Evrim Acar

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Cervical Cancer

Symmetric Positive Definite

Tensor Factorization

Top Venues

Publications

Christos Chatzis, Carla Schenker, Max Pfeffer, Evrim Acar
tPARAFAC2: Tracking evolving patterns in (incomplete) temporal data. CoRR (2024)
Carla Schenker, Xiulin Wang, David Horner, Morten A. Rasmussen, Evrim Acar
PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints. CoRR (2024)
Mah-Rukh Fida, Marie Roald, Evrim Acar, Ahmed Elmokashfi
Modeling Variation in Mobile Download Speed in Presence of Missing Samples. IEEE Trans. Mob. Comput. 23 (2) (2024)
Lu Li, Shi Yan, Barbara M. Bakker, Huub C. J. Hoefsloot, Bo Chawes, David Horner, Morten A. Rasmussen, Age K. Smilde, Evrim Acar
Analyzing postprandial metabolomics data using multiway models: a simulation study. BMC Bioinform. 25 (1) (2024)
Christos Chatzis, Max Pfeffer, Pedro G. Lind, Evrim Acar
A Time-aware tensor decomposition for tracking evolving patterns. CoRR (2023)
Florian Becker, Age K. Smilde, Evrim Acar
Unsupervised EHR-based phenotyping via matrix and tensor decompositions. WIREs Data. Mining. Knowl. Discov. 13 (4) (2023)
Christos Chatzis, Max Pfeffer, Pedro G. Lind, Evrim Acar
A Time-Aware Tensor Decomposition for Tracking Evolving Patterns. MLSP (2023)
Carla Schenker, Xiulin Wang, Evrim Acar
Parafac2-Based Coupled Matrix and Tensor Factorizations. ICASSP (2023)
Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali
Multi-Task fMRI Data Fusion Using IVA and PARAFAC2. ICASSP (2022)
Tülay Adali, Furkan Kantar, Mohammad Abu Baker Siddique Akhonda, Stephen C. Strother, Vince D. Calhoun, Evrim Acar
Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness. IEEE Signal Process. Mag. 39 (4) (2022)
Marie Roald, Carla Schenker, Vince D. Calhoun, Tülay Adali, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM Approach to Constraining PARAFAC2 on All Modes. SIAM J. Math. Data Sci. 4 (3) (2022)
Lu Li, Huub C. J. Hoefsloot, Albert A. de Graaf, Evrim Acar, Age K. Smilde
Exploring dynamic metabolomics data with multiway data analysis: a simulation study. BMC Bioinform. 23 (1) (2022)
Carla Schenker, Xiulin Wang, Evrim Acar
PARAFAC2-based Coupled Matrix and Tensor Factorizations. CoRR (2022)
Florian Becker, Mari Nygård, Jan Nygård, Age K. Smilde, Evrim Acar
Phenotyping of Cervical Cancer Risk Groups via Generalized Low-Rank Models Using Medical Questionnaires. NAIS (2022)
Florian Becker, Age K. Smilde, Evrim Acar
Unsupervised EHR-based Phenotyping via Matrix and Tensor Decompositions. CoRR (2022)
Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
PARAFAC2 AO-ADMM: Constraints in all modes. CoRR (2021)
Marie Roald, Carla Schenker, Jeremy E. Cohen, Evrim Acar
PARAFAC2 AO-ADMM: Constraints in all modes. EUSIPCO (2021)
Marie Roald, Carla Schenker, Rasmus Bro, Jeremy E. Cohen, Evrim Acar
An AO-ADMM approach to constraining PARAFAC2 on all modes. CoRR (2021)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations With Linear Couplings. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar
Tracing Network Evolution Using The Parafac2 Model. ICASSP (2020)
Justen Geddes, Gaute T. Einevoll, Evrim Acar, Alexander J. Stasik
Multi-Linear Population Analysis (MLPA) of LFP Data Using Tensor Decompositions. Frontiers Appl. Math. Stat. 6 (2020)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings. CoRR (2020)
Carla Schenker, Jeremy E. Cohen, Evrim Acar
An Optimization Framework for Regularized Linearly Coupled Matrix-Tensor Factorization. EUSIPCO (2020)
José Camacho, Evrim Acar, Morten A. Rasmussen, Rasmus Bro
Cross-product Penalized Component Analysis (XCAN). CoRR (2019)
Mah-Rukh Fida, Evrim Acar, Ahmed Elmokashfi
Multiway Reliability Analysis of Mobile Broadband Networks. Internet Measurement Conference (2019)
Marie Roald, Suchita Bhinge, Chunying Jia, Vince D. Calhoun, Tülay Adali, Evrim Acar
Tracing Network Evolution Using the PARAFAC2 Model. CoRR (2019)
Evrim Acar, Animashree Anandkumar, Lenore Mullin, Sebnem Rusitschka, Volker Tresp
Tensor Computing for Internet of Things (Dagstuhl Perspectives Workshop 16152). Dagstuhl Manifestos 7 (1) (2018)
Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers. EUSIPCO (2017)
Evrim Acar, Yuri Levin-Schwartz, Vince D. Calhoun, Tülay Adali
Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia. ISCAS (2017)
Evrim Acar, Animashree Anandkumar, Lenore Mullin, Sebnem Rusitschka, Volker Tresp
Tensor Computing for Internet of Things (Dagstuhl Perspectives Workshop 16152). Dagstuhl Reports 6 (4) (2016)
Evrim Acar, Rasmus Bro, Age K. Smilde
Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations. Proc. IEEE 103 (9) (2015)
Beyza Ermis, Evrim Acar, Ali Taylan Cemgil
Link prediction in heterogeneous data via generalized coupled tensor factorization. Data Min. Knowl. Discov. 29 (1) (2015)
Beyza Ermis, Yusuf Kenan Yilmaz, Ali Taylan Cemgil, Evrim Acar
Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence. CoRR (2014)
Evrim Acar, Evangelos E. Papalexakis, Gozde Gürdeniz, Morten A. Rasmussen, Anders J. Lawaetz, Mathias Nilsson, Rasmus Bro
Structure-Revealing Data Fusion. BMC Bioinform. 15 (2014)
Wout Swinnen, Borbála Hunyadi, Evrim Acar, Sabine Van Huffel, Maarten De Vos
Incorporating higher dimensionality in joint decomposition of EEG and fMRI. EUSIPCO (2014)
Evrim Acar, Mathias Nilsson, Michael A. Saunders
A flexible modeling framework for coupled matrix and tensor factorizations. EUSIPCO (2014)
Evrim Acar, Gerard Lozanski, Metin N. Gurcan
Tensor-based computation and modeling in multi-resolution digital pathology imaging: application to follicular lymphoma grading. Medical Imaging: Digital Pathology (2013)
Umut Simsekli, Beyza Ermis, A. Taylan Cemgil, Evrim Acar
Optimal weight learning for Coupled Tensor Factorization with mixed divergences. EUSIPCO (2013)
Beyza Ermis, Ali Taylan Cemgil, Evrim Acar
Generalized coupled symmetric tensor factorization for link prediction. SIU (2013)
Evrim Acar, Anders J. Lawaetz, Morten A. Rasmussen, Rasmus Bro
Structure-revealing data fusion model with applications in metabolomics. EMBC (2013)
Beyza Ermis, Evrim Acar, A. Taylan Cemgil
Link Prediction via Generalized Coupled Tensor Factorisation CoRR (2012)
Evrim Acar, Gozde Gürdeniz, Morten A. Rasmussen, Daniela Rago, Lars O. Dragsted, Rasmus Bro
Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in Metabolomics. Int. J. Knowl. Discov. Bioinform. 3 (3) (2012)
Evrim Acar, Gozde Gürdeniz, Morten A. Rasmussen, Daniela Rago, Lars O. Dragsted, Rasmus Bro
Coupled Matrix Factorization with Sparse Factors to Identify Potential Biomarkers in Metabolomics. ICDM Workshops (2012)
Daniel M. Dunlavy, Tamara G. Kolda, Evrim Acar
Temporal Link Prediction Using Matrix and Tensor Factorizations. ACM Trans. Knowl. Discov. Data 5 (2) (2011)
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy
All-at-once Optimization for Coupled Matrix and Tensor Factorizations CoRR (2011)
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy, Morten Mørup
Scalable Tensor Factorizations for Incomplete Data CoRR (2010)
Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda, Morten Mørup
Scalable Tensor Factorizations with Missing Data. SDM (2010)
Daniel M. Dunlavy, Tamara G. Kolda, Evrim Acar
Temporal Link Prediction using Matrix and Tensor Factorizations CoRR (2010)
Evrim Acar, Bülent Yener
Unsupervised Multiway Data Analysis: A Literature Survey. IEEE Trans. Knowl. Data Eng. 21 (1) (2009)
Evrim Acar, Daniel M. Dunlavy, Tamara G. Kolda
Link Prediction on Evolving Data Using Matrix and Tensor Factorizations. ICDM Workshops (2009)
Bülent Yener, Evrim Acar, Phaedra Agius, Kristin P. Bennett, Scott L. Vandenberg, George E. Plopper
Multiway modeling and analysis in stem cell systems biology. BMC Syst. Biol. 2 (2008)
Evrim Acar, Canan Aykut-Bingöl, Haluk Bingol, Rasmus Bro, Bülent Yener
Multiway analysis of epilepsy tensors. ISMB/ECCB (Supplement of Bioinformatics) (2007)
Evrim Acar, Seyit Ahmet Çamtepe, Bülent Yener
Collective Sampling and Analysis of High Order Tensors for Chatroom Communications. ISI (2006)
Evrim Acar, Seyit Ahmet Çamtepe, Mukkai S. Krishnamoorthy, Bülent Yener
Modeling and Multiway Analysis of Chatroom Tensors. ISI (2005)