Journals
| Cheema, Sarwar, Cantero, SalvoRossi | Clustered Federated Learning for Population-Based Structural Health Monitoring | IEEE Internet of Things Journal, in press |
| Cheema, Chawla, Gogineni, SalvoRossi | Channel Estimation in RIS-Aided Heterogeneous Wireless Networks via Federated Learning | IEEE Communications Letters, in press |
| Belay, Rasheed, SalvoRossi | Sparse Non-Linear Vector Autoregressive Networks for Multivariate Time Series Anomaly Detection | IEEE Signal Processing Letters, January 2025 |
| Hasan, SalvoRossi | A Unified Sensor and Actuator Fault Diagnosis in Digital Twins for Remote Operations | ELSEVIER Mechanical Systems and Signal Processing, January 2025 |
| Cheema, Gogineni, SalvoRossi, Werner | Networked Federated Meta-Learning over Extending Graphs | IEEE Internet of Things Journal, December 2024 |
| Belay, Rasheed, SalvoRossi | Multivariate Time Series Anomaly Detection via Low-Rank and Sparse Decomposition | IEEE Sensors Journal, November 2024 |
| Shaheen, Chawla, Uilhoorn, SalvoRossi | Partial-Distributed Architecture for Multi-Sensor Fault Detection, Isolation and Accommodation in Hydrogen-Blended Natural Gas Pipelines | IEEE Internet of Things Journal, November 2024 |
| Belay, Rasheed, SalvoRossi | MTAD: Multi-Objective Transformer Network for Unsupervised Multi-Sensor Anomaly Detection | IEEE Sensors Journal, June 2024 |
| Tabella, Ciuonzo, Paltrinieri, SalvoRossi | Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants | IEEE Internet of Things Journal, April 2024 |
| Cheema, Sarwar, Gogineni, Cantero, SalvoRossi | Computationally-Efficient Structural Health Monitoring using Graph Signal Processing | IEEE Sensors Journal, April 2024 |
| Shaheen, Chawla, Uilhoorn, SalvoRossi | Sensor-Fault Detection, Isolation and Accommodation for Natural-Gas Pipelines under Transient Flow | IEEE Transactions on Signal and Information Processing over Networks, March 2024 |
| Shaheen, Chawla, Uilhoorn, SalvoRossi | Model-based Architecture for Multi-Sensor Fault Detection, Isolation, and Accommodation in Natural-Gas Pipelines | IEEE Sensors Journal, February 2024 |
| Darvishi, Ciuonzo, SalvoRossi | Deep Recurrent Graph Convolutional Architecture for Sensor Fault Detection, Isolation, and Accommodation in Digital Twins | IEEE Sensors Journal, December 2023 |
| Tabella, Ciuonzo, Yilmaz, Wang, SalvoRossi | Time-Aware Distributed Sequential Detection of Gas Dispersion via Wireless Sensor Networks | IEEE Transactions on Signal and Information Processing over Networks, October 2023 |
| Cheema, Patil, Siddiqui, SalvoRossi, Stavdahl, LyngviFougner | Data-Driven Classifiers for Early Meal Detection Using ECG | IEEE Sensors Letters, September 2023 |
| Stenwig, Salvi, SalvoRossi, Skjærvold | Comparison of Correctly and Incorrectly Classified Patients for In-Hospital Mortality Prediction in the Intensive Care Unit | BMC Medical Research Methodology (Springer Nature), April 2023 |
| Belay, Blakseth, Rasheed, SalvoRossi | Unsupervised Anomaly Detection for IoT-based Multivariate Time Series: Existing Solutions, Performance Analysis, and Future Directions | MDPI Sensors, March 2023 |
| Darvishi, Ciuonzo, SalvoRossi | A Machine-Learning Architecture for Sensor Fault Detection, Isolation, and Accommodation in Digital Twins | IEEE Sensors Journal, February 2023 |
| Zappia, Albano, Aliprandi, Barile, Brunese, Castagna, Chianca, De Filippo, Di Pietto, Di Salvatore, Genovese, Guerriero, Guarino, Merolla, Messina, Ranieri, Romano, Russo, SalvoRossi, Tumminello, Sconfienza | Glenoid Bone Loss in Anterior Shoulder Dislocation: a Multicentric Study to Assess the Most Reliable Imaging Method | La Radiologia Medica, Springer, January 2023 |
| Chawla, Arellano-Prieto, Johansson, Darvishi, Shaheen, Vitali, Finotti, SalvoRossi | IoT-based Monitoring in Carbon Capture and Storage Systems | IEEE Internet of Things Magazine, December 2022 |
| Arellano-Prieto, Chavez-Panduro, SalvoRossi, Finotti | Energy Storage Solutions for Offshore Applications | MDPI Energies, August 2022 |
| Zhu, Dong, SalvoRossi, Landrø | Time-Frequency Fused Underwater Acoustic Source Localization based on Contrastive Predictive Coding | IEEE Sensors Journal, July 2022 |
| Mohammadi, Ciuonzo, Khazaee, SalvoRossi | Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection | IEEE Transactions on Signal and Information Processing over Networks, June 2022 |
| Stenwig, Salvi, SalvoRossi, Skjærvold | Comparative Analysis of Explainable Machine Learning Prediction Models for Hospital Mortality | BMC Medical Research Methodology (Springer Nature), February 2022 |
| Xu, Ciuonzo, SalvoRossi, Wang, Wang | Multi-bit & Sequential Decentralized Detection of a Noncooperative Moving Target Through a Generalized Rao Test | IEEE Transactions on Signal and Information Processing over Networks, November 2021 |
| Darvishi, Sebt, Ciuonzo, SalvoRossi | Elevation Angle Estimation Algorithm based on Extended Kalman Filter for Tracking Low-Angle Targets using Array Antenna | MDPI Remote Sensing, October 2021 |
| Ciuonzo, SalvoRossi, Varshney | Distributed Detection in Wireless Sensor Networks under Multiplicative Fading via Generalized Score-tests | IEEE Internet of Things Journal, June 2021 |
| Tabella, Paltrinieri, Cozzani, SalvoRossi | Wireless Sensor Networks for Detection and Localization of Subsea Oil Leakages | IEEE Sensors Journal, May 2021 |
| Zhu, Dong, SalvoRossi, Landrø | Feature Selection Based on Principal Component Analysis for Underwater Source Localization by Deep Learning | MDPI Remote Sensing, April 2021 |
| Baraimpalli, Ustolin, Ciuonzo, SalvoRossi | Digital Moka: Small-Scale Condition Monitoring in Process Engineering | IEEE Sensors Letters, March 2021 |
| Darvishi, Ciuonzo, Eide, SalvoRossi | Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture | IEEE Sensors Journal, February 2021 |
| Ciuonzo, Javadi, Mohammadi, SalvoRossi | Bandwidth-constrained Decentralized Detection of an Unknown Vector Signal via Multisensor Fusion | IEEE Transactions on Signal and Information Processing over Networks, November 2020 |
| Song, SalvoRossi, Khan, Paltrinieri, BahooToroody | Model-based Information Fusion Investigation on Fault Isolation of Subsea Systems Considering the Interaction among Subsystems and Sensors | ELSEVIER Journal of Loss Prevention in the Process Industries, September 2020 |
| Tabella, Paltrinieri, Cozzani, SalvoRossi | Subsea Oil Spill Risk Management Based on Sensor Networks | AIDIC Chemical Engineering Transactions, September 2020 |
| Dey, SalvoRossi, Butt, Marchetti | Experimental Analysis of Wideband Spectrum Sensing Networks using Massive MIMO Testbed | IEEE Transactions on Communications, September 2020 |
| Dey, Ciuonzo, SalvoRossi | Wideband Collaborative Spectrum Sensing using Massive MIMO Decision Fusion | IEEE Transactions on Wireless Communications, August 2020 |
| Cheng, Ciuonzo, SalvoRossi | Multi-bit Decentralized Detection through Fusing Smart and Dumb Sensors based on Rao Test | IEEE Transactions on Aerospace and Electronic Systems, April 2020 |
| Bucelli, Utne, SalvoRossi, Paltrinieri | A System Engineering Approach to Subsea Spill Risk Management | ELSEVIER Safety Science, March 2020 |
Conference Proceedings
| Belay, Rasheed, SalvoRossi | Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
April 2025 (Hyderabad, India) |
| Belay, Rasheed, SalvoRossi | Digital Twin-Based Federated Transfer Learning for Anomaly Detection in Industrial IoT | IEEE Symposium Series on Computational Intelligence (SSCI)
March 2025 (Trondheim, Norway) |
| Belay, Rasheed, SalvoRossi | Digital Twin Knowledge Distillation for Federated Semi-Supervised Industrial IoT DDoS Detection | IEEE Symposium Series on Computational Intelligence (SSCI)
March 2025 (Trondheim, Norway) |
| Shaheen, Chawla, Uilhoorn, SalvoRossi | Hybrid Technique for Sensor Fault Diagnosis in Natural-Gas Pipelines | IEEE Sensors Conference
November 2024 (Kobe, Japan) |
| Shaheen, Chawla, Uilhoorn, SalvoRossi | Partial-Distributed Filtering for Fault Detection, Isolation and Accommodation in Natural-Gas Pipelines | International Conference on Information Fusion (FUSION)
July 2024 (Venice, Italy) |
| Hasan, SalvoRossi | Joint Sensor and Actuator Fault Diagnosis for Autonomous Ships | IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles (CAMS)
September 2024 (Blacksburg, VA, US) |
| Elias, Dehls, SalvoRossi | Graph-Based Anomaly Detection and Localization in INSAR Data | IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
July 2024 (Athens, Greece) |
| Belay, Rasheed, SalvoRossi | Self-Supervised Modular Architecture for Multi-Sensor Anomaly Detection and Localization | IEEE International Conference on Artificial Intelligence (CAI)
June 2024 (Marina Bay, Singapore) |
| Shaheen, Chawla, Uilhoorn, SalvoRossi | Model-Based Sensor-Fault Detection and Isolation in Natural-Gas Pipelines for Transient Flow | IEEE Sensors Conference
November 2023 (Vienna, Austria) |
| Chawla, Ciuonzo, SalvoRossi | Sparse Bayesian Learning Assisted Decision Fusion in Millimeter Wave Massive MIMO Sensor Networks | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
June 2023 (Rhodes Island, Greece) |
| Ciuonzo, Chawla, SalvoRossi | Non-cooperative Distributed Detection via Federated Sensor Networks | IEEE Radar Conference
May 2023 (San Antonio, TX, US) |
| Darvishi, Ciuonzo, SalvoRossi | Exploring a Modular Architecture for Sensor Validation in Digital Twins | IEEE Sensors Conference
November 2022 (Dallas, TX, US) |
| Espe, Andersen, SalvoRossi, Kraemer, Mathisen | An Analysis of Design Parameters for Energy Management of Wireless Sensor Devices | IEEE International Conference on Industrial Technology (ICIT)
August 2022 (Shanghai, China) |
| Tabella, Di Martino, Ciuonzo, Paltrinieri, Wang, SalvoRossi | Sensor Fusion for Detection and Localization of Carbon Dioxide Releases for Industry 4.0 | International Conference on Information Fusion (FUSION)
July 2022 (Linköping, Sweden) |
| Cheema, Siddiqui, SalvoRossi | Comparison of Different Classifiers for Early Meal Detection Using Abdominal Sounds | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)
June 2022 (Trondheim, Norway) |
| Mudkey, Ciuonzo, Zappone, SalvoRossi | Wireless Inference Gets Smarter: RIS-assisted Channel-Aware MIMO Decision Fusion | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)
June 2022 (Trondheim, Norway) |
| Talebi, Darvishi, Werner, SalvoRossi | Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)
June 2022 (Trondheim, Norway) |
| Tabella, Di Martino, Ciuonzo, Paltrinieri, Wang, SalvoRossi | Decision Fusion for Carbon Dioxide Release Detection from Pressure Relief Devices | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)
June 2022 (Trondheim, Norway) |
| Darvishi, Ciuonzo, SalvoRossi | Real-Time Sensor Fault Detection, Isolation and Accommodation for Industrial Digital Twins | IEEE International Conference on Networking, Sensing and Control (ICNSC)
December 2021 (Xiamen, China) |
| Tabella, Ciuonzo, Paltrinieri, SalvoRossi | Spatio-Temporal Decision Fusion for Quickest Fault Detection Within Industrial Plants: The Oil and Gas Scenario | International Conference on Information Fusion (FUSION)
November 2021 (Sun City, South Africa) |
| Zhu, Dong, SalvoRossi, Landrø | Self-Supervised Underwater Source Localization Based on Contrastive Predictive Coding | IEEE Sensors Conference
October 2021 (Sydney, Australia) |
| Pacevicious, Paltrinieri, Thieme, SalvoRossi | Addressing the Importance of Data Veracity During Data Acquisition for Risk Assessment Processes | Annual Reliability and Maintainability Symposium (RAMS)
January 2021, (Orlando FL, US) |
| Paltrinieri, Patriarca, Pacevicius, SalvoRossi | Lessons from Past Hazardous Events: Data Analytics for Severity Prediction | ESRA European Safety and Reliability Conference
November 2020, (Venice, Italy) |
| Ciuonzo, SalvoRossi | Channel-Aware Decision Fusion with Rao Test for Multisensor Fusion | International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS)
October 2020 (Chennai, India) |
| Darvishi, Ciuonzo, Eide, SalvoRossi | A Data-Driven Architecture for Sensor Validation Based on Neural Networks | IEEE Sensors Conference
October 2020 (Rotterdam, The Netherlands) |
| Tabella, Paltrinieri, Cozzani, SalvoRossi | Data Fusion for Subsea Oil Spill Detection Through Wireless Sensor Networks | IEEE Sensors Conference
October 2020 (Rotterdam, The Netherlands) |
| Cheng, Ciuonzo, SalvoRossi, Wang, Shii | Multi-bit Decentralized Detection of a Non-cooperative Moving Target Through a Generalized Rao Test | IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)
June 2020 (Hangzhou, China) |