Evrim Acar

According to our database, Evrim Acar authored at least 46 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Analyzing postprandial metabolomics data using multiway models: a simulation study.

Lu Li, Shi Yan, Barbara M. Bakker, Huub C. J. Hoefsloot, Bo Chawes, David Horner, Morten A. Rasmussen, Age K. Smilde, Evrim Acar

BMC Bioinform., December, 2024

Modeling Variation in Mobile Download Speed in Presence of Missing Samples.

Mah-Rukh Fida, Marie Roald, Evrim Acar, Ahmed Elmokashfi

IEEE Trans. Mob. Comput., February, 2024

tPARAFAC2: Tracking evolving patterns in (incomplete) temporal data.

Christos Chatzis, Carla Schenker, Max Pfeffer, Evrim Acar

CoRR, 2024

PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints.

Carla Schenker, Xiulin Wang, David Horner, Morten A. Rasmussen, Evrim Acar

CoRR, 2024

2023

Unsupervised EHR-based phenotyping via matrix and tensor decompositions.

Florian Becker, Age K. Smilde, Evrim Acar

WIREs Data. Mining. Knowl. Discov., 2023

A Time-Aware Tensor Decomposition for Tracking Evolving Patterns.

Christos Chatzis, Max Pfeffer, Pedro G. Lind, Evrim Acar

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Parafac2-Based Coupled Matrix and Tensor Factorizations.

Carla Schenker, Xiulin Wang, Evrim Acar

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

An AO-ADMM Approach to Constraining PARAFAC2 on All Modes.

Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar

SIAM J. Math. Data Sci., September, 2022

Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness.

Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar

IEEE Signal Process. Mag., 2022

Exploring dynamic metabolomics data with multiway data analysis: a simulation study.

Lu Li, Huub C. J. Hoefsloot, Albert A. de Graaf, Evrim Acar, Age K. Smilde

BMC Bioinform., 2022

Phenotyping of Cervical Cancer Risk Groups via Generalized Low-Rank Models Using Medical Questionnaires.

Florian Becker, Mari Nygård, Jan Nygård, Age K. Smilde, Evrim Acar

Proceedings of the Nordic Artificial Intelligence Research and Development, 2022

Multi-Task fMRI Data Fusion Using IVA and PARAFAC2.

Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings.

Carla Schenker, Jeremy E. Cohen, Evrim Acar

IEEE J. Sel. Top. Signal Process., 2021

An AO-ADMM approach to constraining PARAFAC2 on all modes.

Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar

CoRR, 2021

PARAFAC2 AO-ADMM: Constraints in all modes.

Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Multi-Linear Population Analysis (MLPA) of LFP Data Using Tensor Decompositions.

Justen Geddes, Gaute T. Einevoll, Evrim Acar, Alexander J. Stasik

Frontiers Appl. Math. Stat., 2020

Tracing Network Evolution Using The Parafac2 Model.

Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization.

Carla Schenker, Jeremy E. Cohen, Evrim Acar

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Cross-product Penalized Component Analysis (XCAN).

José Camacho, Evrim Acar, Morten A. Rasmussen, Rasmus Bro

CoRR, 2019

Multiway Reliability Analysis of Mobile Broadband Networks.

Mah-Rukh Fida, Evrim Acar, Ahmed Elmokashfi

Proceedings of the Internet Measurement Conference, 2019

2017

Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia.

Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers.

Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Tensor Computing for Internet of Things (Dagstuhl Perspectives Workshop 16152).

Evrim Acar, Animashree Anandkumar, Lenore Mullin, Sebnem Rusitschka, Volker Tresp

Dagstuhl Reports, 2016

2015

Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations.

Evrim Acar, Rasmus Bro, Age K. Smilde

Proc. IEEE, 2015

Link prediction in heterogeneous data via generalized coupled tensor factorization.

Beyza Ermis, Evrim Acar, Ali Taylan Cemgil

Data Min. Knowl. Discov., 2015

2014

Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence.

Beyza Ermis, Yusuf Kenan Yilmaz, Ali Taylan Cemgil, Evrim Acar

CoRR, 2014

Structure-Revealing Data Fusion.

Evrim Acar, Evangelos E. Papalexakis, Gozde Gürdeniz, Morten A. Rasmussen, Anders J. Lawaetz, Mathias Nilsson, Rasmus Bro

BMC Bioinform., 2014

Incorporating higher dimensionality in joint decomposition of EEG and fMRI.

Wout Swinnen, Borbála Hunyadi, Evrim Acar, Sabine Van Huffel, Maarten De Vos

Proceedings of the 22nd European Signal Processing Conference, 2014

A flexible modeling framework for coupled matrix and tensor factorizations.

Evrim Acar, Mathias Nilsson, Michael A. Saunders

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Generalized coupled symmetric tensor factorization for link prediction.

Beyza Ermis, Ali Taylan Cemgil, Evrim Acar

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Tensor-based computation and modeling in multi-resolution digital pathology imaging: application to follicular lymphoma grading.

Evrim Acar, Gerard Lozanski, Metin N. Gurcan

Proceedings of the Medical Imaging 2013: Digital Pathology, 2013

Optimal weight learning for Coupled Tensor Factorization with mixed divergences.

Umut Simsekli, Beyza Ermis, A. Taylan Cemgil, Evrim Acar

Proceedings of the 21st European Signal Processing Conference, 2013

Structure-revealing data fusion model with applications in metabolomics.

Evrim Acar, Anders J. Lawaetz, Morten A. Rasmussen, Rasmus Bro

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in Metabolomics.

Evrim Acar, Gozde Gürdeniz, Morten A. Rasmussen, Daniela Rago, Lars O. Dragsted, Rasmus Bro

Int. J. Knowl. Discov. Bioinform., 2012

Link Prediction via Generalized Coupled Tensor Factorisation

Beyza Ermis, Evrim Acar, A. Taylan Cemgil

CoRR, 2012

2011

Temporal Link Prediction Using Matrix and Tensor Factorizations.

Daniel M. Dunlavy, Tamara G. Kolda, Evrim Acar

ACM Trans. Knowl. Discov. Data, 2011

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

Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy

CoRR, 2011

2010

Scalable Tensor Factorizations for Incomplete Data

Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy, Morten Mørup

CoRR, 2010

Scalable Tensor Factorizations with Missing Data.

Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda, Morten Mørup

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

Unsupervised Multiway Data Analysis: A Literature Survey.

Evrim Acar, Bülent Yener

IEEE Trans. Knowl. Data Eng., 2009

Link Prediction on Evolving Data Using Matrix and Tensor Factorizations.

Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda

Proceedings of the ICDM Workshops 2009, 2009

2008

Understanding epilepsy seizure structure using tensor analysis.

Evrim Acar

PhD thesis, 2008

Multiway modeling and analysis in stem cell systems biology.

Bülent Yener, Evrim Acar, Phaedra Agius, Kristin P. Bennett, Scott L. Vandenberg, George E. Plopper

BMC Syst. Biol., 2008

2007

Multiway analysis of epilepsy tensors.

Evrim Acar, Canan Aykut-Bingöl, Haluk Bingol, Rasmus Bro, Bülent Yener

Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

2006

Collective Sampling and Analysis of High Order Tensors for Chatroom Communications.

Evrim Acar, Seyit Ahmet Çamtepe, Bülent Yener

Proceedings of the Intelligence and Security Informatics, 2006

2005

Modeling and Multiway Analysis of Chatroom Tensors.

Evrim Acar, Seyit Ahmet Çamtepe, Mukkai S. Krishnamoorthy, Bülent Yener

Proceedings of the Intelligence and Security Informatics, 2005