Selin Aviyente
Orcid: 0000-0001-9023-107X
According to our database1,
Selin Aviyente
authored at least 147 papers
between 2000 and 2024.
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Bibliography
2024
Learning Graph Filters for Structure-Function Coupling based Hub Node Identification.
CoRR, 2024
Community Detection in Multiplex Networks Based on Orthogonal Nonnegative Matrix Tri-Factorization.
IEEE Access, 2024
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
BMC Bioinform., December, 2023
A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks.
Symmetry, July, 2023
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee.
IEEE Signal Process. Mag., June, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection.
IEEE Signal Process. Mag., 2022
IEEE Signal Process. Lett., 2022
Signal Process., 2022
Stat. Anal. Data Min., 2022
scSGL: kernelized signed graph learning for single-cell gene regulatory network inference.
Bioinform., 2022
Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization.
IEEE Access, 2022
Proceedings of the International Conference on Machine Learning, 2022
Orthogonal Nonnegative Matrix Tri-Factorization for Community Detection in Multiplex Networks.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering.
IEEE Trans. Signal Inf. Process. over Networks, 2021
IEEE Trans. Image Process., 2021
Digit. Signal Process., 2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach.
IEEE Trans. Signal Inf. Process. over Networks, 2019
Tensor Based Temporal and Multilayer Community Detection for Studying Brain Dynamics During Resting State fMRI.
IEEE Trans. Biomed. Eng., 2019
IEEE Signal Process. Lett., 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA.
Proc. IEEE, 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Temporal Block Spectral Clustering for Multi-Layer Temporal Functional Connectivity Networks.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
IEEE Trans. Signal Inf. Process. over Networks, 2017
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Biomed. Eng., 2017
Hierarchical distributed compressive sensing for simultaneous sparse approximation and common component extraction.
Digit. Signal Process., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Signal Process., 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
Functional connectivity brain network analysis through network to signal transform based on the resistance distance.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Graph information theoretic measures on functional connectivity networks based on graph-to-signal transform.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Ind. Electron., 2015
Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks.
IEEE Trans. Biomed. Eng., 2015
A time-frequency based bivariate synchrony measure for reducing volume conduction effects in EEG.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
A Tucker decomposition based approach for topographic functional connectivity state summarization.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
2014
Network Community Structure Detection for Directional Neural Networks Inferred From Multichannel Multisubject EEG Data.
IEEE Trans. Biomed. Eng., 2014
Discovering the hidden health states in bearing vibration signals for fault prognosis.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014
Identification of dynamic functional brain network states through tensor decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
A graph theoretic approach to dynamic functional connectivity tracking and network state identification.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Computation of resting state networks from fMRI through a measure of phase synchrony.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Multiple subject analysis of functional brain network communities through co-regularized spectral clustering.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Scale Invariant Feature Extraction Algorithm for the Automatic Diagnosis of Rotor Asymmetries in Induction Motors.
IEEE Trans. Ind. Informatics, 2013
The Effect of Failure Prognosis and Mitigation on the Reliability of Permanent-Magnet AC Motor Drives.
IEEE Trans. Ind. Electron., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Hyperspherical phase synchrony measure for quantifying global synchronization in the brain.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
A Signal-Processing-Based Approach to Time-Varying Graph Analysis for Dynamic Brain Network Identification.
Comput. Math. Methods Medicine, 2012
Quantification of Effective Connectivity in the Brain Using a Measure of Directed Information.
Comput. Math. Methods Medicine, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Discriminative sparse image representation for classification based on a greedy algorithm.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
2011
IEEE Trans. Signal Process., 2011
IEEE Trans. Ind. Electron., 2011
Multivariate Empirical Mode Decomposition for Quantifying Multivariate Phase Synchronization.
EURASIP J. Adv. Signal Process., 2011
Joint frequency spectral lag representation for cross-frequency modulation analysis in the brain.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Quantifying the functional importance of neuronal assemblies in the brain using Laplacian Hückel graph Energy.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Multivariate synchrony modules identified through multiple subject community detection in functional brain networks.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Identifying multivariate EEG synchronization networks through multiple subject community detection.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Integr. Comput. Aided Eng., 2010
Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit.
EURASIP J. Adv. Signal Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
EURASIP J. Adv. Signal Process., 2009
Proceedings of the 2009 IEEE International Conference on Electro/Information Technology, 2009
2008
Time-Frequency Analysis for Efficient Fault Diagnosis and Failure Prognosis for Interior Permanent-Magnet AC Motors.
IEEE Trans. Ind. Electron., 2008
IEEE Signal Process. Lett., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008
2007
Perform. Evaluation, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
A Time-Varying Phase Coherence Measure for Quantifying Functional Integration in the Brain.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Signal Process., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Rotation Invariant Texture Classification with Ridgelet Transform and Fourier Transform.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Analysis of Event Related Potentials using PCA and Matching Pursuit on the Time-Frequency Plane.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Mutual Information Based Subbband Selection for Wavelet Packet Based Image Classification.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Information-theoretic signal processing on the time-frequency plane and applications.
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
2004
IEEE Trans. Signal Process., 2004
Characterization of event related potentials using information theoretic distance measures.
IEEE Trans. Biomed. Eng., 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
An information theoretic approach to digital image watermarking.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the IEEE International Conference on Acoustics, 2000