Improved frequency marginal estimates for time-frequency distributions. - Selin Aviyente; William J. Williams (ICASSP, 2000)

Information bounds for random signals in time-frequency plane. - Selin Aviyente; William J. Williams (ICASSP, 2001)

Spectrogram decompositions of time-frequency distributions. - William J. Williams; Selin Aviyente (ISSPA, 2001)

Entropy based detection on the time-frequency plane. - Selin Aviyente; William J. Williams (ICASSP (6), 2003)

Divergence measures for time-frequency distributions. - Selin Aviyente (ISSPA (1), 2003)

An information theoretic approach to digital image watermarking. - Selin Aviyente (VCIP, 2003)

Information processing on the time-frequency plane. - Selin Aviyente (ICASSP (2), 2004)

Choosing best basis in wavelet packets for fingerprint matching. - Ke Huang 005; Selin Aviyente (ICIP, 2004)

Characterization of event related potentials using information theoretic distance measures. - Selin Aviyente; Linda A. W. Brakel; Ramesh K. Kushwaha; Michael Snodgrass; Howard Shevrin; William J. Williams (IEEE Trans. Biomed. Eng., 2004)

A centrosymmetric kernel decomposition for time-frequency distribution computation. - Selin Aviyente; William J. Williams (IEEE Trans. Signal Process., 2004)

Image watermarking based on wavelet hard thresholding. - Mahmood Al-khassaweneh; Selin Aviyente (EUSIPCO, 2005)

A time-frequency based perceptual and robust watermarking scheme. - Mahmood Al-khassaweneh; Selin Aviyente (EUSIPCO, 2005)

Information-theoretic signal processing on the time-frequency plane and applications. - Selin Aviyente (EUSIPCO, 2005)

A measure of mutual information on the time-frequency plane. - Selin Aviyente (ICASSP (4), 2005)

Mutual Information Based Subbband Selection for Wavelet Packet Based Image Classification. - Ke Huang 005; Selin Aviyente (ICASSP (2), 2005)

Image Denoising Based on the Wavelet Co-Occurrence Matrix. - Zeyong Shan; Selin Aviyente (ICASSP (2), 2005)

Statistical partitioning of wavelet subbands for texture classification. - Ke Huang 005; Selin Aviyente (ICIP (1), 2005)

Minimum entropy time-frequency distributions. - Selin Aviyente; William J. Williams (IEEE Signal Process. Lett., 2005)

Analysis of Event Related Potentials using PCA and Matching Pursuit on the Time-Frequency Plane. - Selin Aviyente; Edward M. Bernat; Stephen M. Malone; William G. Iacono (EMBC, 2006)

Information-Theoretic Nonstationary Source Separation. - Zeyong Shan; Selin Aviyente (ICA, 2006)

Jensen-Rényi Divergence for Source Separation on the Time-Frequency Plane. - Zeyong Shan; Selin Aviyente (ICASSP (3), 2006)

Rotation Invariant Texture Classification with Ridgelet Transform and Fourier Transform. - Ke Huang 005; Selin Aviyente (ICIP, 2006)

Robust Watermarking in the Wigner Domain. - Mahmood Al-khassaweneh; Selin Aviyente (ICME, 2006)

Spatially Adaptive Wavelet Thresholding for Image Watermarking. - Mahmood Al-khassaweneh; Selin Aviyente (ICME, 2006)

Sparse Representation for Signal Classification. - Ke Huang 005; Selin Aviyente (NIPS, 2006)

Multitaper marginal time-frequency distributions. - Selin Aviyente; William J. Williams (Signal Process., 2006)

Information-theoretic wavelet packet subband selection for texture classification. - Ke Huang 005; Selin Aviyente (Signal Process., 2006)

A Time-Varying Phase Coherence Measure for Quantifying Functional Integration in the Brain. - Selin Aviyente; Westley Evans; Edward M. Bernat; Scott R. Sponheim (ICASSP (4), 2007)

Underdetermined Source Separation in the Time-Frequency Domain. - Zeyong Shan; Jacob Swary; Selin Aviyente (ICASSP (3), 2007)

Edge-directed inference for microaneurysms detection in digital fundus images. - Ke Huang 005; Michelle Yan; Selin Aviyente (Image Processing, 2007)

Markov and multifractal wavelet models for wireless MAC-to-MAC channels. - Syed A. Khayam; Hayder Radha; Selin Aviyente; John R. Deller Jr. (Perform. Evaluation, 2007)

Image encryption scheme based on using least square approximation techniques. - Mahmood Al-khassaweneh; Selin Aviyente (EIT, 2008)

Multiple trial processing of multivariate phase synchronization in brain signals. - Westley Evans; Selin Aviyente (ICASSP, 2008)

Underdetermined source separation of EEG signals in the time-frequency domain. - Zeyong Shan; Jacob Swary; Selin Aviyente (ICASSP, 2008)

The Relationship Between Two Directed Information Measures. - Mahmood Al-khassaweneh; Selin Aviyente (IEEE Signal Process. Lett., 2008)

Time-Frequency Analysis for Efficient Fault Diagnosis and Failure Prognosis for Interior Permanent-Magnet AC Motors. - Elias G. Strangas; Selin Aviyente; Syed Sajjad H. Zaidi (IEEE Trans. Ind. Electron., 2008)

Wavelet Feature Selection for Image Classification. - Ke Huang 005; Selin Aviyente (IEEE Trans. Image Process., 2008)

Watermarking of speech signals in the time-frequency domain. - Mahmood Al-khassaweneh; Hussein Al-Zoubi; Selin Aviyente (EIT, 2009)

Computationally Efficient Scale Covariant Time-Frequency Distributions. - Selin Aviyente (EURASIP J. Adv. Signal Process., 2009)

Identifying functional clusters in the brain using phase synchrony. - Marcos E. Bolanos; Selin Aviyente; Edward M. Bernat (ICASSP, 2010)

Directed network inference using a measure of directed information. - Ying Liu 017; Selin Aviyente (ICASSP, 2010)

Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit. - Selin Aviyente; Edward M. Bernat; Stephen M. Malone; William G. Iacono (EURASIP J. Adv. Signal Process., 2010)

The multi-bit watermarking method for speech signals in the time-frequency domain. - Mahmood Al-khassaweneh; Hussein Al-Zoubi; Selin Aviyente (Integr. Comput. Aided Eng., 2010)

Identifying multivariate EEG synchronization networks through multiple subject community detection. - Marcos E. Bolanos; Ali Yener Mutlu; Selin Aviyente; Edward M. Bernat (ACSCC, 2011)

Multivariate synchrony modules identified through multiple subject community detection in functional brain networks. - Marcos E. Bolanos; Edward M. Bernat; Selin Aviyente (EMBC, 2011)

Community detection for directional neural networks inferred from EEG data. - Ying Liu 017; Jason Moser; Selin Aviyente (EMBC, 2011)

Quantifying the functional importance of neuronal assemblies in the brain using Laplacian Hückel graph Energy. - Marcos E. Bolanos; Selin Aviyente (ICASSP, 2011)

Multichannel EEG analysis based on multi-scale multi-information. - Ying Liu 017; Selin Aviyente (ICASSP, 2011)

Time-lagged Directed Information. - Ying Liu 017; Selin Aviyente (ICASSP, 2011)

Joint frequency spectral lag representation for cross-frequency modulation analysis in the brain. - Ali Yener Mutlu; Selin Aviyente (ICASSP, 2011)

Multivariate Empirical Mode Decomposition for Quantifying Multivariate Phase Synchronization. - Ali Yener Mutlu; Selin Aviyente (EURASIP J. Adv. Signal Process., 2011)

Prognosis of Gear Failures in DC Starter Motors Using Hidden Markov Models. - Syed Sajjad H. Zaidi; Selin Aviyente; Mutasim Salman; Kwang-Kuen Shin; Elias G. Strangas (IEEE Trans. Ind. Electron., 2011)

A Time-Frequency-Based Approach to Phase and Phase Synchrony Estimation. - Selin Aviyente; Ali Yener Mutlu (IEEE Trans. Signal Process., 2011)

Graph entropy rate minimization and the compressibility of undirected binary graphs. - Marcos E. Bolanos; Selin Aviyente; Hayder Radha (SSP, 2012)

Discriminative sparse image representation for classification based on a greedy algorithm. - Suhaily Cardona-Romero; Selin Aviyente (SSP, 2012)

The relationship between transfer entropy and directed information. - Ying Liu 017; Selin Aviyente (SSP, 2012)

Dynamic network summarization using convex optimization. - Ali Yener Mutlu; Selin Aviyente (SSP, 2012)

Hyperspherical phase synchrony for quantifying multivariate phase synchronization. - Ali Yener Mutlu; Selin Aviyente (SSP, 2012)

Quantification of Effective Connectivity in the Brain Using a Measure of Directed Information. - Ying Liu 017; Selin Aviyente (Comput. Math. Methods Medicine, 2012)

A Signal-Processing-Based Approach to Time-Varying Graph Analysis for Dynamic Brain Network Identification. - Ali Yener Mutlu; Edward M. Bernat; Selin Aviyente (Comput. Math. Methods Medicine, 2012)

A multi-scale energy detector for anomaly detection in dynamic networks. - Arash Golibagh Mahyari; Selin Aviyente (ACSSC, 2013)

Two-dimensional SVD for event detection in dynamic functional brain networks. - Arash Golibagh Mahyari; Selin Aviyente (GlobalSIP, 2013)

Multi-scale anomaly detection in complex dynamic networks. - Arash Golibagh Mahyari; Selin Aviyente (GlobalSIP, 2013)

Hyperspherical phase synchrony measure for quantifying global synchronization in the brain. - Ali Yener Mutlu; Selin Aviyente (ICASSP, 2013)

Subspace analysis for characterizing dynamic functional brain networks. - Ali Yener Mutlu; Selin Aviyente (ICASSP, 2013)

The Effect of Failure Prognosis and Mitigation on the Reliability of Permanent-Magnet AC Motor Drives. - Elias G. Strangas; Selin Aviyente; John D. Neely; Syed Sajjad H. Zaidi (IEEE Trans. Ind. Electron., 2013)

Scale Invariant Feature Extraction Algorithm for the Automatic Diagnosis of Rotor Asymmetries in Induction Motors. - Jose A. Antonino-Daviu; Selin Aviyente; Elias G. Strangas; Martin Riera-Guasp (IEEE Trans. Ind. Informatics, 2013)

Fourier transform for signals on dynamic graphs. - Arash Golibagh Mahyari; Selin Aviyente (ACSSC, 2014)

Graph wavelet transform: Application to image segmentation. - Alp Ozdemir; Selin Aviyente (ACSSC, 2014)

Effective connectivity in FMRI from mutual prediction approach. - Marisel Villafane-Delgado; Selin Aviyente (ACSSC, 2014)

Multiple subject analysis of functional brain network communities through co-regularized spectral clustering. - Alp Ozdemir; Arash Golibagh Mahyari; Edward M. Bernat; Selin Aviyente (EMBC, 2014)

Computation of resting state networks from fMRI through a measure of phase synchrony. - Marisel Villafane-Delgado; David C. Zhu; Selin Aviyente (EMBC, 2014)

A graph theoretic approach to dynamic functional connectivity tracking and network state identification. - David M. Zoltowski; Edward M. Bernat; Selin Aviyente (EMBC, 2014)

Low-rank tensor decomposition based dynamic network tracking. - David M. Zoltowski; Selin Aviyente (GlobalSIP, 2014)

Identification of dynamic functional brain network states through tensor decomposition. - Arash Golibagh Mahyari; Selin Aviyente (ICASSP, 2014)

Discovering the hidden health states in bearing vibration signals for fault prognosis. - Rodney K. Singleton; Elias G. Strangas; Selin Aviyente (IECON, 2014)

Network Community Structure Detection for Directional Neural Networks Inferred From Multichannel Multisubject EEG Data. - Ying Liu 017; Jason Moser; Selin Aviyente (IEEE Trans. Biomed. Eng., 2014)

A Tucker decomposition based approach for topographic functional connectivity state summarization. - Arash Golibagh Mahyari; Selin Aviyente (GlobalSIP, 2015)

Locally linear low-rank tensor approximation. - Alp Ozdemir; Mark A. Iwen; Selin Aviyente (GlobalSIP, 2015)

A time-frequency based bivariate synchrony measure for reducing volume conduction effects in EEG. - Marisel Villafane-Delgado; Selin Aviyente (GlobalSIP, 2015)

Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks. - Alp Ozdemir; Marcos E. Bolanos; Edward M. Bernat; Selin Aviyente (IEEE Trans. Biomed. Eng., 2015)

Extended Kalman Filtering for Remaining-Useful-Life Estimation of Bearings. - Rodney K. Singleton; Elias G. Strangas; Selin Aviyente (IEEE Trans. Ind. Electron., 2015)

Multiscale tensor decomposition. - Alp Ozdemir; Mark A. Iwen; Selin Aviyente (ACSSC, 2016)

Graph information theoretic measures on functional connectivity networks based on graph-to-signal transform. - Marisel Villafane-Delgado; Selin Aviyente (GlobalSIP, 2016)

Online low-rank + sparse structure learning for dynamic network tracking. - Alp Ozdemir; Selin Aviyente (ICASSP, 2016)

Functional connectivity brain network analysis through network to signal transform based on the resistance distance. - Marisel Villafane-Delgado; Selin Aviyente (ICASSP, 2016)

Evolutionary spectral graph clustering through subspace distance measure. - Esraa Al-sharoa; Selin Aviyente (SSP, 2016)

A multiscale approach for tensor denoising. - Alp Ozdemir; Mark A. Iwen; Selin Aviyente (SSP, 2016)

Temporal network tracking based on tensor factor analysis of graph signal spectrum. - Marisel Villafane-Delgado; Selin Aviyente (SSP, 2016)

A Measure of Multivariate Phase Synchrony Using Hyperdimensional Geometry. - Mahmood Al-khassaweneh; Marisel Villafane-Delgado; Ali Yener Mutlu; Selin Aviyente (IEEE Trans. Signal Process., 2016)

A tensor based framework for community detection in dynamic networks. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (ICASSP, 2017)

Structured dictionary learning for sparse common component and innovation model. - Arash Golibagh Mahyari; Selin Aviyente (ICASSP, 2017)

Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis. - Alp Ozdemir; Marisel Villafane-Delgado; David C. Zhu; Mark A. Iwen; Selin Aviyente (ICASSP, 2017)

Dynamic Graph Fourier Transform on temporal functional connectivity networks. - Marisel Villafane-Delgado; Selin Aviyente (ICASSP, 2017)

Multiscale Analysis for Higher-order Tensors. - Alp Ozdemir; Mark A. Iwen; Selin Aviyente (CoRR, 2017)

Hierarchical distributed compressive sensing for simultaneous sparse approximation and common component extraction. - Arash Golibagh Mahyari; Selin Aviyente (Digit. Signal Process., 2017)

A Tensor Decomposition-Based Approach for Detecting Dynamic Network States From EEG. - Arash Golibagh Mahyari; David M. Zoltowski; Edward M. Bernat; Selin Aviyente (IEEE Trans. Biomed. Eng., 2017)

The Use of Bearing Currents and Vibrations in Lifetime Estimation of Bearings. - Rodney K. Singleton; Elias G. Strangas; Selin Aviyente (IEEE Trans. Ind. Informatics, 2017)

Recursive Tensor Subspace Tracking for Dynamic Brain Network Analysis. - Alp Ozdemir; Edward M. Bernat; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2017)

Sparse Discriminative Tensor Dictionary Learning for Object Classification. - Seyyid Emre Sofuoglu; Selin Aviyente (GlobalSIP, 2018)

Functional Connectivity States of the Brain Using Restricted Boltzmann Machines. - Zeynep Kahraman; Selin Aviyente (ICASSP, 2018)

Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (SSP, 2018)

A Two-Stage Approach to Robust Tensor Decomposition. - Seyyid Emre Sofuoglu; Selin Aviyente (SSP, 2018)

Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA. - Ali Zare; Alp Ozdemir; Mark A. Iwen; Selin Aviyente (Proc. IEEE, 2018)

Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks. - Esraa Al-Sharoa; Mahmood Al-khassaweneh; Selin Aviyente (ICASSP, 2019)

A Time-frequency Based Multivariate Phase-amplitude Coupling Measure. - Tamanna T. K. Munia; Selin Aviyente (ICASSP, 2019)

Tensor-Train Discriminant Analysis. - Seyyid Emre Sofuoglu; Selin Aviyente (ICASSP, 2019)

Strength Adjusted Multilayer Spectral Clustering. - Abdullah Karaaslanli; Selin Aviyente (MLSP, 2019)

Comparison of Wavelet and RID-Rihaczek Based Methods for Phase-Amplitude Coupling. - Tamanna Tabassum Khan Munia; Selin Aviyente (IEEE Signal Process. Lett., 2019)

Tensor Based Temporal and Multilayer Community Detection for Studying Brain Dynamics During Resting State fMRI. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (IEEE Trans. Biomed. Eng., 2019)

Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach. - Esraa Al-sharoa; Mahmood Al-khassaweneh; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2019)

Constrained Spectral Clustering for Dynamic Community Detection. - Abdullah Karaaslanli; Selin Aviyente (ICASSP, 2020)

Matching Pursuit Based Dynamic Phase-Amplitude Coupling Measure. - Tamanna T. K. Munia; Selin Aviyente (ICASSP, 2020)

Graph Regularized Tensor Train Decomposition. - Seyyid Emre Sofuoglu; Selin Aviyente (ICASSP, 2020)

Graph Theoretic Analysis of Multilayer EEG Connectivity Networks. - Zoe Dittman; Tamanna T. K. Munia; Selin Aviyente (EMBC, 2021)

Granger Causality Based Directional Phase-Amplitude Coupling Measure. - Tamanna T. K. Munia; Selin Aviyente (ICASSP, 2021)

Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. - Seyyid Emre Sofuoglu; Selin Aviyente (ICASSP, 2021)

Graph Learning From Noisy and Incomplete Signals on Graphs. - Abdullah Karaaslanli; Selin Aviyente (SSP, 2021)

A signal processing perspective to community detection in dynamic networks. - Selin Aviyente (Digit. Signal Process., 2021)

Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. - Seyyid Emre Sofuoglu; Selin Aviyente (IEEE Trans. Image Process., 2021)

Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering. - Abdullah Karaaslanli; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2021)

Community Detection in Attributed Networks Using Graph Wavelets. - Meiby Ortiz-Bouza; Selin Aviyente (IEEECONF, 2022)

Orthogonal Nonnegative Matrix Tri-Factorization for Community Detection in Multiplex Networks. - Meiby Ortiz-Bouza; Selin Aviyente (ICASSP, 2022)

Simultaneous Graph Signal Clustering and Graph Learning. - Abdullah Karaaslanli; Selin Aviyente (ICML, 2022)

Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization. - Esraa Al-sharoa; Selin Aviyente (IEEE Access, 2022)

scSGL: kernelized signed graph learning for single-cell gene regulatory network inference. - Abdullah Karaaslanli; Satabdi Saha; Selin Aviyente; Tapabrata Maiti (Bioinform., 2022)

Optimal Graph Filters for Clustering Attributed Graphs. - Meiby Ortiz-Bouza; Selin Aviyente (CoRR, 2022)

Coupled support tensor machine classification for multimodal neuroimaging data. - Peide Li; Seyyid Emre Sofuoglu; Selin Aviyente; Tapabrata Maiti (Stat. Anal. Data Min., 2022)

GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data. - Seyyid Emre Sofuoglu; Selin Aviyente (Signal Process., 2022)

Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis. - Seyyid Emre Sofuoglu; Selin Aviyente (IEEE Signal Process. Lett., 2022)

Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection. - Selin Aviyente; Abdullah Karaaslanli (IEEE Signal Process. Mag., 2022)

Tensor Low Rank Column-Wise Compressive Sensing for Dynamic Imaging. - Silpa Babu; Selin Aviyente; Namrata Vaswani (ICASSP, 2023)

Dynamic Signed Graph Learning. - Abdullah Karaaslanli; Selin Aviyente (ICASSP, 2023)

Multiple Signed Graph Learning for Gene Regulatory Network Inference. - Abdullah Karaaslanli; Satabdi Saha; Tapabrata Maiti; Selin Aviyente (ICASSP, 2023)

Variability of Functional Connectomes Through Community Structure. - Brooke Osterkamp; Meiby Ortiz-Bouza; Selin Aviyente (ICASSP Workshops, 2023)

Attributed Graph Clustering for Functional Connectivity Networks. - Meiby Ortiz-Bouza; Selin Aviyente (ISBI, 2023)

From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. - Selin Aviyente; Alejandro F. Frangi; Erik Meijering; Arrate Muñoz-Barrutia; Michael Liebling; Dimitri Van De Ville; Jean-Christophe Olivo-Marin; Jelena Kovacevic; Michael Unser (IEEE Signal Process. Mag., 2023)

A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks. - Esraa Al-sharoa; Selin Aviyente (Symmetry, 2023)

Kernelized multiview signed graph learning for single-cell RNA sequencing data. - Abdullah Karaaslanli; Satabdi Saha; Tapabrata Maiti; Selin Aviyente (BMC Bioinform., 2023)

Multiview Graph Learning Based on Node Perturbation Model. - Mohammad A. Al-Wardat; Selin Aviyente (IEEECONF, 2024)

Identifying Anomalous Edges with Link Sampling and Consensus. - Abdullah Karaaslanli; Panagiotis A. Traganitis; Selin Aviyente (IEEECONF, 2024)

Contrastive Principal Component Analysis in the Time-Frequency Domain for EEG Data Reduction. - Nathan Marchywka; Selin Aviyente (IEEECONF, 2024)

Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks. - Esraa Al-Sharoa; Mohammad A. Al-Wardat; Selin Aviyente (EUSIPCO, 2024)

Spatiotemporal Group Anomaly Detection via Graph Total Variation on Tensors. - Mert Indibi; Selin Aviyente (ICASSP, 2024)

Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. - Hanlu Yang 001; Meiby Ortiz-Bouza; Trung Vu 001; Francisco Laport; Vince D. Calhoun; Selin Aviyente; Tülay Adali (ICASSP, 2024)

Graph Filtering for Hub Node Identification in Brain Networks. - Duc Vu; Meiby Ortiz-Bouza; Selin Aviyente (ISBI, 2024)

Discriminative Community Detection for Multiplex Networks. - Meiby Ortiz-Bouza; Selin Aviyente (MLSP, 2024)

Community Detection in Multiplex Networks Based on Orthogonal Nonnegative Matrix Tri-Factorization. - Meiby Ortiz-Bouza; Selin Aviyente (IEEE Access, 2024)

Brain Fingerprinting-Based Community Structure. - Sema Athamnah; Selin Aviyente (ISBI, 2025)

Co-Hub Node-Based Multiview Graph Learning. - Mohammad Alwardat; Selin Aviyente (SSP, 2025)

Higher-Order Grouped Outlier Robust PCA for Spatio-temporal Anomaly Detection. - Mert Indibi; Selin Aviyente (SSP, 2025)

Discriminative subgraph detection for temporal multilayer networks. - Meiby Ortiz-Bouza; Sema Athamnah; Selin Aviyente (SSP, 2025)

Community Detection in Multi-Aspect Functional Brain Networks: Robust Tensor Decomposition Approach. - Esraa Al-Sharoa; Mohammad A. Al-Wardat; Selin Aviyente (IEEE Access, 2025)

Multiview Graph Learning With Consensus Graph. - Abdullah Karaaslanli; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Learning Optimal Graph Filters for Clustering of Attributed Graphs. - Meiby Ortiz-Bouza; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Learning Graph Filters for Structure-Function Coupling Based Hub Node Identification. - Meiby Ortiz-Bouza; Duc Vu; Abdullah Karaaslanli; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Signed Graph Learning: Algorithms and Theory. - Abdullah Karaaslanli; Bisakh Banerjee; Tapabrata Maiti; Selin Aviyente (CoRR, 2025)