Selin Aviyente

174 papers A* 1A 2B 3C 2Misc 39Journal 64Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Causality-Driven Disentangled Representation Learning in Multiplex Graphs. CoRR Saba Nasiri, Selin Aviyente, Dorina Thanou
2025	J	`jnl`	Brain Connectivity: From network science to tensor models. IEEE Signal Process. Mag. Borbála Hunyadi, Selin Aviyente
2025	—	`conf`	Brain Fingerprinting-Based Community Structure. ISBI Sema Athamnah, Selin Aviyente
2025	J	`jnl`	Co-Hub Node Based Multiview Graph Learning with Theoretical Guarantees. CoRR Bisakh Banerjee, Mohammad Alwardat, Tapabrata Maiti, Selin Aviyente
2025	—	`conf`	Co-Hub Node-Based Multiview Graph Learning. SSP Mohammad Alwardat, Selin Aviyente
2025	J	`jnl`	Community Detection in Multi-Aspect Functional Brain Networks: Robust Tensor Decomposition Approach. IEEE Access Esraa Al-sharoa, Mohammad A. Al-Wardat, Selin Aviyente
2025	—	`conf`	Discriminative subgraph detection for temporal multilayer networks. SSP Meiby Ortiz-Bouza, Sema Athamnah, Selin Aviyente
2025	—	`conf`	Higher-Order Grouped Outlier Robust PCA for Spatio-temporal Anomaly Detection. SSP Mert Indibi, Selin Aviyente
2025	—	`conf`	Hypergraph Overlapping Community Detection for Brain Networks. MLSP Duc Nguyen Tien Vu, Selin Aviyente
2025	J	`jnl`	Learning Graph Filters for Structure-Function Coupling Based Hub Node Identification. IEEE Trans. Signal Inf. Process. over Networks Meiby Ortiz-Bouza, Duc Nguyen Tien Vu, Abdullah Karaaslanli, Selin Aviyente
2025	J	`jnl`	Learning Optimal Graph Filters for Clustering of Attributed Graphs. IEEE Trans. Signal Inf. Process. over Networks Meiby Ortiz-Bouza, Selin Aviyente
2025	J	`jnl`	Multiview Graph Learning With Consensus Graph. IEEE Trans. Signal Inf. Process. over Networks Abdullah Karaaslanli, Selin Aviyente
2025	—	`conf`	Perturbation-Based Multiview Graph Learning with Consensus Graph. MLSP Mohammad Alwardat, Selin Aviyente
2025	J	`jnl`	Robust Spatiotemporally Contiguous Anomaly Detection Using Tensor Decomposition. CoRR Rachita Mondal, Mert Indibi, Tapabrata Maiti, Selin Aviyente
2025	J	`jnl`	Signed Graph Learning: Algorithms and Theory. CoRR Abdullah Karaaslanli, Bisakh Banerjee, Tapabrata Maiti, Selin Aviyente
2025	—	`conf`	Simultaneous Detection of Anomalous Nodes and Edges in Graphs. IEEECONF Abdullah Karaaslanli, Selin Aviyente, Panagiotis A. Traganitis
2025	—	`conf`	Uncovering K-Way Balanced Consensus Communities in Signed Multilayer Brain Networks. MLSP Sema Athamnah, Selin Aviyente
2024	J	`jnl`	Community Detection in Multiplex Networks Based on Orthogonal Nonnegative Matrix Tri-Factorization. IEEE Access Meiby Ortiz-Bouza, Selin Aviyente
2024	—	`conf`	Contrastive Principal Component Analysis in the Time-Frequency Domain for EEG Data Reduction. IEEECONF Nathan Marchywka, Selin Aviyente
2024	—	`conf`	Discriminative Community Detection for Multiplex Networks. MLSP Meiby Ortiz-Bouza, Selin Aviyente
2024	J	`jnl`	Discriminative community detection for multiplex networks. CoRR Meiby Ortiz-Bouza, Selin Aviyente
2024	—	`conf`	Graph Filtering for Hub Node Identification in Brain Networks. ISBI Duc Nguyen Tien Vu, Meiby Ortiz-Bouza, Selin Aviyente
2024	—	`conf`	Identifying Anomalous Edges with Link Sampling and Consensus. IEEECONF Abdullah Karaaslanli, Panagiotis A. Traganitis, Selin Aviyente
2024	J	`jnl`	Learning Graph Filters for Structure-Function Coupling based Hub Node Identification. CoRR Meiby Ortiz-Bouza, Duc Nguyen Tien Vu, Abdullah Karaaslanli, Selin Aviyente
2024	—	`conf`	Multiview Graph Learning Based on Node Perturbation Model. IEEECONF Mohammad A. Al-Wardat, Selin Aviyente
2024	J	`jnl`	Multiview Graph Learning with Consensus Graph. CoRR Abdullah Karaaslanli, Selin Aviyente
2024	Misc	`conf`	Spatiotemporal Group Anomaly Detection via Graph Total Variation on Tensors. ICASSP Mert Indibi, Selin Aviyente
2024	—	`conf`	Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks. EUSIPCO Esraa Al-sharoa, Mohammad A. Al-Wardat, Selin Aviyente
2024	Misc	`conf`	Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. ICASSP Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tülay Adali
2023	J	`jnl`	A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks. Symmetry Esraa Al-sharoa, Selin Aviyente
2023	—	`conf`	Attributed Graph Clustering for Functional Connectivity Networks. ISBI Meiby Ortiz-Bouza, Selin Aviyente
2023	Misc	`conf`	Dynamic Signed Graph Learning. ICASSP Abdullah Karaaslanli, Selin Aviyente
2023	J	`jnl`	From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. IEEE Signal Process. Mag. Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser
2023	J	`jnl`	Kernelized multiview signed graph learning for single-cell RNA sequencing data. BMC Bioinform. Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente
2023	Misc	`conf`	Multiple Signed Graph Learning for Gene Regulatory Network Inference. ICASSP Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente
2023	Misc	`conf`	Tensor Low Rank Column-Wise Compressive Sensing for Dynamic Imaging. ICASSP Silpa Babu, Selin Aviyente, Namrata Vaswani
2023	—	`conf`	Variability of Functional Connectomes Through Community Structure. ICASSP Workshops Brooke Osterkamp, Meiby Ortiz-Bouza, Selin Aviyente
2022	—	`conf`	Community Detection in Attributed Networks Using Graph Wavelets. IEEECONF Meiby Ortiz-Bouza, Selin Aviyente
2022	J	`jnl`	Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization. IEEE Access Esraa Al-sharoa, Selin Aviyente
2022	J	`jnl`	Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization. CoRR Meiby Ortiz-Bouza, Selin Aviyente
2022	J	`jnl`	Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data. CoRR Peide Li, Seyyid Emre Sofuoglu, Tapabrata Maiti, Selin Aviyente
2022	J	`jnl`	Coupled support tensor machine classification for multimodal neuroimaging data. Stat. Anal. Data Min. Peide Li, Seyyid Emre Sofuoglu, Selin Aviyente, Tapabrata Maiti
2022	J	`jnl`	Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection. IEEE Signal Process. Mag. Selin Aviyente, Abdullah Karaaslanli
2022	J	`jnl`	GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data. Signal Process. Seyyid Emre Sofuoglu, Selin Aviyente
2022	J	`jnl`	Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis. IEEE Signal Process. Lett. Seyyid Emre Sofuoglu, Selin Aviyente
2022	J	`jnl`	Optimal Graph Filters for Clustering Attributed Graphs. CoRR Meiby Ortiz-Bouza, Selin Aviyente
2022	Misc	`conf`	Orthogonal Nonnegative Matrix Tri-Factorization for Community Detection in Multiplex Networks. ICASSP Meiby Ortiz-Bouza, Selin Aviyente
2022	A*	`conf`	Simultaneous Graph Signal Clustering and Graph Learning. ICML Abdullah Karaaslanli, Selin Aviyente
2022	J	`jnl`	scSGL: kernelized signed graph learning for single-cell gene regulatory network inference. Bioinform. Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, Tapabrata Maiti
2021	J	`jnl`	A signal processing perspective to community detection in dynamic networks. Digit. Signal Process. Selin Aviyente
2021	J	`jnl`	Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering. IEEE Trans. Signal Inf. Process. over Networks Abdullah Karaaslanli, Selin Aviyente
2021	Misc	`conf`	Granger Causality Based Directional Phase-Amplitude Coupling Measure. ICASSP Tamanna T. K. Munia, Selin Aviyente
2021	—	`conf`	Graph Learning From Noisy and Incomplete Signals on Graphs. SSP Abdullah Karaaslanli, Selin Aviyente
2021	—	`conf`	Graph Theoretic Analysis of Multilayer EEG Connectivity Networks. EMBC Zoe Dittman, Tamanna T. K. Munia, Selin Aviyente
2021	Misc	`conf`	Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. ICASSP Seyyid Emre Sofuoglu, Selin Aviyente
2021	J	`jnl`	Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. IEEE Trans. Image Process. Seyyid Emre Sofuoglu, Selin Aviyente
2020	Misc	`conf`	Constrained Spectral Clustering for Dynamic Community Detection. ICASSP Abdullah Karaaslanli, Selin Aviyente
2020	Misc	`conf`	Graph Regularized Tensor Train Decomposition. ICASSP Seyyid Emre Sofuoglu, Selin Aviyente
2020	J	`jnl`	Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. CoRR Seyyid Emre Sofuoglu, Selin Aviyente
2020	Misc	`conf`	Matching Pursuit Based Dynamic Phase-Amplitude Coupling Measure. ICASSP Tamanna T. K. Munia, Selin Aviyente
2019	Misc	`conf`	A Time-frequency Based Multivariate Phase-amplitude Coupling Measure. ICASSP Tamanna T. K. Munia, Selin Aviyente
2019	J	`jnl`	Comparison of Wavelet and RID-Rihaczek Based Methods for Phase-Amplitude Coupling. IEEE Signal Process. Lett. Tamanna Tabassum Khan Munia, Selin Aviyente
2019	J	`jnl`	Constrained Spectral Clustering for Dynamic Community Detection. CoRR Abdullah Karaaslanli, Selin Aviyente
2019	J	`jnl`	Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach. IEEE Trans. Signal Inf. Process. over Networks Esraa Al-sharoa, Mahmood Al-Khassaweneh, Selin Aviyente
2019	Misc	`conf`	Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks. ICASSP Esraa Al-sharoa, Mahmood Al-Khassaweneh, Selin Aviyente
2019	J	`jnl`	Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. CoRR Seyyid Emre Sofuoglu, Selin Aviyente
2019	—	`conf`	Strength Adjusted Multilayer Spectral Clustering. MLSP Abdullah Karaaslanli, Selin Aviyente
2019	J	`jnl`	Tensor Based Temporal and Multilayer Community Detection for Studying Brain Dynamics During Resting State fMRI. IEEE Trans. Biomed. Eng. Esraa Al-sharoa, Mahmood Al-Khassaweneh, Selin Aviyente
2019	Misc	`conf`	Tensor-Train Discriminant Analysis. ICASSP Seyyid Emre Sofuoglu, Selin Aviyente
2018	—	`conf`	A Two-Stage Approach to Robust Tensor Decomposition. SSP Seyyid Emre Sofuoglu, Selin Aviyente
2018	J	`jnl`	Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA. Proc. IEEE Ali Zare, Alp Ozdemir, Mark A. Iwen, Selin Aviyente
2018	Misc	`conf`	Functional Connectivity States of the Brain Using Restricted Boltzmann Machines. ICASSP Zeynep Kahraman, Selin Aviyente
2018	—	`conf`	Sparse Discriminative Tensor Dictionary Learning for Object Classification. GlobalSIP Seyyid Emre Sofuoglu, Selin Aviyente
2018	—	`conf`	Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks. SSP Esraa Al-sharoa, Mahmood Al-Khassaweneh, Selin Aviyente
2017	J	`jnl`	A Tensor Decomposition-Based Approach for Detecting Dynamic Network States From EEG. IEEE Trans. Biomed. Eng. Arash Golibagh Mahyari, David M. Zoltowski, Edward M. Bernat, Selin Aviyente
2017	Misc	`conf`	A tensor based framework for community detection in dynamic networks. ICASSP Esraa Al-sharoa, Mahmood Al-Khassaweneh, Selin Aviyente
2017	Misc	`conf`	Dynamic Graph Fourier Transform on temporal functional connectivity networks. ICASSP Marisel Villafane-Delgado, Selin Aviyente
2017	J	`jnl`	Hierarchical distributed compressive sensing for simultaneous sparse approximation and common component extraction. Digit. Signal Process. Arash Golibagh Mahyari, Selin Aviyente
2017	Misc	`conf`	Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis. ICASSP Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente
2017	J	`jnl`	Multiscale Analysis for Higher-order Tensors. CoRR Alp Ozdemir, Mark A. Iwen, Selin Aviyente
2017	J	`jnl`	Recursive Tensor Subspace Tracking for Dynamic Brain Network Analysis. IEEE Trans. Signal Inf. Process. over Networks Alp Ozdemir, Edward M. Bernat, Selin Aviyente
2017	Misc	`conf`	Structured dictionary learning for sparse common component and innovation model. ICASSP Arash Golibagh Mahyari, Selin Aviyente
2017	J	`jnl`	The Use of Bearing Currents and Vibrations in Lifetime Estimation of Bearings. IEEE Trans. Ind. Informatics Rodney K. Singleton, Elias G. Strangas, Selin Aviyente
2016	J	`jnl`	A Measure of Multivariate Phase Synchrony Using Hyperdimensional Geometry. IEEE Trans. Signal Process. Mahmood Al-Khassaweneh, Marisel Villafane-Delgado, Ali Yener Mutlu, Selin Aviyente
2016	—	`conf`	A multiscale approach for tensor denoising. SSP Alp Ozdemir, Mark A. Iwen, Selin Aviyente
2016	—	`conf`	Evolutionary spectral graph clustering through subspace distance measure. SSP Esraa Al-sharoa, Selin Aviyente
2016	Misc	`conf`	Functional connectivity brain network analysis through network to signal transform based on the resistance distance. ICASSP Marisel Villafane-Delgado, Selin Aviyente
2016	—	`conf`	Graph information theoretic measures on functional connectivity networks based on graph-to-signal transform. GlobalSIP Marisel Villafane-Delgado, Selin Aviyente
2016	Misc	`conf`	Multiscale tensor decomposition. ACSSC Alp Ozdemir, Mark A. Iwen, Selin Aviyente
2016	Misc	`conf`	Online low-rank + sparse structure learning for dynamic network tracking. ICASSP Alp Ozdemir, Selin Aviyente
2016	—	`conf`	Temporal network tracking based on tensor factor analysis of graph signal spectrum. SSP Marisel Villafane-Delgado, Selin Aviyente
2015	—	`conf`	A Tucker decomposition based approach for topographic functional connectivity state summarization. GlobalSIP Arash Golibagh Mahyari, Selin Aviyente
2015	—	`conf`	A time-frequency based bivariate synchrony measure for reducing volume conduction effects in EEG. GlobalSIP Marisel Villafane-Delgado, Selin Aviyente
2015	J	`jnl`	Extended Kalman Filtering for Remaining-Useful-Life Estimation of Bearings. IEEE Trans. Ind. Electron. Rodney K. Singleton, Elias G. Strangas, Selin Aviyente
2015	J	`jnl`	Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks. IEEE Trans. Biomed. Eng. Alp Ozdemir, Marcos E. Bolanos, Edward M. Bernat, Selin Aviyente
2015	—	`conf`	Locally linear low-rank tensor approximation. GlobalSIP Alp Ozdemir, Mark A. Iwen, Selin Aviyente
2014	—	`conf`	A graph theoretic approach to dynamic functional connectivity tracking and network state identification. EMBC David M. Zoltowski, Edward M. Bernat, Selin Aviyente
2014	—	`conf`	Computation of resting state networks from fMRI through a measure of phase synchrony. EMBC Marisel Villafane-Delgado, David C. Zhu, Selin Aviyente
2014	C	`conf`	Discovering the hidden health states in bearing vibration signals for fault prognosis. IECON Rodney K. Singleton, Elias G. Strangas, Selin Aviyente
2014	Misc	`conf`	Effective connectivity in FMRI from mutual prediction approach. ACSSC Marisel Villafane-Delgado, Selin Aviyente
2014	Misc	`conf`	Fourier transform for signals on dynamic graphs. ACSSC Arash Golibagh Mahyari, Selin Aviyente
2014	Misc	`conf`	Graph wavelet transform: Application to image segmentation. ACSSC Alp Ozdemir, Selin Aviyente
2014	J	`jnl`	Identification of Dynamic functional brain network states Through Tensor Decomposition. CoRR Arash Golibagh Mahyari, Selin Aviyente
2014	Misc	`conf`	Identification of dynamic functional brain network states through tensor decomposition. ICASSP Arash Golibagh Mahyari, Selin Aviyente
2014	—	`conf`	Low-rank tensor decomposition based dynamic network tracking. GlobalSIP David M. Zoltowski, Selin Aviyente
2014	—	`conf`	Multiple subject analysis of functional brain network communities through co-regularized spectral clustering. EMBC Alp Ozdemir, Arash Golibagh Mahyari, Edward M. Bernat, Selin Aviyente
2014	J	`jnl`	Network Community Structure Detection for Directional Neural Networks Inferred From Multichannel Multisubject EEG Data. IEEE Trans. Biomed. Eng. Ying Liu, Jason Moser, Selin Aviyente
2013	Misc	`conf`	A multi-scale energy detector for anomaly detection in dynamic networks. ACSSC Arash Golibagh Mahyari, Selin Aviyente
2013	Misc	`conf`	Hyperspherical phase synchrony measure for quantifying global synchronization in the brain. ICASSP Ali Yener Mutlu, Selin Aviyente
2013	—	`conf`	Multi-scale anomaly detection in complex dynamic networks. GlobalSIP Arash Golibagh Mahyari, Selin Aviyente
2013	J	`jnl`	Scale Invariant Feature Extraction Algorithm for the Automatic Diagnosis of Rotor Asymmetries in Induction Motors. IEEE Trans. Ind. Informatics Jose A. Antonino-Daviu, Selin Aviyente, Elias G. Strangas, Martin Riera-Guasp
2013	Misc	`conf`	Subspace analysis for characterizing dynamic functional brain networks. ICASSP Ali Yener Mutlu, Selin Aviyente
2013	J	`jnl`	The Effect of Failure Prognosis and Mitigation on the Reliability of Permanent-Magnet AC Motor Drives. IEEE Trans. Ind. Electron. Elias G. Strangas, Selin Aviyente, John D. Neely, Syed Sajjad H. Zaidi
2013	—	`conf`	Two-dimensional SVD for event detection in dynamic functional brain networks. GlobalSIP Arash Golibagh Mahyari, Selin Aviyente
2012	J	`jnl`	A Signal-Processing-Based Approach to Time-Varying Graph Analysis for Dynamic Brain Network Identification. Comput. Math. Methods Medicine Ali Yener Mutlu, Edward M. Bernat, Selin Aviyente
2012	—	`conf`	Discriminative sparse image representation for classification based on a greedy algorithm. SSP Suhaily Cardona-Romero, Selin Aviyente
2012	—	`conf`	Dynamic network summarization using convex optimization. SSP Ali Yener Mutlu, Selin Aviyente
2012	—	`conf`	Graph entropy rate minimization and the compressibility of undirected binary graphs. SSP Marcos E. Bolanos, Selin Aviyente, Hayder Radha
2012	—	`conf`	Hyperspherical phase synchrony for quantifying multivariate phase synchronization. SSP Ali Yener Mutlu, Selin Aviyente
2012	J	`jnl`	Quantification of Effective Connectivity in the Brain Using a Measure of Directed Information. Comput. Math. Methods Medicine Ying Liu, Selin Aviyente
2012	—	`conf`	The relationship between transfer entropy and directed information. SSP Ying Liu, Selin Aviyente
2011	J	`jnl`	A Time-Frequency-Based Approach to Phase and Phase Synchrony Estimation. IEEE Trans. Signal Process. Selin Aviyente, Ali Yener Mutlu
2011	—	`conf`	Community detection for directional neural networks inferred from EEG data. EMBC Ying Liu, Jason Moser, Selin Aviyente
2011	—	`conf`	Identifying multivariate EEG synchronization networks through multiple subject community detection. ACSCC Marcos E. Bolanos, Ali Yener Mutlu, Selin Aviyente, Edward M. Bernat
2011	Misc	`conf`	Joint frequency spectral lag representation for cross-frequency modulation analysis in the brain. ICASSP Ali Yener Mutlu, Selin Aviyente
2011	Misc	`conf`	Multichannel EEG analysis based on multi-scale multi-information. ICASSP Ying Liu, Selin Aviyente
2011	J	`jnl`	Multivariate Empirical Mode Decomposition for Quantifying Multivariate Phase Synchronization. EURASIP J. Adv. Signal Process. Ali Yener Mutlu, Selin Aviyente
2011	—	`conf`	Multivariate synchrony modules identified through multiple subject community detection in functional brain networks. EMBC Marcos E. Bolanos, Edward M. Bernat, Selin Aviyente
2011	J	`jnl`	Prognosis of Gear Failures in DC Starter Motors Using Hidden Markov Models. IEEE Trans. Ind. Electron. Syed Sajjad H. Zaidi, Selin Aviyente, Mutasim Salman, Kwang-Kuen Shin, Elias G. Strangas
2011	Misc	`conf`	Quantifying the functional importance of neuronal assemblies in the brain using Laplacian Hückel graph Energy. ICASSP Marcos E. Bolanos, Selin Aviyente
2011	Misc	`conf`	Time-lagged Directed Information. ICASSP Ying Liu, Selin Aviyente
2010	Misc	`conf`	Directed network inference using a measure of directed information. ICASSP Ying Liu, Selin Aviyente
2010	Misc	`conf`	Identifying functional clusters in the brain using phase synchrony. ICASSP Marcos E. Bolanos, Selin Aviyente, Edward M. Bernat
2010	J	`jnl`	The multi-bit watermarking method for speech signals in the time-frequency domain. Integr. Comput. Aided Eng. Mahmood Al-Khassaweneh, Hussein Al-Zoubi, Selin Aviyente
2010	J	`jnl`	Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit. EURASIP J. Adv. Signal Process. Selin Aviyente, Edward M. Bernat, Stephen M. Malone, William G. Iacono
2009	J	`jnl`	Computationally Efficient Scale Covariant Time-Frequency Distributions. EURASIP J. Adv. Signal Process. Selin Aviyente
2009	—	`conf`	Watermarking of speech signals in the time-frequency domain. EIT Mahmood Al-Khassaweneh, Hussein Al-Zoubi, Selin Aviyente
2008	—	`conf`	Image encryption scheme based on using least square approximation techniques. EIT Mahmood Al-Khassaweneh, Selin Aviyente
2008	Misc	`conf`	Multiple trial processing of multivariate phase synchronization in brain signals. ICASSP Westley Evans, Selin Aviyente
2008	J	`jnl`	The Relationship Between Two Directed Information Measures. IEEE Signal Process. Lett. Mahmood Al-Khassaweneh, Selin Aviyente
2008	J	`jnl`	Time-Frequency Analysis for Efficient Fault Diagnosis and Failure Prognosis for Interior Permanent-Magnet AC Motors. IEEE Trans. Ind. Electron. Elias G. Strangas, Selin Aviyente, Syed Sajjad H. Zaidi
2008	Misc	`conf`	Underdetermined source separation of EEG signals in the time-frequency domain. ICASSP Zeyong Shan, Jacob Swary, Selin Aviyente
2008	J	`jnl`	Wavelet Feature Selection for Image Classification. IEEE Trans. Image Process. Ke Huang, Selin Aviyente
2007	—	`conf`	A Time-Varying Phase Coherence Measure for Quantifying Functional Integration in the Brain. ICASSP (4) Selin Aviyente, Westley Evans, Edward M. Bernat, Scott R. Sponheim
2007	B	`conf`	Edge-directed inference for microaneurysms detection in digital fundus images. Image Processing Ke Huang, Michelle Yan, Selin Aviyente
2007	J	`jnl`	Markov and multifractal wavelet models for wireless MAC-to-MAC channels. Perform. Evaluation Syed A. Khayam, Hayder Radha, Selin Aviyente, John R. Deller Jr.
2007	—	`conf`	Underdetermined Source Separation in the Time-Frequency Domain. ICASSP (3) Zeyong Shan, Jacob Swary, Selin Aviyente
2006	—	`conf`	Analysis of Event Related Potentials using PCA and Matching Pursuit on the Time-Frequency Plane. EMBC Selin Aviyente, Edward M. Bernat, Stephen M. Malone, William G. Iacono
2006	—	`conf`	Information-Theoretic Nonstationary Source Separation. ICA Zeyong Shan, Selin Aviyente
2006	J	`jnl`	Information-theoretic wavelet packet subband selection for texture classification. Signal Process. Ke Huang, Selin Aviyente
2006	—	`conf`	Jensen-Rényi Divergence for Source Separation on the Time-Frequency Plane. ICASSP (3) Zeyong Shan, Selin Aviyente
2006	J	`jnl`	Multitaper marginal time-frequency distributions. Signal Process. Selin Aviyente, William J. Williams
2006	A	`conf`	Robust Watermarking in the Wigner Domain. ICME Mahmood Al-Khassaweneh, Selin Aviyente
2006	B	`conf`	Rotation Invariant Texture Classification with Ridgelet Transform and Fourier Transform. ICIP Ke Huang, Selin Aviyente
2006	—	`conf`	Sparse Representation for Signal Classification. NIPS Ke Huang, Selin Aviyente
2006	A	`conf`	Spatially Adaptive Wavelet Thresholding for Image Watermarking. ICME Mahmood Al-Khassaweneh, Selin Aviyente
2005	—	`conf`	A measure of mutual information on the time-frequency plane. ICASSP (4) Selin Aviyente
2005	—	`conf`	A time-frequency based perceptual and robust watermarking scheme. EUSIPCO Mahmood Al-Khassaweneh, Selin Aviyente
2005	—	`conf`	Image Denoising Based on the Wavelet Co-Occurrence Matrix. ICASSP (2) Zeyong Shan, Selin Aviyente
2005	—	`conf`	Image watermarking based on wavelet hard thresholding. EUSIPCO Mahmood Al-Khassaweneh, Selin Aviyente
2005	—	`conf`	Information-theoretic signal processing on the time-frequency plane and applications. EUSIPCO Selin Aviyente
2005	J	`jnl`	Minimum entropy time-frequency distributions. IEEE Signal Process. Lett. Selin Aviyente, William J. Williams
2005	—	`conf`	Mutual Information Based Subbband Selection for Wavelet Packet Based Image Classification. ICASSP (2) Ke Huang, Selin Aviyente
2005	—	`conf`	Statistical partitioning of wavelet subbands for texture classification. ICIP (1) Ke Huang, Selin Aviyente
2004	J	`jnl`	A centrosymmetric kernel decomposition for time-frequency distribution computation. IEEE Trans. Signal Process. Selin Aviyente, William J. Williams
2004	J	`jnl`	Characterization of event related potentials using information theoretic distance measures. IEEE Trans. Biomed. Eng. Selin Aviyente, Linda A. W. Brakel, Ramesh K. Kushwaha, Michael Snodgrass, Howard Shevrin, William J. Williams
2004	B	`conf`	Choosing best basis in wavelet packets for fingerprint matching. ICIP Ke Huang, Selin Aviyente
2004	—	`conf`	Information processing on the time-frequency plane. ICASSP (2) Selin Aviyente
2003	C	`conf`	An information theoretic approach to digital image watermarking. VCIP Selin Aviyente
2003	—	`conf`	Divergence measures for time-frequency distributions. ISSPA (1) Selin Aviyente
2003	—	`conf`	Entropy based detection on the time-frequency plane. ICASSP (6) Selin Aviyente, William J. Williams
2001	Misc	`conf`	Information bounds for random signals in time-frequency plane. ICASSP Selin Aviyente, William J. Williams
2001	—	`conf`	Spectrogram decompositions of time-frequency distributions. ISSPA William J. Williams, Selin Aviyente
2000	Misc	`conf`	Improved frequency marginal estimates for time-frequency distributions. ICASSP Selin Aviyente, William J. Williams