Evrim Acar

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Daniel M. DunlavySandia National LaboratoriesVerified email at sandia.gov
Tamara G. KoldaMathSci.ai (independent consulting)Verified email at mathsci.ai
Rasmus BroProfessor in chemometrics, University of CopenhagenVerified email at food.ku.dk
Bülent YenerProfessor of Computer Science, Director of Data Science Research Center RPIVerified email at cs.rpi.edu
Morten Arendt RasmussenUniversity of Copenhagen, Dept Food Science and COPSACVerified email at dbac.dk
age smildeprofessor of biosystems data analysisVerified email at uva.nl
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyVerified email at umbc.edu
Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)Verified email at gsu.edu
Gozde GurdenizVerified email at life.ku.dk
Morten MørupSection for Cognitive Systems, Technical University of DenmarkVerified email at dtu.dk
Canan Aykut BingolProfessor of Neurology, Yeditepe UniversityVerified email at yeditepe.edu.tr
Lars Ove DragstedProfessor in Biomedicine and nutrigenomics, University of CopenhagenVerified email at nexs.ku.dk
Carla SchenkerSimula Metropolitan Center for Digital EngineeringVerified email at simula.no
Ali Taylan CemgilResearch Scientist, DeepMind UKVerified email at google.com
Beyza ErmişCohere for AIVerified email at cohere.com
Haluk (O.) BingolProfessor of Faculty of Computer Information Sciences, Yeditepe UniversityVerified email at yeditepe.edu.tr
Francesco SavoraniAssoc. prof. Polytechnic of TurinVerified email at polito.it
Seyit A. CamtepeCSIRO Data61Verified email at ieee.org
Yuri Levin-SchwartzPostdoctoral Researcher, Icahn School of Medicine at Mount SinaiVerified email at mssm.edu
Marie RoaldSimula Metropolitan Center for Digital EngineeringVerified email at simula.no

Evrim Acar

Simula Research Lab

Verified email at simula.no - Homepage

Data mining tensor decompositions multimodal data mining


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Scalable tensor factorizations for incomplete data E Acar, DM Dunlavy, TG Kolda, M Mørup Chemometrics and Intelligent Laboratory Systems 106 (1), 41-56, 2011	865	2011
Scalable Tensor Factorizations with Missing Data E Acar, DM Dunlavy, TG Kolda, M Morup SIAM Data Mining, 701-712, 2010	848*	2010
Temporal link prediction using matrix and tensor factorizations DM Dunlavy, TG Kolda, E Acar ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 10, 2011	674	2011
Unsupervised multiway data analysis: A literature survey E Acar, B Yener IEEE transactions on knowledge and data engineering 21 (1), 6-20, 2008	574	2008
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of Chemometrics, 2011	372	2011
All-at-once optimization for coupled matrix and tensor factorizations E Acar, TG Kolda, DM Dunlavy arXiv preprint arXiv:1105.3422, 2011	369	2011
Multiway analysis of epilepsy tensors E Acar, C Aykut-Bingol, H Bingol, R Bro, B Yener Bioinformatics 23 (13), i10-i18, 2007	360	2007
Link prediction on evolving data using matrix and tensor factorizations E Acar, DM Dunlavy, TG Kolda 2009 IEEE International conference on data mining workshops, 262-269, 2009	239	2009
Resolving the sign ambiguity in the singular value decomposition R Bro, E Acar, TG Kolda Journal of Chemometrics 22 (2), 135-140, 2008	225	2008
Modeling and multiway analysis of chatroom tensors E Acar, SA Camtepe, MS Krishnamoorthy, B Yener Intelligence and Security Informatics: IEEE International Conference on …, 2005	195	2005
Link prediction in heterogeneous data via generalized coupled tensor factorization B Ermiş, E Acar, AT Cemgil Data Mining and Knowledge Discovery 29, 203-236, 2015	164	2015
Data Fusion in Metabolomics using Coupled Matrix and Tensor Factorizations E Acar, R Bro, AK Smilde Proceedings of the IEEE 103, 1602-1620, 2015	149	2015
Structure-revealing data fusion E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ... BMC bioinformatics 15, 1-17, 2014	142	2014
Understanding data fusion within the framework of coupled matrix and tensor factorizations E Acar, MA Rasmussen, F Savorani, T Næs, R Bro Chemometrics and Intelligent Laboratory Systems 129, 53-63, 2013	134	2013
Poblano v1. 0: a Matlab toolbox for gradient-based optimization. DM Dunlavy, E Acar, TG Kolda Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA …, 2010	109	2010
Common and distinct components in data fusion AK Smilde, I Måge, T Naes, T Hankemeier, MA Lips, HAL Kiers, E Acar, ... Journal of Chemometrics 31 (7), e2900, 2017	101	2017
Collective sampling and analysis of high order tensors for chatroom communications E Acar, SA Camtepe, B Yener Intelligence and Security Informatics: IEEE International Conference on …, 2006	93	2006
New Nordic diet versus average Danish diet: a randomized controlled trial revealed healthy long-term effects of the new Nordic diet by GC–MS blood plasma metabolomics B Khakimov, SK Poulsen, F Savorani, E Acar, G Gürdeniz, TM Larsen, ... Journal of proteome research 15 (6), 1939-1954, 2016	74	2016
Multiway modeling and analysis in stem cell systems biology B Yener, E Acar, P Aguis, K Bennett, SL Vandenberg, GE Plopper BMC systems biology 2, 1-17, 2008	57	2008
The molecular fingerprint of fluorescent natural organic matter offers insight into biogeochemical sources and diagenetic state UJ Wünsch, E Acar, BP Koch, KR Murphy, P Schmitt-Kopplin, ... Analytical chemistry 90 (24), 14188-14197, 2018	54	2018

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