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
Gozde GurdenizVerified email at life.ku.dk
Ali Taylan CemgilResearch Scientist, DeepMind UKVerified email at google.com
Beyza ErmişAmazon ResearchVerified email at boun.edu.tr
Haluk (O.) BingolProfessor of Computer Engineering, Bogazici UniversityVerified email at boun.edu.tr
Canan Aykut BingolProfessor of Neurology, Yeditepe UniversityVerified email at yeditepe.edu.tr
Morten MørupSection for Cognitive Systems, Technical University of DenmarkVerified email at dtu.dk
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
Lars Ove DragstedProfessor in Biomedicine and nutrigenomics, University of CopenhagenVerified email at nexs.ku.dk
Francesco SavoraniAssoc. prof. Polytechnic of TurinVerified email at polito.it
Seyit A. CamtepePrincipal Research Scientist / CSIRO Data61Verified email at ieee.org
age smildeprofessor of biosystems data analysisVerified email at uva.nl
Yuri Levin-SchwartzPostdoctoral Researcher, Icahn School of Medicine at Mount SinaiVerified email at mssm.edu
Tormod NaesProfessor på NofimaVerified email at nofima.no
Evangelos E. PapalexakisAssociate Professor, University of California RiversideVerified email at cs.ucr.edu

Evrim Acar

Simula Research Lab

Verified email at simula.no - Homepage

Data mining tensor and matrix factorizations


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Scalable tensor factorizations for incomplete data E Acar, DM Dunlavy, TG Kolda, M Mørup Chemometrics and Intelligent Laboratory Systems 106 (1), 41-56, 2011	677	2011
Scalable Tensor Factorizations with Missing Data E Acar, DM Dunlavy, TG Kolda, M Morup SIAM Data Mining, 701-712, 2010	677*	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	548	2011
Unsupervised multiway data analysis: A literature survey E Acar, B Yener IEEE transactions on knowledge and data engineering 21 (1), 6-20, 2008	513	2008
Multiway analysis of epilepsy tensors E Acar, C Aykut-Bingol, H Bingol, R Bro, B Yener Bioinformatics 23 (13), i10-i18, 2007	326	2007
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of Chemometrics, 2011	318	2011
All-at-once optimization for coupled matrix and tensor factorizations E Acar, TG Kolda, DM Dunlavy arXiv preprint arXiv:1105.3422, 2011	286	2011
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	207	2009
Modeling and multiway analysis of chatroom tensors E Acar, SA Camtepe, MS Krishnamoorthy, B Yener International Conference on Intelligence and Security Informatics, 256-268, 2005	180	2005
Resolving the sign ambiguity in the singular value decomposition R Bro, E Acar, TG Kolda Journal of Chemometrics 22 (2), 135-140, 2008	173	2008
Link prediction in heterogeneous data via generalized coupled tensor factorization B Ermiş, E Acar, AT Cemgil Data Mining and Knowledge Discovery 29 (1), 203-236, 2015	134	2015
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	100	2013
Data Fusion in Metabolomics using Coupled Matrix and Tensor Factorizations E Acar, R Bro, AK Smilde Proceedings of the IEEE 103, 1602-1620, 2015	99	2015
Poblano v1. 0: a Matlab toolbox for gradient-based optimization. DM Dunlavy, E Acar, TG Kolda Sandia National Laboratories, 2010	98	2010
Structure-revealing data fusion E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ... BMC bioinformatics 15 (1), 1-17, 2014	93	2014
Collective sampling and analysis of high order tensors for chatroom communications E Acar, SA Camtepe, B Yener International Conference on Intelligence and Security Informatics, 213-224, 2006	88	2006
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	72	2017
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	57	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), 1-17, 2008	53	2008
Structure-revealing data fusion model with applications in metabolomics. E Acar, AJ Lawaetz, MA Rasmussen, R Bro EMBC, 6023-6026, 2013	44	2013

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