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
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
age smildeprofessor of biosystems data analysisVerified email at uva.nl
Seyit A. CamtepePrincipal Research Scientist / CSIRO Data61Verified email at ieee.org
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyVerified email at umbc.edu
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
Mathias NilssonUniversity of ManchesterVerified email at manchester.ac.uk

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	607	2011
Scalable Tensor Factorizations with Missing Data E Acar, DM Dunlavy, TG Kolda, M Morup SIAM Data Mining, 701-712, 2010	607*	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	505	2011
Unsupervised multiway data analysis: A literature survey E Acar, B Yener IEEE transactions on knowledge and data engineering 21 (1), 6-20, 2008	481	2008
Multiway analysis of epilepsy tensors E Acar, C Aykut-Bingol, H Bingol, R Bro, B Yener Bioinformatics 23 (13), i10-i18, 2007	307	2007
A scalable optimization approach for fitting canonical tensor decompositions E Acar, DM Dunlavy, TG Kolda Journal of Chemometrics, 2011	298	2011
All-at-once optimization for coupled matrix and tensor factorizations E Acar, TG Kolda, DM Dunlavy arXiv preprint arXiv:1105.3422, 2011	257	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	196	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	169	2005
Resolving the sign ambiguity in the singular value decomposition R Bro, E Acar, TG Kolda Journal of Chemometrics 22 (2), 135-140, 2008	152	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	121	2015
Poblano v1. 0: A matlab toolbox for gradient-based optimization DM Dunlavy, TG Kolda, E Acar Sandia National Laboratories, Tech. Rep. SAND2010-1422, 2010	94	2010
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	93	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	88	2015
Structure-revealing data fusion E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ... BMC bioinformatics 15 (1), 1-17, 2014	81	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	79	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	61	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	52	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	50	2008
Structure-revealing data fusion model with applications in metabolomics. E Acar, AJ Lawaetz, MA Rasmussen, R Bro EMBC, 6023-6026, 2013	43	2013

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