Selin Aviyente

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 66

Top Venues

Publications

Mert Indibi, Selin Aviyente
Spatiotemporal Group Anomaly Detection via Graph Total Variation on Tensors. ICASSP (2024)
H. Yang, Meiby Ortiz-Bouza, T. Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tülay Adali
Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. ICASSP (2024)
Abdullah Karaaslanli, Selin Aviyente
Multiview Graph Learning with Consensus Graph. CoRR (2024)
Meiby Ortiz-Bouza, Selin Aviyente
Community Detection in Multiplex Networks Based on Orthogonal Nonnegative Matrix Tri-Factorization. IEEE Access 12 (2024)
Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente
Kernelized multiview signed graph learning for single-cell RNA sequencing data. BMC Bioinform. 24 (1) (2023)
Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente
Multiple Signed Graph Learning for Gene Regulatory Network Inference. ICASSP (2023)
Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. IEEE Signal Process. Mag. 40 (4) (2023)
Brooke Osterkamp, Meiby Ortiz-Bouza, Selin Aviyente
Variability of Functional Connectomes Through Community Structure. ICASSP Workshops (2023)
Silpa Babu, Selin Aviyente, Namrata Vaswani
Tensor Low Rank Column-Wise Compressive Sensing for Dynamic Imaging. ICASSP (2023)
Esraa Al-sharoa, Selin Aviyente
A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks. Symmetry 15 (7) (2023)
Meiby Ortiz-Bouza, Selin Aviyente
Attributed Graph Clustering for Functional Connectivity Networks. ISBI (2023)
Abdullah Karaaslanli, Selin Aviyente
Dynamic Signed Graph Learning. ICASSP (2023)
Peide Li, Seyyid Emre Sofuoglu, Selin Aviyente, Tapabrata Maiti
Coupled support tensor machine classification for multimodal neuroimaging data. Stat. Anal. Data Min. 15 (6) (2022)
Abdullah Karaaslanli, Selin Aviyente
Simultaneous Graph Signal Clustering and Graph Learning. ICML (2022)
Selin Aviyente, Abdullah Karaaslanli
Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection. IEEE Signal Process. Mag. 39 (4) (2022)
Meiby Ortiz-Bouza, Selin Aviyente
Optimal Graph Filters for Clustering Attributed Graphs. CoRR (2022)
Meiby Ortiz-Bouza, Selin Aviyente
Community Detection in Attributed Networks Using Graph Wavelets. IEEECONF (2022)
Seyyid Emre Sofuoglu, Selin Aviyente
Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis. IEEE Signal Process. Lett. 29 (2022)
Meiby Ortiz-Bouza, Selin Aviyente
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization. CoRR (2022)
Peide Li, Seyyid Emre Sofuoglu, Tapabrata Maiti, Selin Aviyente
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data. CoRR (2022)
Seyyid Emre Sofuoglu, Selin Aviyente
GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data. Signal Process. 192 (2022)
Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, Tapabrata Maiti
scSGL: kernelized signed graph learning for single-cell gene regulatory network inference. Bioinform. 38 (11) (2022)
Meiby Ortiz-Bouza, Selin Aviyente
Orthogonal Nonnegative Matrix Tri-Factorization for Community Detection in Multiplex Networks. ICASSP (2022)
Esraa Al-sharoa, Selin Aviyente
Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization. IEEE Access 10 (2022)
Seyyid Emre Sofuoglu, Selin Aviyente
Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. ICASSP (2021)
Abdullah Karaaslanli, Selin Aviyente
Graph Learning From Noisy and Incomplete Signals on Graphs. SSP (2021)
Selin Aviyente
A signal processing perspective to community detection in dynamic networks. Digit. Signal Process. 119 (2021)
Seyyid Emre Sofuoglu, Selin Aviyente
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. IEEE Trans. Image Process. 30 (2021)
Zoe Dittman, Tamanna T. K. Munia, Selin Aviyente
Graph Theoretic Analysis of Multilayer EEG Connectivity Networks. EMBC (2021)
Tamanna T. K. Munia, Selin Aviyente
Granger Causality Based Directional Phase-Amplitude Coupling Measure. ICASSP (2021)
Abdullah Karaaslanli, Selin Aviyente
Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Seyyid Emre Sofuoglu, Selin Aviyente
Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. CoRR (2020)
Abdullah Karaaslanli, Selin Aviyente
Constrained Spectral Clustering for Dynamic Community Detection. ICASSP (2020)
Seyyid Emre Sofuoglu, Selin Aviyente
Graph Regularized Tensor Train Decomposition. ICASSP (2020)
Tamanna T. K. Munia, Selin Aviyente
Matching Pursuit Based Dynamic Phase-Amplitude Coupling Measure. ICASSP (2020)
Seyyid Emre Sofuoglu, Selin Aviyente
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. CoRR (2019)
Tamanna Tabassum Khan Munia, Selin Aviyente
Comparison of Wavelet and RID-Rihaczek Based Methods for Phase-Amplitude Coupling. IEEE Signal Process. Lett. 26 (12) (2019)
Esraa Al-Sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks. ICASSP (2019)
Abdullah Karaaslanli, Selin Aviyente
Constrained Spectral Clustering for Dynamic Community Detection. CoRR (2019)
Abdullah Karaaslanli, Selin Aviyente
Strength Adjusted Multilayer Spectral Clustering. MLSP (2019)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach. IEEE Trans. Signal Inf. Process. over Networks 5 (4) (2019)
Tamanna T. K. Munia, Selin Aviyente
A Time-frequency Based Multivariate Phase-amplitude Coupling Measure. ICASSP (2019)
Seyyid Emre Sofuoglu, Selin Aviyente
Tensor-Train Discriminant Analysis. ICASSP (2019)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Tensor Based Temporal and Multilayer Community Detection for Studying Brain Dynamics During Resting State fMRI. IEEE Trans. Biomed. Eng. 66 (3) (2019)
Zeynep Kahraman, Selin Aviyente
Functional Connectivity States of the Brain Using Restricted Boltzmann Machines. ICASSP (2018)
Ali Zare, Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA. Proc. IEEE 106 (8) (2018)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks. SSP (2018)
Seyyid Emre Sofuoglu, Selin Aviyente
A Two-Stage Approach to Robust Tensor Decomposition. SSP (2018)
Seyyid Emre Sofuoglu, Selin Aviyente
Sparse Discriminative Tensor Dictionary Learning for Object Classification. GlobalSIP (2018)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Multiscale Analysis for Higher-order Tensors. CoRR (2017)
Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente
A tensor based framework for community detection in dynamic networks. ICASSP (2017)
Rodney K. Singleton, Elias G. Strangas, Selin Aviyente
The Use of Bearing Currents and Vibrations in Lifetime Estimation of Bearings. IEEE Trans. Ind. Informatics 13 (3) (2017)
Alp Ozdemir, Edward M. Bernat, Selin Aviyente
Recursive Tensor Subspace Tracking for Dynamic Brain Network Analysis. IEEE Trans. Signal Inf. Process. over Networks 3 (4) (2017)
Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente
Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis. ICASSP (2017)
Arash Golibagh Mahyari, Selin Aviyente
Structured dictionary learning for sparse common component and innovation model. ICASSP (2017)
Arash Golibagh Mahyari, David M. Zoltowski, Edward M. Bernat, Selin Aviyente
A Tensor Decomposition-Based Approach for Detecting Dynamic Network States From EEG. IEEE Trans. Biomed. Eng. 64 (1) (2017)
Marisel Villafane-Delgado, Selin Aviyente
Dynamic Graph Fourier Transform on temporal functional connectivity networks. ICASSP (2017)
Arash Golibagh Mahyari, Selin Aviyente
Hierarchical distributed compressive sensing for simultaneous sparse approximation and common component extraction. Digit. Signal Process. 60 (2017)
Marisel Villafane-Delgado, Selin Aviyente
Graph information theoretic measures on functional connectivity networks based on graph-to-signal transform. GlobalSIP (2016)
Esraa Al-sharoa, Selin Aviyente
Evolutionary spectral graph clustering through subspace distance measure. SSP (2016)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Multiscale tensor decomposition. ACSSC (2016)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
A multiscale approach for tensor denoising. SSP (2016)
Alp Ozdemir, Selin Aviyente
Online low-rank + sparse structure learning for dynamic network tracking. ICASSP (2016)
Marisel Villafane-Delgado, Selin Aviyente
Functional connectivity brain network analysis through network to signal transform based on the resistance distance. ICASSP (2016)
Marisel Villafane-Delgado, Selin Aviyente
Temporal network tracking based on tensor factor analysis of graph signal spectrum. SSP (2016)
Mahmood Al-khassaweneh, Marisel Villafane-Delgado, Ali Yener Mutlu, Selin Aviyente
A Measure of Multivariate Phase Synchrony Using Hyperdimensional Geometry. IEEE Trans. Signal Process. 64 (11) (2016)
Arash Golibagh Mahyari, Selin Aviyente
A Tucker decomposition based approach for topographic functional connectivity state summarization. GlobalSIP (2015)
Alp Ozdemir, Marcos E. Bolanos, Edward M. Bernat, Selin Aviyente
Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Locally linear low-rank tensor approximation. GlobalSIP (2015)
Rodney K. Singleton, Elias G. Strangas, Selin Aviyente
Extended Kalman Filtering for Remaining-Useful-Life Estimation of Bearings. IEEE Trans. Ind. Electron. 62 (3) (2015)
Marisel Villafane-Delgado, Selin Aviyente
A time-frequency based bivariate synchrony measure for reducing volume conduction effects in EEG. GlobalSIP (2015)
Marisel Villafane-Delgado, David C. Zhu, Selin Aviyente
Computation of resting state networks from fMRI through a measure of phase synchrony. EMBC (2014)
Alp Ozdemir, Arash Golibagh Mahyari, Edward M. Bernat, Selin Aviyente
Multiple subject analysis of functional brain network communities through co-regularized spectral clustering. EMBC (2014)
Arash Golibagh Mahyari, Selin Aviyente
Identification of dynamic functional brain network states through tensor decomposition. ICASSP (2014)
David M. Zoltowski, Selin Aviyente
Low-rank tensor decomposition based dynamic network tracking. GlobalSIP (2014)
Alp Ozdemir, Selin Aviyente
Graph wavelet transform: Application to image segmentation. ACSSC (2014)
Ying Liu, Jason Moser, Selin Aviyente
Network Community Structure Detection for Directional Neural Networks Inferred From Multichannel Multisubject EEG Data. IEEE Trans. Biomed. Eng. 61 (7) (2014)
Rodney K. Singleton, Elias G. Strangas, Selin Aviyente
Discovering the hidden health states in bearing vibration signals for fault prognosis. IECON (2014)
Arash Golibagh Mahyari, Selin Aviyente
Identification of Dynamic functional brain network states Through Tensor Decomposition. CoRR (2014)
Arash Golibagh Mahyari, Selin Aviyente
Fourier transform for signals on dynamic graphs. ACSSC (2014)
Marisel Villafane-Delgado, Selin Aviyente
Effective connectivity in FMRI from mutual prediction approach. ACSSC (2014)
David M. Zoltowski, Edward M. Bernat, Selin Aviyente
A graph theoretic approach to dynamic functional connectivity tracking and network state identification. EMBC (2014)
Ali Yener Mutlu, Selin Aviyente
Subspace analysis for characterizing dynamic functional brain networks. ICASSP (2013)
Jose A. Antonino-Daviu, Selin Aviyente, Elias G. Strangas, Martin Riera-Guasp
Scale Invariant Feature Extraction Algorithm for the Automatic Diagnosis of Rotor Asymmetries in Induction Motors. IEEE Trans. Ind. Informatics 9 (1) (2013)
Arash Golibagh Mahyari, Selin Aviyente
Two-dimensional SVD for event detection in dynamic functional brain networks. GlobalSIP (2013)
Elias G. Strangas, Selin Aviyente, John D. Neely, Syed Sajjad H. Zaidi
The Effect of Failure Prognosis and Mitigation on the Reliability of Permanent-Magnet AC Motor Drives. IEEE Trans. Ind. Electron. 60 (8) (2013)
Arash Golibagh Mahyari, Selin Aviyente
Multi-scale anomaly detection in complex dynamic networks. GlobalSIP (2013)
Arash Golibagh Mahyari, Selin Aviyente
A multi-scale energy detector for anomaly detection in dynamic networks. ACSSC (2013)
Ali Yener Mutlu, Selin Aviyente
Hyperspherical phase synchrony measure for quantifying global synchronization in the brain. ICASSP (2013)
Ali Yener Mutlu, Selin Aviyente
Hyperspherical phase synchrony for quantifying multivariate phase synchronization. SSP (2012)
Ying Liu, Selin Aviyente
The relationship between transfer entropy and directed information. SSP (2012)
Ying Liu, Selin Aviyente
Quantification of Effective Connectivity in the Brain Using a Measure of Directed Information. Comput. Math. Methods Medicine 2012 (2012)
Suhaily Cardona-Romero, Selin Aviyente
Discriminative sparse image representation for classification based on a greedy algorithm. SSP (2012)
Ali Yener Mutlu, Edward M. Bernat, Selin Aviyente
A Signal-Processing-Based Approach to Time-Varying Graph Analysis for Dynamic Brain Network Identification. Comput. Math. Methods Medicine 2012 (2012)
Marcos E. Bolanos, Selin Aviyente, Hayder Radha
Graph entropy rate minimization and the compressibility of undirected binary graphs. SSP (2012)
Ali Yener Mutlu, Selin Aviyente
Dynamic network summarization using convex optimization. SSP (2012)
Marcos E. Bolanos, Ali Yener Mutlu, Selin Aviyente, Edward M. Bernat
Identifying multivariate EEG synchronization networks through multiple subject community detection. ACSCC (2011)
Ying Liu, Selin Aviyente
Multichannel EEG analysis based on multi-scale multi-information. ICASSP (2011)
Syed Sajjad H. Zaidi, Selin Aviyente, Mutasim Salman, Kwang-Kuen Shin, Elias G. Strangas
Prognosis of Gear Failures in DC Starter Motors Using Hidden Markov Models. IEEE Trans. Ind. Electron. 58 (5) (2011)
Selin Aviyente, Ali Yener Mutlu
A Time-Frequency-Based Approach to Phase and Phase Synchrony Estimation. IEEE Trans. Signal Process. 59 (7) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Selin Aviyente