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Paolo Braca
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Publications
- 2023
- [c73]Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Stefano Maranò, Antonio De Maio, Peter Willett:
Experimental Corroboration of Trained Classification Performance Predictions. CAMSAP 2023: 1-5 - 2022
- [i10]Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Stefano Maranò, Antonio De Maio, Peter Willett:
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis. CoRR abs/2207.10939 (2022) - 2021
- [j44]Shanglin Zhou, Paolo Braca, Stefano Maranò, Peter Willett, Leonardo Maria Millefiori, Domenico Gaglione, Krishna R. Pattipati:
Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data. IEEE Access 9: 134384-134401 (2021) - [j43]Giovanni Soldi, Nicola Forti, Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati:
Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves. IEEE Commun. Mag. 59(9): 16-22 (2021) - [j42]Paolo Braca, Domenico Gaglione, Stefano Maranò, Leonardo Maria Millefiori, Peter Willett, Krishna R. Pattipati:
Quickest Detection of COVID-19 Pandemic Onset. IEEE Signal Process. Lett. 28: 683-687 (2021) - [c69]Paolo Braca, Domenico Gaglione, Stefano Maranò, Leonardo Maria Millefiori, Peter Willett, Krishna R. Pattipati:
MAST: A Quickest Detection Procedure for COVID-19 Epidemiological Data to Trigger Strategic Decisions. EUSIPCO 2021: 2025-2029 - 2020
- [j37]Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Giovanni Soldi, Nicola Forti, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati:
Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak. IEEE Access 8: 175244-175264 (2020) - [j33]Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò:
Multi-Class Random Matrix Filtering for Adaptive Learning. IEEE Trans. Signal Process. 68: 359-373 (2020) - 2018
- [j27]Guanyu Wang, Jiang Zhu, Rick S. Blum, Peter Willett, Stefano Maranò, Vincenzo Matta, Paolo Braca:
Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples. IEEE Trans. Signal Process. 66(16): 4291-4303 (2018) - [c57]Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò:
Bayesian Multi-Class Covariance Matrix Filtering for Adaptive Environment Learning. EUSIPCO 2018: 266-270 - 2017
- [c44]Stefano Maranò, Vincenzo Matta, Peter Willett, Paolo Braca, Rick S. Blum:
Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations. ICASSP 2017: 3286-3290 - 2016
- [j19]Paolo Braca, Riccardo Lazzeretti, Stefano Maranò, Vincenzo Matta:
Learning With Privacy in Consensus + Obfuscation. IEEE Signal Process. Lett. 23(9): 1174-1178 (2016) - [j17]Giuseppe Papa, Paolo Braca, Steven Horn, Stefano Maranò, Vincenzo Matta, Peter Willett:
Multisensor adaptive bayesian tracking under time-varying target detection probability. IEEE Trans. Aerosp. Electron. Syst. 52(5): 2193-2209 (2016) - [j14]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. IEEE Trans. Inf. Theory 62(8): 4710-4732 (2016) - [j13]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. IEEE Trans. Signal Inf. Process. over Networks 2(4): 442-460 (2016) - [c43]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Detection over diffusion networks: Asymptotic tools for performance prediction and simulation. EUSIPCO 2016: 1503-1507 - [i7]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. CoRR abs/1601.07011 (2016) - 2015
- [c32]Giuseppe Papa, Paolo Braca, Steven Horn, Stefano Maranò, Vincenzo Matta, Peter Willett:
Adaptive Bayesian tracking with unknown time-varying sensor network performance. ICASSP 2015: 2534-2538 - [c31]Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed:
Exact asymptotics of distributed detection over adaptive networks. ICASSP 2015: 3377-3381 - 2014
- [j8]Paolo Braca, Peter Willett, Kevin D. LePage, Stefano Maranò, Vincenzo Matta:
Bayesian Tracking in Underwater Wireless Sensor Networks With Port-Starboard Ambiguity. IEEE Trans. Signal Process. 62(7): 1864-1878 (2014) - [c25]Paolo Braca, Ryan A. Goldhahn, Kevin D. LePage, Stefano Maranò, Vincenzo Matta, Peter Willett:
Cognitive multistatic AUV networks. FUSION 2014: 1-7 - [c20]Ryan A. Goldhahn, Paolo Braca, Kevin D. LePage, Peter Willett, Stefano Maranò, Vincenzo Matta:
Environmentally sensitive particle filter tracking in multistatic AUV networks with port-starboard ambiguity. ICASSP 2014: 1458-1462 - [c18]Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed:
Large deviations analysis of adaptive distributed detection. ICASSP 2014: 6112-6116 - [i3]Paolo Braca, Stefano Maranò, Vincenzo Matta, Ali H. Sayed:
Asymptotic Performance of Adaptive Distributed Detection over Networks. CoRR abs/1401.5742 (2014) - 2013
- [j7]Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
Asymptotic Efficiency of the PHD in Multitarget/Multisensor Estimation. IEEE J. Sel. Top. Signal Process. 7(3): 553-564 (2013) - [c14]Paolo Braca, Kevin D. LePage, Peter Willett, Stefano Maranò, Vincenzo Matta:
Particle filtering approach to multistatic underwater sensor networks with left-right ambiguity. FUSION 2013: 266-271 - [c10]Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
A linear complexity particle approach to the exact multi-sensor PHD. ICASSP 2013: 4061-4065 - 2012
- [j5]Paolo Braca, Stefano Maranò, Vincenzo Matta:
Single-Transmission Distributed Detection via Order Statistics. IEEE Trans. Signal Process. 60(4): 2042-2048 (2012) - [c7]Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
Multitarget-multisensor ML and PHD: Some asymptotics. FUSION 2012: 2347-2353 - 2011
- [j4]Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
Consensus-based Page's test in sensor networks. Signal Process. 91(4): 919-930 (2011) - [c4]Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
Quickest distributed detection via running consensus. EUSIPCO 2011: 417-421 - [c3]Paolo Braca, Stefano Maranò, Vincenzo Matta:
Asymptotically consistent one-bit detection in large sensor networks. EUSIPCO 2011: 1035-1039 - [i1]Paolo Braca, Stefano Maranò, Vincenzo Matta:
Asymptotic Properties of One-Bit Distributed Detection with Ordered Transmissions. CoRR abs/1103.5142 (2011) - 2010
- [j3]Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
Asymptotic optimality of running consensus in testing binary hypotheses. IEEE Trans. Signal Process. 58(2): 814-825 (2010) - [j2]Paolo Braca, Marco Guerriero, Stefano Maranò, Vincenzo Matta, Peter Willett:
Selective measurement transmission in distributed estimation with data association. IEEE Trans. Signal Process. 58(8): 4311-4321 (2010) - 2009
- [c2]Paolo Braca, Marco Guerriero, Stefano Maranò, Vincenzo Matta, Peter Willett:
Distributed estimation with data association: Is the nearest neighbor the most informative? FUSION 2009: 780-785 - 2008
- [j1]Paolo Braca, Stefano Maranò, Vincenzo Matta:
Enforcing Consensus While Monitoring the Environment in Wireless Sensor Networks. IEEE Trans. Signal Process. 56(7-2): 3375-3380 (2008) - [c1]Paolo Braca, Stefano Maranò, Vincenzo Matta:
Running consensus in wireless sensor networks. FUSION 2008: 1-6
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