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Selin Aviyente - Publications

Affiliations: 
Michigan State University, East Lansing, MI 
Area:
Electronics and Electrical Engineering, Computer Science
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88/155 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Karaaslanli A, Ortiz-Bouza M, Munia TTK, Aviyente S. Community detection in multi-frequency EEG networks. Scientific Reports. 13: 8114. PMID 37208422 DOI: 10.1038/s41598-023-35232-2  0.331
2022 Munia TTK, Aviyente S. Assessment of dynamic phase amplitude coupling using matching pursuit. Journal of Neuroscience Methods. 376: 109610. PMID 35504503 DOI: 10.1016/j.jneumeth.2022.109610  0.316
2021 Dittman Z, Munia TTK, Aviyente S. Graph Theoretic Analysis of Multilayer EEG Connectivity Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 475-479. PMID 34891336 DOI: 10.1109/EMBC46164.2021.9629514  0.383
2019 Munia TTK, Aviyente S. Time-Frequency Based Phase-Amplitude Coupling Measure For Neuronal Oscillations. Scientific Reports. 9: 12441. PMID 31455811 DOI: 10.1038/S41598-019-48870-2  0.414
2019 Munia TTK, Aviyente S. Graph-to-signal transformation based classification of functional connectivity brain networks. Plos One. 14: e0212470. PMID 31437168 DOI: 10.1371/Journal.Pone.0212470  0.467
2019 Munia TTK, Aviyente S. Comparison of Wavelet and RID-Rihaczek Based Methods for Phase-Amplitude Coupling Ieee Signal Processing Letters. 26: 1897-1901. DOI: 10.1109/Lsp.2019.2952025  0.319
2018 Al-Sharoa E, Al-Khassaweneh M, Aviyente S. Tensor Based Temporal and Multi-layer Community Detection for Studying Brain Dynamics During Resting State fMRI. Ieee Transactions On Bio-Medical Engineering. PMID 29993516 DOI: 10.1109/Tbme.2018.2854676  0.778
2018 Watts ATM, Tootell AV, Fix ST, Aviyente S, Bernat EM. Utilizing time-frequency amplitude and phase synchrony measure to assess feedback processing in a gambling task. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. PMID 29719202 DOI: 10.1016/J.Ijpsycho.2018.04.013  0.404
2017 Golibagh Mahyari A, Aviyente S. Hierarchical distributed compressive sensing for simultaneous sparse approximation and common component extraction Digital Signal Processing. 60: 230-241. DOI: 10.1016/J.Dsp.2016.09.010  0.421
2016 Aviyente S, Tootell A, Bernat EM. Time-Frequency Phase-Synchrony Approaches with ERPs. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. PMID 27864029 DOI: 10.1016/J.Ijpsycho.2016.11.006  0.454
2016 Golibagh Mahyari A, Zoltowski D, Bernat E, Aviyente S. A tensor decomposition based approach for detecting dynamic network states from EEG. Ieee Transactions On Bio-Medical Engineering. PMID 27093314 DOI: 10.1109/Tbme.2016.2553960  0.428
2016 Al-Khassaweneh M, Villafane-Delgado M, Mutlu AY, Aviyente S. A Measure of Multivariate Phase Synchrony Using Hyperdimensional Geometry Ieee Transactions On Signal Processing. 64: 2774-2787. DOI: 10.1109/Tsp.2016.2529586  0.77
2016 Villafane-Delgado M, Aviyente S. Functional connectivity brain network analysis through network to signal transform based on the resistance distance Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 704-708. DOI: 10.1109/ICASSP.2016.7471766  0.357
2016 Villafane-Delgado M, Aviyente S. A time-frequency based bivariate synchrony measure for reducing volume conduction effects in EEG 2015 Ieee Global Conference On Signal and Information Processing, Globalsip 2015. 825-828. DOI: 10.1109/GlobalSIP.2015.7418312  0.333
2016 Mahyari AG, Aviyente S. A Tucker decomposition based approach for topographic functional connectivity state summarization 2015 Ieee Global Conference On Signal and Information Processing, Globalsip 2015. 552-556. DOI: 10.1109/GlobalSIP.2015.7418256  0.406
2015 Moran TP, Bernat EM, Aviyente S, Schroder HS, Moser JS. Sending mixed signals: worry is associated with enhanced initial error processing but reduced call for subsequent cognitive control. Social Cognitive and Affective Neuroscience. PMID 25925270 DOI: 10.1093/Scan/Nsv046  0.323
2015 Ozdemir A, Bolanos M, Bernat E, Aviyente S. Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks. Ieee Transactions On Bio-Medical Engineering. 62: 2158-69. PMID 25807564 DOI: 10.1109/Tbme.2015.2415733  0.789
2015 Villafañe-Delgado M, Aviyente S. Effective connectivity in FMRI from mutual prediction approach Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: 200-203. DOI: 10.1109/ACSSC.2014.7094427  0.32
2015 Boashash B, Putland GR, Stanković LJ, Bastiaans MJ, Van Leest AJ, Williams WJ, Aviyente S, O'Toole JM. Advanced implementation and realization of TFDs Time-Frequency Signal Analysis and Processing: a Comprehensive Reference. 331-385. DOI: 10.1016/B978-0-12-398499-9.00006-6  0.405
2014 Zoltowski DM, Bernat EM, Aviyente S. A graph theoretic approach to dynamic functional connectivity tracking and network state identification. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6004-7. PMID 25571365 DOI: 10.1109/EMBC.2014.6944997  0.418
2014 Ozdemir A, Mahyari AG, Bernat EM, Aviyente S. Multiple subject analysis of functional brain network communities through co-regularized spectral clustering. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 5992-5. PMID 25571362 DOI: 10.1109/EMBC.2014.6944994  0.353
2014 Villafañe-Delgado M, Zhu DC, Aviyente S. Computation of resting state networks from fMRI through a measure of phase synchrony. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 1456-9. PMID 25570243 DOI: 10.1109/EMBC.2014.6943875  0.376
2014 Liu Y, Moser J, Aviyente S. Network community structure detection for directional neural networks inferred from multichannel multisubject EEG data Ieee Transactions On Biomedical Engineering. 61: 1919-1930. PMID 24956610 DOI: 10.1109/Tbme.2013.2296778  0.453
2014 Mahyari AG, Aviyente S. Identification of dynamic functional brain network states through tensor decomposition Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2099-2103. DOI: 10.1109/ICASSP.2014.6853969  0.377
2014 Zoltowski DM, Aviyente S. Low-rank tensor decomposition based dynamic network tracking 2014 Ieee Global Conference On Signal and Information Processing, Globalsip 2014. 468-472. DOI: 10.1109/GlobalSIP.2014.7032161  0.361
2013 Bolaños M, Bernat EM, He B, Aviyente S. A weighted small world network measure for assessing functional connectivity. Journal of Neuroscience Methods. 212: 133-42. PMID 23085279 DOI: 10.1016/J.Jneumeth.2012.10.004  0.792
2013 Mutlu AY, Aviyente S. Subspace analysis for characterizing dynamic functional brain networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1272-1276. DOI: 10.1109/ICASSP.2013.6637855  0.773
2013 Mutlu AY, Aviyente S. Hyperspherical phase synchrony measure for quantifying global synchronization in the brain Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1267-1271. DOI: 10.1109/ICASSP.2013.6637854  0.774
2013 Mahyari AG, Aviyente S. Multi-scale anomaly detection in complex dynamic networks 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 603-606. DOI: 10.1109/GlobalSIP.2013.6736950  0.304
2013 Mahyari AG, Aviyente S. Two-dimensional SVD for event detection in dynamic functional brain networks 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 37-40. DOI: 10.1109/GlobalSIP.2013.6736805  0.396
2013 Mahyari AG, Aviyente S. A multi-scale energy detector for anomaly detection in dynamic networks Conference Record - Asilomar Conference On Signals, Systems and Computers. 962-965. DOI: 10.1109/ACSSC.2013.6810432  0.308
2012 Mutlu AY, Bernat E, Aviyente S. A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. Computational and Mathematical Methods in Medicine. 2012: 451516. PMID 22934122 DOI: 10.1155/2012/451516  0.78
2012 Liu Y, Aviyente S. Quantification of effective connectivity in the brain using a measure of directed information. Computational and Mathematical Methods in Medicine. 2012: 635103. PMID 22675401 DOI: 10.1155/2012/635103  0.438
2012 Mutlu AY, Aviyente S. Hyperspherical phase synchrony for quantifying multivariate phase synchronization 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 888-891. DOI: 10.1109/SSP.2012.6319850  0.743
2012 Liu Y, Aviyente S. The relationship between transfer entropy and directed information 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 73-76. DOI: 10.1109/SSP.2012.6319809  0.326
2012 Mutlu AY, Aviyente S. Dynamic network summarization using convex optimization 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 117-120. DOI: 10.1109/SSP.2012.6319636  0.738
2012 Bolanos ME, Aviyente S, Radha H. Graph entropy rate minimization and the compressibility of undirected binary graphs 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 109-112. DOI: 10.1109/SSP.2012.6319634  0.773
2011 Liu Y, Moser J, Aviyente S. Community detection for directional neural networks inferred from EEG data. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 7155-8. PMID 22255988 DOI: 10.1109/IEMBS.2011.6091808  0.345
2011 Bolaños ME, Bernat EM, Aviyente S. Multivariate synchrony modules identified through multiple subject community detection in functional brain networks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 2534-7. PMID 22254857 DOI: 10.1109/IEMBS.2011.6090701  0.799
2011 Sponheim SR, McGuire KA, Kang SS, Davenport ND, Aviyente S, Bernat EM, Lim KO. Evidence of disrupted functional connectivity in the brain after combat-related blast injury. Neuroimage. 54: S21-9. PMID 20851190 DOI: 10.1016/J.Neuroimage.2010.09.007  0.362
2011 Aviyente S, Bernat EM, Evans WS, Sponheim SR. A phase synchrony measure for quantifying dynamic functional integration in the brain. Human Brain Mapping. 32: 80-93. PMID 20336687 DOI: 10.1002/Hbm.21000  0.523
2011 Aviyente S, Mutlu AY. Multivariate empirical mode decomposition for quantifying multivariate phase synchronization Eurasip Journal On Advances in Signal Processing. 2011. DOI: 10.1155/2011/615717  0.779
2011 Aviyente S, Mutlu AY. A time-frequency-based approach to phase and phase synchrony estimation Ieee Transactions On Signal Processing. 59: 3086-3098. DOI: 10.1109/Tsp.2011.2144589  0.757
2011 Liu Y, Moser J, Aviyente S. Community detection for directional neural networks inferred from EEG data Proceedings of the Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Embs. 7155-7158. DOI: 10.1109/IEMBS.2011.6091808  0.301
2011 Mutlu AY, Aviyente S. Joint frequency spectral lag representation for cross-frequency modulation analysis in the brain Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3800-3803. DOI: 10.1109/ICASSP.2011.5947179  0.719
2011 Bolaños ME, Aviyente S. Quantifying the functional importance of neuronal assemblies in the brain using Laplacian Hückel graph energy Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 753-756. DOI: 10.1109/ICASSP.2011.5946513  0.365
2011 Liu Y, Aviyente S. Multichannel EEG analysis based on multi-scale multi-information Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 589-592. DOI: 10.1109/ICASSP.2011.5946472  0.414
2011 Bolaños ME, Mutlu A, Aviyente S, Bernat E. Identifying multivariate EEG synchronization networks through multiple subject community detection Conference Record - Asilomar Conference On Signals, Systems and Computers. 122-126. DOI: 10.1109/ACSSC.2011.6189968  0.768
2010 Bolaños ME, Bernat EM, Aviyente S. Graph analysis of neuronal interactions for the error-related negativity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 2794-7. PMID 21095970 DOI: 10.1109/IEMBS.2010.5626367  0.794
2010 Aviyente S, Bernat EM, Malone SM, Iacono WG. Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit. Eurasip Journal On Advances in Signal Processing. 2010: 289571. PMID 20730031 DOI: 10.1155/2010/289571  0.365
2010 Al-Khassaweneh M, Al-Zoubi H, Aviyente S. The multi-bit watermarking method for speech signals in the time-frequency domain Integrated Computer-Aided Engineering. 17: 59-67. DOI: 10.3233/Ica-2010-0329  0.768
2010 Liu Y, Aviyente S. Directed network inference using a measure of directed information Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 513-516. DOI: 10.1109/ICASSP.2010.5495654  0.375
2010 Bolaños ME, Aviyente S, Bernat EM. Identifying functional clusters in the brain using phase synchrony Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5446-5449. DOI: 10.1109/ICASSP.2010.5494921  0.307
2010 Mutlu AY, Aviyente S. Comparison of nonparametric and parametric time-varying methods for quantifying phase synchrony Conference Record - Asilomar Conference On Signals, Systems and Computers. 1991-1995. DOI: 10.1109/ACSSC.2010.5757889  0.73
2010 Liu Y, Aviyente S. Information theoretic approach to quantify causal neural interactions from EEG Conference Record - Asilomar Conference On Signals, Systems and Computers. 1380-1384. DOI: 10.1109/ACSSC.2010.5757760  0.394
2009 Liu Y, Aviyente S. Directed information measure for quantifying the information flow in the brain. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 2188-91. PMID 19965149 DOI: 10.1109/IEMBS.2009.5334937  0.35
2009 Mutlu AY, Aviyente S. Inferring effective connectivity in the brain from EEG time series using dynamic Bayesian networks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 4739-42. PMID 19964842 DOI: 10.1109/IEMBS.2009.5334190  0.743
2009 Bolaños ME, Bernat EM, Aviyente S. Identification of small world topologies in neural functional connections quantified by phase synchrony measures. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 5308-11. PMID 19963893 DOI: 10.1109/IEMBS.2009.5333077  0.81
2009 Aviyente S. Computationally efficient scale covariant time-frequency distributions Eurasip Journal On Advances in Signal Processing. 2009. DOI: 10.1155/2009/204351  0.329
2009 Bolaños ME, Aviyente S. Identifying centralized hubs within neural functional connections Ieee Workshop On Statistical Signal Processing Proceedings. 25-28. DOI: 10.1109/SSP.2009.5278647  0.413
2009 Aviyente S. A new class of complex time-frequency distributions for estimating phase synchrony between signals Ieee Workshop On Statistical Signal Processing Proceedings. 561-564. DOI: 10.1109/SSP.2009.5278513  0.325
2008 Huang K, Aviyente S. Wavelet feature selection for image classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 17: 1709-20. PMID 18713675 DOI: 10.1109/Tip.2008.2001050  0.419
2008 Al-Khassaweneh M, Aviyente S. The relationship between two directed information measures Ieee Signal Processing Letters. 15: 801-804. DOI: 10.1109/Lsp.2008.2006332  0.756
2007 Huang K, Aviyente S. Large margin dimension reduction for sparse image classification Ieee Workshop On Statistical Signal Processing Proceedings. 773-777. DOI: 10.1109/SSP.2007.4301364  0.358
2007 Aviyente S. Information theoretic measures for quantifying the integration of neural activity 2007 Information Theory and Applications Workshop, Conference Proceedings, Ita. 20-26. DOI: 10.1109/ITA.2007.4357556  0.315
2007 Aviyente S, Evans WS, Bernat EM, Sponheim S. A time-varying phase coherence measure for quantifying functional integration in the brain Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4: IV1169-IV1172. DOI: 10.1109/ICASSP.2007.367283  0.396
2007 Aviyente S, Evans WS. Phase symchromy measeres for the study of fractional brain networks 45th Annual Allerton Conference On Communication, Control, and Computing 2007. 2: 1268-1275.  0.415
2007 Huang K, Aviyente S. Sparse representation for signal classification Advances in Neural Information Processing Systems. 609-616.  0.397
2006 Huang K, Aviyente S. Rotation invariant texture classification with ridgelet transform and fourier transform Proceedings - International Conference On Image Processing, Icip. 2141-2144. DOI: 10.1109/ICIP.2006.312867  0.321
2006 Huang K, Aviyente S. Information-theoretic wavelet packet subband selection for texture classification Signal Processing. 86: 1410-1420. DOI: 10.1016/J.Sigpro.2005.07.032  0.453
2006 Aviyente S, Williams WJ. Multitaper marginal time-frequency distributions Signal Processing. 86: 279-295. DOI: 10.1016/J.Sigpro.2005.05.008  0.578
2006 Shan Z, Aviyente S. Information-theoretic nonstationary source separation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3889: 885-892. DOI: 10.1007/11679363_110  0.488
2006 Shan Z, Aviyente S. Jensen-rényi divergence for source separation on the time-frequency plane Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3.  0.486
2005 Aviyente S, Williams WJ. Minimum entropy time-frequency distributions Ieee Signal Processing Letters. 12: 37-40. DOI: 10.1109/Lsp.2004.839696  0.598
2005 Huang K, Aviyente S. Statistical partitioning of wavelet subbands for texture classification Proceedings - International Conference On Image Processing, Icip. 1: 441-444. DOI: 10.1109/ICIP.2005.1529782  0.347
2005 Shan Z, Aviyente S. Image denoising based on the wavelet co-occurrence matrix Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1415487  0.437
2005 Shan Z, Aviyente S. Adaptive minimum entropy decomposition on the time-frequency plane Ieee Workshop On Statistical Signal Processing Proceedings. 2005: 861-864.  0.494
2004 Aviyente S, Brakel LA, Kushwaha RK, Snodgrass M, Shevrin H, Williams WJ. Characterization of event related potentials using information theoretic distance measures. Ieee Transactions On Bio-Medical Engineering. 51: 737-43. PMID 15132499 DOI: 10.1109/Tbme.2004.824133  0.602
2004 Huang K, Aviyente S. Fingerprint verification based on wavelet subbands Proceedings of Spie - the International Society For Optical Engineering. 5404: 30-38. DOI: 10.1117/12.541912  0.379
2004 Aviyente S, Williams WJ. A centrosymmetric kernel decomposition for time-frequency distribution computation Ieee Transactions On Signal Processing. 52: 1574-1584. DOI: 10.1109/Tsp.2004.827151  0.571
2004 Aviyente S. Information processing on the time-frequency plane Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2.  0.317
2004 Huang K, Aviyente S. Combining generalized Gaussian density and energy distribution in wavelet analysis for texture classification Conference Record - Asilomar Conference On Signals, Systems and Computers. 2: 2094-2098.  0.318
2004 Huang K, Aviyente S. Choosing best basis in wavelet packets for fingerprint matching Proceedings - International Conference On Image Processing, Icip. 5: 1249-1252.  0.383
2003 Williams WJ, Aviyente S. Implementation and Realization of TFDs: Spectrogram Decompositions of Time-Frequency Distributions Time Frequency Analysis: a Comprehensive Reference. 260-267. DOI: 10.1016/B978-008044335-5/50027-9  0.484
2003 Aviyente S, Williams WJ. Entropy based detection on the time-frequency plane Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6: 441-444.  0.548
2001 Aviyente S, Williams WJ. Minimum entropy approach to denoising time-frequency distributions Proceedings of Spie - the International Society For Optical Engineering. 4474: 57-67. DOI: 10.1117/12.448690  0.528
2001 Williams WJ, Aviyente S. Spectrogram decompositions of time-frequency distributions 6th International Symposium On Signal Processing and Its Applications, Isspa 2001 - Proceedings; 6 Tutorials in Communications, Image Processing and Signal Analysis. 2: 587-590. DOI: 10.1109/ISSPA.2001.950213  0.513
2001 Aviyente S, Williams WJ. Information bounds for random signals in time-frequency plane Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6: 3549-3552.  0.537
Low-probability matches (unlikely to be authored by this person)
2003 Aviyente S. Divergence measures for time-frequency distributions Proceedings - 7th International Symposium On Signal Processing and Its Applications, Isspa 2003. 1: 121-124. DOI: 10.1109/ISSPA.2003.1224655  0.293
2008 Raza RH, Aviyente S. Quantifying the causal interactions in the brain using a measure of directed transinformation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 3828-31. PMID 19163547 DOI: 10.1109/IEMBS.2008.4650044  0.293
2005 Aviyente S. Information-theoretic signal processing on the time-frequency plane and applications 13th European Signal Processing Conference, Eusipco 2005. 2178-2181.  0.29
2003 Aviyente S. Information theoretic signal detection on the time-frequency plane Proceedings of Spie - the International Society For Optical Engineering. 5205: 86-93.  0.286
2017 Ozdemir A, Bernat EM, Aviyente S. Recursive Tensor Subspace Tracking for Dynamic Brain Network Analysis Ieee Transactions On Signal and Information Processing Over Networks. 3: 669-682. DOI: 10.1109/TSIPN.2017.2668146  0.285
2021 Munia TTK, Aviyente S. Multivariate Analysis of Bivariate Phase-Amplitude Coupling in EEG Data using Tensor Robust PCA. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 34181545 DOI: 10.1109/TNSRE.2021.3092890  0.285
2011 Zaidi SSH, Aviyente S, Salman M, Shin KK, Strangas EG. Prognosis of gear failures in dc starter motors using hidden Markov models Ieee Transactions On Industrial Electronics. 58: 1695-1706. DOI: 10.1109/Tie.2010.2052540  0.281
2008 Vaidyanathan U, Bernat E, Aviyente S, Patrick C. Source localization of time and time–frequency measures of the ERN International Journal of Psychophysiology. 69: 208. DOI: 10.1016/J.Ijpsycho.2008.05.015  0.281
2008 Strangas EG, Aviyente S, Zaidi SSH. Time-frequency analysis for efficient fault diagnosis and failure prognosis for interior permanent-magnet AC motors Ieee Transactions On Industrial Electronics. 55: 4191-4199. DOI: 10.1109/Tie.2008.2007529  0.281
2011 Liu Y, Aviyente S. Time-lagged directed information Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3864-3867. DOI: 10.1109/ICASSP.2011.5947195  0.28
2013 Antonino-Daviu J, Aviyente S, Strangas EG, Riera-Guasp M. Scale invariant feature extraction algorithm for the automatic diagnosis of rotor asymmetries in induction motors Ieee Transactions On Industrial Informatics. 9: 100-108. DOI: 10.1109/Tii.2012.2198659  0.278
2016 Ozdemir A, Aviyente S. Online low-rank + sparse structure learning for dynamic network tracking Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 4074-4078. DOI: 10.1109/ICASSP.2016.7472443  0.276
2007 Shan Z, Swary J, Aviyente S. Underdetermined source separation in the time-frequency domain Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3. DOI: 10.1109/ICASSP.2007.366837  0.275
2005 Aviyente S. A measure of mutual information on the time-frequency plane Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1416050  0.273
2017 Singleton RK, Strangas EG, Aviyente S. The Use of Bearing Currents and Vibrations in Lifetime Estimation of Bearings Ieee Transactions On Industrial Informatics. 13: 1301-1309. DOI: 10.1109/Tii.2016.2643693  0.27
2008 Shan Z, Swary J, Aviyente S. Underdetermined source separation of EEG signals in the time-frequency domain Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3637-3640. DOI: 10.1109/ICASSP.2008.4518440  0.269
2008 Evans W, Aviyente S. Multiple trial processing of multivariate phase synchronization in brain signals Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 477-480. DOI: 10.1109/ICASSP.2008.4517650  0.266
2007 Zanardelli WG, Strangas EG, Aviyente S. Identification of intermittent electrical and mechanical faults in permanent-magnet AC drives based on time-frequency analysis Ieee Transactions On Industry Applications. 43: 971-980. DOI: 10.1109/Tia.2007.900446  0.265
2007 Khayam SA, Radha H, Aviyente S, Deller JR. Markov and multifractal wavelet models for wireless MAC-to-MAC channels Performance Evaluation. 64: 298-314. DOI: 10.1016/J.Peva.2006.06.001  0.264
2015 Singleton RK, Strangas EG, Aviyente S. Extended kalman filtering for remaining-useful-life estimation of bearings Ieee Transactions On Industrial Electronics. 62: 1781-1790. DOI: 10.1109/Tie.2014.2336616  0.258
2006 Aviyente S. Time-frequency decomposition based on information Proceedings of Spie - the International Society For Optical Engineering. 6313. DOI: 10.1117/12.680918  0.257
2006 Zeyong S, Aviyente S. Source separation in the time-frequency domain by maximizing an information-theoretic criterion 2006 Ieee International Conference On Electro Information Technology. 43-48. DOI: 10.1109/EIT.2006.252162  0.255
2013 Strangas EG, Aviyente S, Neely JD, Zaidi SSH. The effect of failure prognosis and mitigation on the reliability of permanent-magnet AC motor drives Ieee Transactions On Industrial Electronics. 60: 3519-3528. DOI: 10.1109/Tie.2012.2227913  0.254
2015 Mahyari AG, Aviyente S. Fourier transform for signals on dynamic graphs Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: 2001-2004. DOI: 10.1109/ACSSC.2014.7094822  0.246
2004 Aviyente S. Towards a theory of information processing on the time-frequency plane Proceedings of Spie - the International Society For Optical Engineering. 5559: 232-240. DOI: 10.1117/12.559574  0.239
2012 Harper J, Aviyente S, Malone S, Bernat E. Functional integration between medial and lateral prefrontal cortices (MPFC–LPFC) during action monitoring and response inhibition: A time–frequency power and phase–synchrony analysis of theta activity International Journal of Psychophysiology. 85: 343. DOI: 10.1016/J.Ijpsycho.2012.06.143  0.236
2009 Al-khassaweneh M, Al-Zoubi H, Aviyente S. Watermarking of speech signals in the time-frequency domain Proceedings of 2009 Ieee International Conference On Electro/Information Technology, Eit 2009. 319-322. DOI: 10.1109/EIT.2009.5189635  0.235
2022 Karaaslanli A, Saha S, Aviyente S, Maiti T. scSGL: Kernelized Signed Graph Learning for Single-Cell Gene Regulatory Network Inference. Bioinformatics (Oxford, England). PMID 35451460 DOI: 10.1093/bioinformatics/btac288  0.234
2009 Liu Y, Aviyente S, Al-khassaweneh M. A high dimensional directed information estimation using data-dependent partitioning Ieee Workshop On Statistical Signal Processing Proceedings. 606-609. DOI: 10.1109/SSP.2009.5278504  0.231
2019 Al-sharoa E, Al-khassaweneh MA, Aviyente S. Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach Ieee Transactions On Signal and Information Processing Over Networks. 5: 723-738. DOI: 10.1109/TSIPN.2019.2942176  0.227
2022 Buzzell GA, Niu Y, Aviyente S, Bernat E. A practical introduction to EEG Time-Frequency Principal Components Analysis (TF-PCA). Developmental Cognitive Neuroscience. 55: 101114. PMID 35636345 DOI: 10.1016/j.dcn.2022.101114  0.223
2021 Sofuoglu SE, Aviyente S. Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 8926-8938. PMID 34694995 DOI: 10.1109/TIP.2021.3120871  0.222
2006 Al-Khassaweneh M, Aviyente S. Embedding multi-bit message in the joint time-frequency domain 2006 Ieee International Conference On Electro Information Technology. 516-519. DOI: 10.1109/EIT.2006.252196  0.216
2006 Aviyente S, Bernat EM, Malone SM, Iacono WG. Analysis of event related potentials using PCA and matching pursuit on the time-frequency plane. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 2454-7. PMID 17946116 DOI: 10.1109/IEMBS.2006.259590  0.208
2013 Singleton RK, Strangas EG, Aviyente S. Time-frequency complexity based remaining useful life (RUL) estimation for bearing faults Proceedings - 2013 9th Ieee International Symposium On Diagnostics For Electric Machines, Power Electronics and Drives, Sdemped 2013. 600-606. DOI: 10.1109/DEMPED.2013.6645776  0.206
2023 Karaaslanli A, Saha S, Maiti T, Aviyente S. Kernelized multiview signed graph learning for single-cell RNA sequencing data. Bmc Bioinformatics. 24: 127. PMID 37016281 DOI: 10.1186/s12859-023-05250-y  0.204
2005 Al-Khassaweneh M, Aviyente S. A time-frequency based perceptual and robust watermarking scheme 13th European Signal Processing Conference, Eusipco 2005. 281-284.  0.204
2007 Aviyente S. Compressed sensing framework for EEG compression Ieee Workshop On Statistical Signal Processing Proceedings. 181-184. DOI: 10.1109/SSP.2007.4301243  0.199
2013 Kwon KY, Aviyente S, Li W. Investigation of phase-locked neuronal oscillation with optical stimulation based on a time-frequency approach International Ieee/Embs Conference On Neural Engineering, Ner. 423-426. DOI: 10.1109/NER.2013.6695962  0.199
2007 Aviyente S, Ahmad F, Amin MG. Information theoretic measures for change detection in urban sensing applications Proceedings - Safe 2007: Workshop On Signal Processing Applications For Public Security and Forensics.  0.197
2006 Al-Khassaweneh M, Aviyente S. Image watermarking in the autocorrelation domain Proceedings of the Acm International Multimedia Conference and Exhibition. 53-58. DOI: 10.1145/1178766.1178780  0.194
2006 Al-khassaweneh M, Aviyente S. Robust watermarking in the wigner domain 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 1557-1560. DOI: 10.1109/ICME.2006.262841  0.19
2024 Moser JS, Munia TTK, Louis CC, Anderson GE, Aviyente S. Errors elicit frontoparietal theta-gamma coupling that is modulated by endogenous estradiol levels. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology. 197: 112299. PMID 38215947 DOI: 10.1016/j.ijpsycho.2024.112299  0.189
2004 Al-khassawneeh M, Aviyente S. Robust watermarking on the joint spatial-spectral domain 2004 Ieee 11th Digital Signal Processing Workshop and 2nd Ieee Signal Processing Education Workshop. 297-301.  0.188
2004 Al-Khassaweneh M, Aviyente S. A time-frequency inspired robust image watermarking Conference Record - Asilomar Conference On Signals, Systems and Computers. 1: 392-396.  0.187
2006 Aviyente S, Ahmad F, Amin MG. Information theoretic measures for through-the-wall surveillance 2006 Ieee Sensor Array and Multichannel Signal Processing Workshop Proceedings, Sam 2006. 626-630.  0.186
2011 Antonino-Daviu J, Aviyente S, Strangas E, Riera-Guasp M. A scale invariant algorithm for the automatic diagnosis of rotor bar failures in induction motors Proceedings - Isie 2011: 2011 Ieee International Symposium On Industrial Electronics. 496-501. DOI: 10.1109/ISIE.2011.5984075  0.179
2012 Cardona-Romero S, Aviyente S. Discriminative sparse image representation for classification based on a greedy algorithm 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 181-184. DOI: 10.1109/SSP.2012.6319654  0.178
2015 Boashash B, Stevenson NJ, Rankine LJ, Azemi G, Sejdić E, Aviyente S, Akan A, Mert A, Dong S, Omidvarnia A, Zarjam P, O'Toole JM, Colditz P. Time-frequency methodologies in neurosciences Time-Frequency Signal Analysis and Processing: a Comprehensive Reference. 915-966. DOI: 10.1016/B978-0-12-398499-9.00016-9  0.176
2011 Antonino-Daviu J, Aviyente S, Strangas EG, Riera-Guasp M, Roger-Folch J, Pérez RB. An EMD-based invariant feature extraction algorithm for rotor bar condition monitoring Sdemped 2011 - 8th Ieee Symposium On Diagnostics For Electrical Machines, Power Electronics and Drives. 669-675. DOI: 10.1109/DEMPED.2011.6063696  0.175
2005 Al-Khassaweneh M, Aviyente S. Image watermarking based on wavelet hard thresholding 13th European Signal Processing Conference, Eusipco 2005. 277-280.  0.168
2006 Al-khassaweneh M, Aviyente S. Spatially adaptive wavelet thresholding for image watermarking 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 1597-1600. DOI: 10.1109/ICME.2006.262851  0.164
2005 Huang K, Aviyente S. Mutual information based subbband selection for wavelet packet based image classification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1415386  0.163
2003 Aviyente S. An information theoretic approach to digital image watermarking Proceedings of Spie - the International Society For Optical Engineering. 5150: 842-850. DOI: 10.1117/12.502886  0.158
2010 Zaidi SSH, Zanardelli WG, Aviyente S, Strangas EG. Prognosis of electrical faults in permanent magnet AC machines using the hidden Markov model Iecon Proceedings (Industrial Electronics Conference). 2634-2640. DOI: 10.1109/IECON.2010.5675138  0.158
2016 Ozdemir A, Iwen MA, Aviyente S. Locally linear low-rank tensor approximation 2015 Ieee Global Conference On Signal and Information Processing, Globalsip 2015. 839-843. DOI: 10.1109/GlobalSIP.2015.7418315  0.154
2007 Aviyente S, Zaidi S, Strangas EG. Time-frequency based feature extraction and classification for fault diagnosis in electric drives Conference Record - Asilomar Conference On Signals, Systems and Computers. 857-860. DOI: 10.1109/ACSSC.2007.4487339  0.14
2007 Zaidi SSH, Zanardelli WG, Aviyente S, Strangas EG. Comparative study of time-frequency methods for the detection and categorization of intermittent faults in electrical drives 2007 Ieee International Symposium On Diagnostics For Electric Machines, Power Electronics and Drives, Sdemped. 39-45. DOI: 10.1109/DEMPED.2007.4393068  0.138
2014 Singleton RK, Strangas EG, Aviyente S. Discovering the hidden health states in bearing vibration signals for fault prognosis Proceedings, Iecon 2014 - 40th Annual Conference of the Ieee Industrial Electronics Society. 3438-3444. DOI: 10.1109/IECON.2014.7049008  0.137
2008 Al-khassaweneh M, Aviyente S. Image encryption scheme based on using least square approximation techniques 2008 Ieee International Conference On Electro/Information Technology, Ieee Eit 2008 Conference. 108-111. DOI: 10.1109/EIT.2008.4554276  0.131
2015 Ozdemir A, Aviyente S. Graph wavelet transform: Application to image segmentation Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: 496-499. DOI: 10.1109/ACSSC.2014.7094493  0.123
2015 Woods R, Leus G, Aviyente S, Jamali MM, Janneck JW, Koivunen V, McKay M, Rabbat M, Rao B, Tian ZG, Wang Z, Zhou S, Matthews MB, DeBrunner L, Farques MP, et al. Foreword Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: xxxii. DOI: 10.1109/ACSSC.2014.7094382  0.12
2011 Strangas E, Aviyente S, Neely J, Zaidi SSH. Improving the reliability of electrical drives through failure prognosis Sdemped 2011 - 8th Ieee Symposium On Diagnostics For Electrical Machines, Power Electronics and Drives. 172-178. DOI: 10.1109/DEMPED.2011.6063620  0.116
2005 Zanardelli WG, Strangas EG, Aviyente S. Intermittent fault identification for permanent magnet AC drives based on the short-time Fourier transform Sdemped 2005 - International Symposium On Diagnostics of Electric Machines, Power Electronics, and Drives. DOI: 10.1109/DEMPED.2005.4662500  0.1
2005 Zanardelli WG, Strangas EG, Aviyente S. Failure prognosis for permanent magnet AC drives based on wavelet analysis 2005 Ieee International Conference On Electric Machines and Drives. 64-70.  0.098
2015 Strangas E, Aviyente S. Failure prognosis methods in electrical drives - State of the art and future directions Proceedings - 2015 Ieee Workshop On Electrical Machines Design, Control and Diagnosis, Wemdcd 2015. 254-260. DOI: 10.1109/WEMDCD.2015.7194538  0.092
2018 Zare A, Ozdemir A, Iwen MA, Aviyente S. Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA Proceedings of the Ieee. 106: 1341-1358. DOI: 10.1109/JPROC.2018.2848209  0.088
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