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
4722011
Scalable Tensor Factorizations with Missing Data
E Acar, DM Dunlavy, TG Kolda, M Morup
SIAM Data Mining, 701-712, 2010
472*2010
Unsupervised multiway data analysis: A literature survey
E Acar, B Yener
IEEE transactions on knowledge and data engineering 21 (1), 6-20, 2008
4132008
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
3862011
Multiway analysis of epilepsy tensors
E Acar, C Aykut-Bingol, H Bingol, R Bro, B Yener
Bioinformatics 23 (13), i10-i18, 2007
2562007
A scalable optimization approach for fitting canonical tensor decompositions
E Acar, DM Dunlavy, TG Kolda
Journal of Chemometrics, 2011
2352011
All-at-once optimization for coupled matrix and tensor factorizations
E Acar, TG Kolda, DM Dunlavy
arXiv preprint arXiv:1105.3422, 2011
2032011
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
1672009
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
1452005
Resolving the sign ambiguity in the singular value decomposition
R Bro, E Acar, TG Kolda
Journal of Chemometrics 22 (2), 135-140, 2008
1132008
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
982015
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
802013
Poblano v1. 0: A matlab toolbox for gradient-based optimization
DM Dunlavy, TG Kolda, E Acar
Sandia National Laboratories, Tech. Rep. SAND2010-1422, 2010
772010
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
692006
Structure-revealing data fusion
E Acar, EE Papalexakis, G Gürdeniz, MA Rasmussen, AJ Lawaetz, ...
BMC bioinformatics 15 (1), 239, 2014
572014
Data Fusion in Metabolomics using Coupled Matrix and Tensor Factorizations
E Acar, R Bro, AK Smilde
Proceedings of the IEEE 103, 1602-1620, 2015
562015
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
462008
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
382013
An optimization approach for fitting canonical tensor decompositions
E Acar, TG Kolda, DM Dunlavy
Sandia report, February, 2009
352009
Coupled matrix factorization with sparse factors to identify potential biomarkers in metabolomics
E Acar, G Gurdeniz, MA Rasmussen, D Rago, LO Dragsted, R Bro
Data Mining Workshops (ICDMW), 2012 IEEE 12th International Conference on, 1-8, 2012
342012
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Articles 1–20