Evrim Acar
TitleCited byYear
Scalable tensor factorizations for incomplete data
E Acar, DM Dunlavy, TG Kolda, M Mørup
Chemometrics and Intelligent Laboratory Systems 106 (1), 41-56, 2011
4862011
Scalable Tensor Factorizations with Missing Data
E Acar, DM Dunlavy, TG Kolda, M Morup
SIAM Data Mining, 701-712, 2010
486*2010
Unsupervised multiway data analysis: A literature survey
E Acar, B Yener
IEEE transactions on knowledge and data engineering 21 (1), 6-20, 2008
4172008
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
3932011
Multiway analysis of epilepsy tensors
E Acar, C Aykut-Bingol, H Bingol, R Bro, B Yener
Bioinformatics 23 (13), i10-i18, 2007
2602007
A scalable optimization approach for fitting canonical tensor decompositions
E Acar, DM Dunlavy, TG Kolda
Journal of Chemometrics, 2011
2422011
All-at-once optimization for coupled matrix and tensor factorizations
E Acar, TG Kolda, DM Dunlavy
arXiv preprint arXiv:1105.3422, 2011
2082011
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
1692009
Modeling and multiway analysis of chatroom tensors
E Acar, SA Çamtepe, MS Krishnamoorthy, B Yener
International Conference on Intelligence and Security Informatics, 256-268, 2005
1482005
Resolving the sign ambiguity in the singular value decomposition
R Bro, E Acar, TG Kolda
Journal of Chemometrics 22 (2), 135-140, 2008
1152008
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
1002015
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
822013
Poblano v1. 0: A matlab toolbox for gradient-based optimization
DM Dunlavy, TG Kolda, E Acar
Sandia National Laboratories, Tech. Rep. SAND2010-1422, 2010
802010
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
702006
Structure-revealing data fusion
E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ...
BMC bioinformatics 15 (1), 239, 2014
602014
Data Fusion in Metabolomics using Coupled Matrix and Tensor Factorizations
E Acar, R Bro, AK Smilde
Proceedings of the IEEE 103, 1602-1620, 2015
592015
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), 63, 2008
452008
Structure-revealing data fusion model with applications in metabolomics
E Acar, AJ Lawaetz, MA Rasmussen, R Bro
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
392013
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
352016
An optimization approach for fitting canonical tensor decompositions
E Acar, TG Kolda, DM Dunlavy
Sandia report, February, 2009
352009
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Articles 1–20