006
Scalable Tensor Factorizations with Missing Data

Daniel M. Dunlavy , Morten Mørup , Tamara G. Kolda , Evrim Acar
siam international conference on data mining 701 -712

89
2010
Optimal weight learning for Coupled Tensor Factorization with mixed divergences

A. Taylan Cemgil , Beyza Ermis , Umut Simsekli , Evrim Acar
european signal processing conference 1 -5

17
2013
A flexible modeling framework for coupled matrix and tensor factorizations

Mathias Nilsson , Michael A. Saunders , Evrim Acar
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European 111 -115

9
2014
24
2012
New exploratory clustering tool

Evrim Acar , Rasmus Bro , Bonnie Schmidt
Journal of Chemometrics 22 ( 1) 91 -100

9
2008
Multiscale entropy analysis of resting-state magnetoencephalogram with tensor factorisations in Alzheimer's disease

Javier Escudero , Evrim Acar , Alberto Fernández , Rasmus Bro
Brain Research Bulletin 119 136 -144

44
2015
Cross-product penalized component analysis (X-CAN)

Jose Camacho , Evrim Acar , Morten A. Rasmussen , Rasmus Bro
Chemometrics and Intelligent Laboratory Systems 203 104038

1
2020
Scalable tensor factorizations for incomplete data

Evrim Acar , Daniel M. Dunlavy , Tamara G. Kolda , Morten Mørup
Chemometrics and Intelligent Laboratory Systems 106 ( 1) 41 -56

740
2011
Understanding data fusion within the framework of coupled matrix and tensor factorizations

Evrim Acar , Morten Arendt Rasmussen , Francesco Savorani , Tormod Næs
Chemometrics and Intelligent Laboratory Systems 129 53 -63

77
2013
Multi-Linear Population Analysis (MLPA) of LFP Data Using Tensor Decompositions

Justen Geddes , Gaute T. Einevoll , Evrim Acar , Alexander J. Stasik
Frontiers in Applied Mathematics and Statistics 6

2020
Link Prediction on Evolving Data Using Matrix and Tensor Factorizations

Evrim Acar , Daniel M. Dunlavy , Tamara G. Kolda
international conference on data mining 262 -269

2009
Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data

Evrim Acar , Carla Schenker , Yuri Levin-Schwartz , Vince D. Calhoun
Frontiers in Neuroscience 13 416

11
2019
Modeling and Multiway Analysis of Chatroom Tensors

Evrim Acar , Seyit A. Çamtepe , Mukkai S. Krishnamoorthy , Bülent Yener
Intelligence and Security Informatics 256 -268

121
2005
The Molecular Fingerprint of Fluorescent Natural Organic Matter Offers Insight into Biogeochemical Sources and Diagenetic State

Urban J. Wünsch , Evrim Acar , Boris P. Koch , Kathleen R. Murphy
Analytical Chemistry 90 ( 24) 14188 -14197

37
2018