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Ioannis D. Schizas, Ph.D. - Publications

Affiliations: 
2011 Electrical Engineering University of Minnesota, Twin Cities, Minneapolis, MN 
Area:
Electronics and Electrical Engineering, Computer Engineering
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56 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
2020 Schizas ID. Online Data Dimensionality Reduction and Reconstruction Using Graph Filtering Ieee Transactions On Signal Processing. 68: 3871-3886. DOI: 10.1109/Tsp.2020.3003423  0.348
2020 Malhotra A, Schizas ID. On Unsupervised Simultaneous Kernel Learning and Data Clustering Pattern Recognition. 108: 107518. DOI: 10.1016/J.Patcog.2020.107518  0.337
2019 Shahid KT, Schizas ID. Unsupervised Kernelized Correlation-Based Hyperspectral Unmixing With Missing Pixels Ieee Transactions On Geoscience and Remote Sensing. 57: 4509-4520. DOI: 10.1109/Tgrs.2019.2891393  0.431
2018 Abhinav S, Schizas ID, Lewis FL, Davoudi A. Distributed Noise-Resilient Networked Synchrony of Active Distribution Systems Ieee Transactions On Smart Grid. 9: 836-846. DOI: 10.1109/Tsg.2016.2569602  0.446
2018 Malhotra A, Schizas ID. MILP-Based Unsupervised Clustering Ieee Signal Processing Letters. 25: 1825-1829. DOI: 10.1109/Lsp.2018.2877056  0.323
2018 Shahid KT, Malhotra A, Schizas ID, Tjuatja S. Unsupervised Kernel Correlations Based Hyperspectral Clustering With Missing Pixels Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 11: 1799-1810. DOI: 10.1109/Jstars.2018.2797052  0.332
2018 Malhotra A, Schizas ID, Metsis V. Correlation Analysis-Based Classification of Human Activity Time Series Ieee Sensors Journal. 18: 8085-8095. DOI: 10.1109/Jsen.2018.2864207  0.395
2018 Kang K, Maroulas V, Schizas I, Bao F. Improved distributed particle filters for tracking in a wireless sensor network Computational Statistics & Data Analysis. 117: 90-108. DOI: 10.1016/J.Csda.2017.07.009  0.526
2017 Abhinav S, Schizas ID, Ferrese F, Davoudi A. Optimization-Based AC Microgrid Synchronization Ieee Transactions On Industrial Informatics. 13: 2339-2349. DOI: 10.1109/Tii.2017.2702623  0.392
2017 Chen J, Malhotra A, Schizas ID. Data-driven sensors clustering and filtering for communication efficient field reconstruction Signal Processing. 133: 156-168. DOI: 10.1016/J.Sigpro.2016.10.024  0.516
2016 Ren G, Maroulas V, Schizas ID. Exploiting sensor mobility and covariance sparsity for distributed tracking of multiple sparse targets Eurasip Journal On Advances in Signal Processing. 2016. DOI: 10.1186/S13634-016-0354-Y  0.509
2016 Chen J, Schizas ID. Online Distributed Sparsity-Aware Canonical Correlation Analysis Ieee Transactions On Signal Processing. 64: 688-703. DOI: 10.1109/Tsp.2015.2481861  0.54
2016 Ren G, Schizas ID, Maroulas V. Sparsity based multi-target tracking using mobile sensors Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 4578-4582. DOI: 10.1109/ICASSP.2016.7472544  0.428
2016 Chen J, Malhotra A, Schizas ID. Information-based clustering and filtering for field reconstruction Conference Record - Asilomar Conference On Signals, Systems and Computers. 2016: 576-580. DOI: 10.1109/ACSSC.2015.7421195  0.375
2016 Chen J, Schizas ID. Distributed information-based clustering of heterogeneous sensor data Signal Processing. 126: 35-51. DOI: 10.1016/J.Sigpro.2015.12.017  0.504
2016 Ren G, Maroulas V, Schizas ID. Decentralized sparsity-based multi-source association and state tracking Signal Processing. 120: 627-643. DOI: 10.1016/J.Sigpro.2015.10.013  0.548
2015 Schizas ID, Aduroja A. A Distributed Framework for Dimensionality Reduction and Denoising Ieee Transactions On Signal Processing. 63: 6379-6394. DOI: 10.1109/Tsp.2015.2465300  0.587
2015 Ren G, Maroulas V, Schizas I. Distributed spatio-temporal association and tracking of Ieee Transactions On Aerospace and Electronic Systems. 51: 2570-2589. DOI: 10.1109/Taes.2015.140042  0.529
2015 Ren G, Schizas ID, Maroulas V. Distributed spatio-temporal multi-target association and tracking Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 4010-4014. DOI: 10.1109/ICASSP.2015.7178724  0.42
2015 Chen J, Schizas ID. Regularized canonical correlations for sensor data clustering Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 3601-3605. DOI: 10.1109/ICASSP.2015.7178642  0.453
2015 Chen J, Schizas ID. Adaptive regularized canonical correlations in clustering sensor data Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: 1611-1615. DOI: 10.1109/ACSSC.2014.7094738  0.358
2015 Schizas ID, Maroulas V. Dynamic data driven sensor network selection and tracking Procedia Computer Science. 51: 2583-2592. DOI: 10.1016/j.procs.2015.05.366  0.455
2014 Ren G, Schizas ID, Maroulas V. Joint sensors-sources association and tracking Proceedings of the Ieee Sensor Array and Multichannel Signal Processing Workshop. 205-208. DOI: 10.1109/SAM.2014.6882376  0.436
2014 Ren G, Schizas ID. Joint sensors-sources association and tracking under a power constraint 2014 Ieee Global Conference On Signal and Information Processing, Globalsip 2014. 754-758. DOI: 10.1109/GlobalSIP.2014.7032220  0.431
2013 Schizas ID. Distributed informative-sensor identification via sparsity-aware matrix decomposition Ieee Transactions On Signal Processing. 61: 4610-4624. DOI: 10.1109/Tsp.2013.2269044  0.551
2013 Aduroja A, Schizas ID, Maroulas V. Distributed principal components analysis in sensor networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5850-5854. DOI: 10.1109/ICASSP.2013.6638786  0.577
2013 Schizas ID. Adaptive distributed sparsity-aware matrix decomposition Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4509-4513. DOI: 10.1109/ICASSP.2013.6638513  0.447
2013 Schizas ID. Distributed data cleansing via a low-rank decomposition 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 827-830. DOI: 10.1109/GlobalSIP.2013.6737019  0.374
2013 Ren G, Schizas ID. Distributed sensor-informative tracking of targets 2013 5th Ieee International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2013. 81-84. DOI: 10.1109/CAMSAP.2013.6714012  0.43
2013 Chen J, Schizas ID. Distributed sparse canonical correlation analysis in clustering sensor data Conference Record - Asilomar Conference On Signals, Systems and Computers. 639-643. DOI: 10.1109/ACSSC.2013.6810359  0.472
2012 Schizas ID, Giannakis GB. Covariance eigenvector sparsity for compression and denoising Ieee Transactions On Signal Processing. 60: 2408-2421. DOI: 10.1109/Tsp.2012.2186130  0.587
2011 Schizas ID, Giannakis GB. Eigenspace sparsity for compression and denoising Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2912-2915. DOI: 10.1109/ICASSP.2011.5946266  0.552
2010 Ribeiro A, Schizas ID, Roumeliotis SI, Giannakis GB. Kalman filtering in wireless sensor networks Ieee Control Systems Magazine. 30: 66-86. DOI: 10.1109/Mcs.2009.935569  0.619
2009 Giannakis GB, Mateos G, Schizas ID. Performance analysis of the consensus-based distributed LMS algorithm Eurasip Journal On Advances in Signal Processing. 2009. DOI: 10.1155/2009/981030  0.685
2009 Mateos G, Schizas ID, Giannakis GB. Distributed recursive least-squares for consensus-based in-network adaptive estimation Ieee Transactions On Signal Processing. 57: 4583-4588. DOI: 10.1109/Tsp.2009.2024278  0.691
2009 Zhu H, Schizas ID, Giannakis GB. Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs Ieee Transactions On Signal Processing. 57: 3193-3207. DOI: 10.1109/Tsp.2009.2020748  0.676
2009 Schizas ID, Mateos G, Giannakis GB. Distributed LMS for consensus-based in-network adaptive processing Ieee Transactions On Signal Processing. 57: 2365-2382. DOI: 10.1109/Tsp.2009.2016226  0.703
2009 Mateos G, Schizas ID, Giannakis GB. Closed-form MSE performance of the distributed LMS algorithm 2009 Ieee 13th Digital Signal Processing Workshop and 5th Ieee Signal Processing Education Workshop, Dsp/Spe 2009, Proceedings. 66-71. DOI: 10.1109/DSP.2009.4785897  0.659
2009 Schizas ID, Giannakis GB, Sidiropoulos ND. Exploiting covariance-domain sparsity for dimensionality reduction Camsap 2009 - 2009 3rd Ieee International Workshop On Computational Advances in Multi-Sensor Adaptive Processing. 117-120. DOI: 10.1109/CAMSAP.2009.5413324  0.459
2008 Giannakis GB, Schizas ID, Jindal N. Distortion-rate bounds for distributed estimation using wireless sensor networks Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/748605  0.676
2008 Schizas ID, Giannakis GB, Roumeliotis SI, Ribeiro A. Consensus in Ad hoc WSNs with noisy links-part II: Distributed estimation and smoothing of random signals Ieee Transactions On Signal Processing. 56: 1650-1666. DOI: 10.1109/Tsp.2007.908943  0.688
2008 Schizas ID, Ribeiro A, Giannakis GB. Consensus in ad hoc WSNs with noisy links - Part I: Distributed estimation of deterministic signals Ieee Transactions On Signal Processing. 56: 350-364. DOI: 10.1109/Tsp.2007.906734  0.672
2008 Schizas ID, Mateos G, Giannakis GB. Stability analysis of the consensus-based distributed LMS algorithm Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3289-3292. DOI: 10.1109/ICASSP.2008.4518353  0.657
2007 Schizas ID, Giannakis GB, Luo ZQ. Distributed estimation using reduced-dimensionality sensor observations Ieee Transactions On Signal Processing. 55: 4284-4299. DOI: 10.1109/Tsp.2007.895987  0.706
2007 Zhu H, Schizas ID, Giannakis GB. Power-efficient dimensionality reduction for distributed channel-aware Kalman tracking using wireless sensor networks Ieee Workshop On Statistical Signal Processing Proceedings. 383-387. DOI: 10.1109/SSP.2007.4301285  0.642
2007 Schizas ID, Giannakis GB, Roumeliotis SI, Ribeiro A. Anytime optimal distributed Kalman filtering and smoothing Ieee Workshop On Statistical Signal Processing Proceedings. 368-372. DOI: 10.1109/SSP.2007.4301282  0.414
2007 Schizas ID, Ribeiro A, Giannakis GB. Consensus-based distributed parameter estimation in ad hoc wireless sensor networks with noisy links Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2. DOI: 10.1109/ICASSP.2007.366369  0.647
2007 Schizas ID, Mateos G, Giannakis GB. Consensus-based distributed recursive least-squares estimation using ad hoc wireless sensor networks Conference Record - Asilomar Conference On Signals, Systems and Computers. 386-390. DOI: 10.1109/ACSSC.2007.4487236  0.535
2007 Ribeiro A, Schizas ID, Xiao JJ, Giannakis GB, Luo ZQ. Distributed Estimation under Bandwidth and Energy Constraints Wireless Sensor Networks: Signal Processing and Communications Perspectives. 149-184. DOI: 10.1002/9780470061794.ch7  0.464
2007 Mateos G, Schizas ID, Giannakis GB. Consensus-based distributed least-mean square algorithm using wireless ad hoc network 45th Annual Allerton Conference On Communication, Control, and Computing 2007. 1: 568-574.  0.522
2007 Schizas ID, Giannakis GB, Ribeiro A. Distributed MAP and LMMSE estimation of random signals using ad hoc wireless sensor networks with noisy links Ieee Workshop On Signal Processing Advances in Wireless Communications, Spawc.  0.568
2006 Schizas ID, Giannakis GB. Consensus-based distributed estimation of random signals with wireless sensor networks Conference Record - Asilomar Conference On Signals, Systems and Computers. 530-534. DOI: 10.1109/ACSSC.2006.354804  0.559
2006 Schizas ID, Ribeiro A, Giannakis GB. Distributed estimation with ad hoc wireless sensor networks European Signal Processing Conference.  0.546
2006 Schizas ID, Giannakis GB, Luo ZQ. Optimal dimensionality reduction for multi-sensor fusion in the presence of fading and noise Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4.  0.589
2005 Schizas ID, Giannakis GB, Luo ZQ. Distributed estimation using reduced dimensionality sensor observations Conference Record - Asilomar Conference On Signals, Systems and Computers. 2005: 1029-1033.  0.582
2005 Schizas ID, Giannakis GB, Jindal N. Distortion-rate analysis for distributed estimation with wireless sensor networksy 43rd Annual Allerton Conference On Communication, Control and Computing 2005. 2: 876-885.  0.497
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