Concepedia

Evrim Acar

EA

42

Publications

3.7K

Citations

27

H-Index

2006

Active since

Affiliations

University of Copenhagen(Current)

Simula Metropolitan Center for Digital Engineering

Rensselaer Polytechnic Institute

Boğaziçi University

University of Maryland, Baltimore County

Evrim Acar is an author at University of Copenhagen specializing in engineering, data science, and data mining.

Top concepts

EngineeringData ScienceData MiningKnowledge DiscoveryComputer ScienceMachine LearningMedicineStatisticsComputational BiologyNeuroimaging

Publications per year

2006–2022

42

Publications

42

Scalable tensor factorizations for incomplete data

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda et al. · Chemometrics and Intelligent Laboratory Systems · 2010 · 623 citations · Full text

Engineering, Machine Learning, Data Science +7

Unsupervised Multiway Data Analysis: A Literature Survey

Evrim Acar, Bülent Yener · IEEE Transactions on Knowledge and Data Engineering · 2008 · 444 citations

Engineering, Machine Learning, Data Science +15

A scalable optimization approach for fitting canonical tensor decompositions

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda · Journal of Chemometrics · 2011 · 301 citations

Low-rank Approximation, Sparse Representation, Engineering +13

Multiway analysis of epilepsy tensors

Evrim Acar, Canan Aykut Bingöl, Haluk O. Bingol et al. · Bioinformatics · 2007 · 278 citations · Full text

All-at-once Optimization for Coupled Matrix and Tensor Factorizations

Evrim Acar, Tamara G. Kolda, Daniel Dunlavy · arXiv (Cornell University) · 2011 · 245 citations · Full text

Engineering, Machine Learning, Text Mining +17

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