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Pedro A. Forero, Ph.D. - Publications

Affiliations: 
2012 Electrical Engineering University of Minnesota, Twin Cities, Minneapolis, MN 
Area:
Electronics and Electrical Engineering
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21 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
2017 Forero PA, Shafer S, Harguess JD. Sparsity-Driven Laplacian-Regularized Outlier Identification for Dictionary Learning Ieee Transactions On Signal Processing. 65: 3803-3817. DOI: 10.1109/Tsp.2017.2701310  0.495
2015 Shafer S, Harguess J, Forero PA. Sparsity-driven anomaly detection for ship detection and tracking in maritime video Proceedings of Spie - the International Society For Optical Engineering. 9476. DOI: 10.1117/12.2178417  0.366
2015 Forero PA, Baxley PA, Straatemeier L. A multitask learning framework for broadband source-location mapping using passive sonar Ieee Transactions On Signal Processing. 63: 3639-3654. DOI: 10.1109/Tsp.2015.2432747  0.466
2015 Forero PA, Shafer S, Harguess J. Structured outlier models for robust dictionary learning 2015 49th Annual Conference On Information Sciences and Systems, Ciss 2015. DOI: 10.1109/CISS.2015.7086814  0.348
2014 Forero PA, Baxley PA. Shallow-water sparsity-cognizant source-location mapping. The Journal of the Acoustical Society of America. 135: 3483-501. PMID 24907812 DOI: 10.1121/1.4874605  0.361
2014 Forero PA, Lapic SK, Wakayama C, Zorzi M. Rollout algorithms for data storage- And energy-aware data retrieval using autonomous underwater vehicles Proceedings of the 9th Acm International Conference On Underwater Networks and Systems, Wuwnet 2014. DOI: 10.1145/2671490.2674583  0.413
2014 Forero PA, Baxley PA. Broadband acoustic-source localization using passive sonar via multitask learning Journal of the Acoustical Society of America. 135: 2359-2359. DOI: 10.1121/1.4877767  0.401
2014 Forero PA, Rajawat K, Giannakis GB. Prediction of partially observed dynamical processes over networks via dictionary learning Ieee Transactions On Signal Processing. 62: 3305-3320. DOI: 10.1109/Tsp.2014.2325798  0.634
2014 Forero PA. Broadband underwater source localization via multitask learning 2014 48th Annual Conference On Information Sciences and Systems, Ciss 2014. DOI: 10.1109/CISS.2014.6814098  0.341
2012 Forero PA, Giannakis GB. Sparsity-exploiting robust multidimensional scaling Ieee Transactions On Signal Processing. 60: 4118-4134. DOI: 10.1109/Tsp.2012.2197617  0.56
2012 Forero PA, Kekatos V, Giannakis GB. Robust clustering using outlier-sparsity regularization Ieee Transactions On Signal Processing. 60: 4163-4177. DOI: 10.1109/Tsp.2012.2196696  0.555
2012 Forero PA, Rajawat K, Giannakis GB. Semi-supervised dictionary learning for network-wide link load prediction 2012 3rd International Workshop On Cognitive Information Processing, Cip 2012. DOI: 10.1109/CIP.2012.6232899  0.659
2011 Forero PA, Cano A, Giannakis GB. Distributed clustering using wireless sensor networks Ieee Journal On Selected Topics in Signal Processing. 5: 707-724. DOI: 10.1109/Jstsp.2011.2114324  0.576
2011 Forero PA, Kekatos V, Giannakis GB. Outlier-aware robust clustering Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2244-2247. DOI: 10.1109/ICASSP.2011.5946928  0.504
2011 Kim SJ, Jain N, Giannakis GB, Forero PA. Joint link learning and cognitive radio sensing Conference Record - Asilomar Conference On Signals, Systems and Computers. 1415-1419. DOI: 10.1109/ACSSC.2011.6190250  0.49
2011 Forero PA, Giannakis GB. Robust multi-dimensional scaling via outlier-sparsity control Conference Record - Asilomar Conference On Signals, Systems and Computers. 1183-1187. DOI: 10.1109/ACSSC.2011.6190202  0.518
2010 Forero PA, Cano A, Giannakis GB. Consensus-based distributed linear support vector machines Proceedings of the 9th Acm/Ieee International Conference On Information Processing in Sensor Networks, Ipsn '10. 35-46. DOI: 10.1145/1791212.1791218  0.517
2010 Forero PA, Cano A, Giannakis GB. Convergence analysis of consensus-based distributed clustering Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1890-1893. DOI: 10.1109/ICASSP.2010.5495344  0.548
2010 Forero PA, Cano A, Giannakis GB. Consensus-based distributed support vector machines Journal of Machine Learning Research. 11: 1663-1707.  0.334
2008 Forero PA, Cano A, Giannakis GB. Distributed feature-based modulation classification using wireless sensor networks Proceedings - Ieee Military Communications Conference Milcom. DOI: 10.1109/MILCOM.2008.4753252  0.304
2008 Forero PA, Cano A, Giannakis GB. Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1989-1992. DOI: 10.1109/ICASSP.2008.4518028  0.502
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