Consensus-based distributed linear support vector machines PA Forero, A Cano, GB Giannakis Proceedings of the 9th ACM/IEEE international conference on information …, 2010 | 550 | 2010 |
Distributed clustering using wireless sensor networks PA Forero, A Cano, GB Giannakis IEEE Journal of Selected Topics in Signal Processing 5 (4), 707-724, 2011 | 210 | 2011 |
Robust clustering using outlier-sparsity regularization PA Forero, V Kekatos, GB Giannakis IEEE Transactions on Signal Processing 60 (8), 4163-4177, 2012 | 63 | 2012 |
Sparsity-exploiting robust multidimensional scaling PA Forero, GB Giannakis IEEE Transactions on Signal Processing 60 (8), 4118-4134, 2012 | 61 | 2012 |
Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks PA Forero, A Cano, GB Giannakis 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008 | 54 | 2008 |
Distributed feature-based modulation classification using wireless sensor networks PA Forero, A Cano, GB Giannakis MILCOM 2008-2008 IEEE Military Communications Conference, 1-7, 2008 | 49 | 2008 |
Consensus-based k-means algorithm for distributed learning using wireless sensor networks PA Forero, A Cano, GB Giannakis Signal and Info Process, Sedona, AZ: Proc Workshop on Sensors, 2008 | 40 | 2008 |
Prediction of partially observed dynamical processes over networks via dictionary learning PA Forero, K Rajawat, GB Giannakis IEEE transactions on signal processing 62 (13), 3305-3320, 2014 | 39 | 2014 |
Shallow-water sparsity-cognizant source-location mapping PA Forero, PA Baxley The Journal of the Acoustical Society of America 135 (6), 3483-3501, 2014 | 32 | 2014 |
Simulation of a multimodal wireless remote control system for underwater vehicles F Campagnaro, F Guerra, F Favaro, VS Calzado, P Forero, M Zorzi, ... Proceedings of the 10th International Conference on Underwater Networks …, 2015 | 21 | 2015 |
Rollout algorithms for data storage-and energy-aware data retrieval using autonomous underwater vehicles PA Forero, SK Lapic, C Wakayama, M Zorzi Proceedings of the 9th International Conference on Underwater Networks …, 2014 | 20 | 2014 |
Joint link learning and cognitive radio sensing SJ Kim, N Jain, GB Giannakis, PA Forero 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals …, 2011 | 20 | 2011 |
Sparsity-driven Laplacian-regularized outlier identification for dictionary learning PA Forero, S Shafer, JD Harguess IEEE Transactions on Signal Processing 65 (14), 3803-3817, 2017 | 13 | 2017 |
APOLL: Adaptive polling for reconfigurable underwater data collection systems W Liu, J Weaver, L Weaver, T Whelan, R Bagrodia, PA Forero, J Chavez 2018 OCEANS-MTS/IEEE Kobe Techno-Oceans (OTO), 1-9, 2018 | 11 | 2018 |
Robust multi-dimensional scaling via outlier-sparsity control PA Forero, GB Giannakis 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals …, 2011 | 11 | 2011 |
Outlier-aware robust clustering PA Forero, V Kekatos, GB Giannakis 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 11 | 2011 |
Passive tracking of underwater acoustic sources with sparse innovations PA Forero, PA Baxley US Patent 9,384,447, 2016 | 9 | 2016 |
Semi-supervised dictionary learning for network-wide link load prediction PA Forero, K Rajawat, GB Giannakis 2012 3rd International Workshop on Cognitive Information Processing (CIP), 1-5, 2012 | 7 | 2012 |
Active queue-management policies for undersea networking via deep reinforcement learning PA Forero, P Zhang, D Radosevic OCEANS 2021: San Diego–Porto, 1-8, 2021 | 6 | 2021 |
A multitask learning framework for broadband source-location mapping using passive sonar PA Forero, PA Baxley, L Straatemeier IEEE Transactions on Signal Processing 63 (14), 3599-3614, 2015 | 6 | 2015 |