You can also find my articles on my Google Scholar profile.
Lelio Campanile, Luigi Di, Mauro Iacono, Francesco Di, "Prediction of chemical plants operating performances: a machine learning approach." Proceedings - European Council for Modelling and Simulation, ECMS, 2023.
Lelio Campanile, Maria De, Roberta De, Michele Di, Fiammetta Marulli, Laura Verde, "Merging Model-Based and Data-Driven Approaches for Resilient Systems Digital Twins Design." Proceedings of the 2023 IEEE International Conference on Cyber Security and Resilience, CSR 2023, 2023.
Luigi Di, Lelio Campanile, Erasmo Napolitano, Mauro Iacono, Alberto Portolano, Francesco Di, "Analysis of a marine scrubber operation with a combined analytical/AI-based method." Chemical Engineering Research and Design, 2023.
Andrea Bobbio, Lelio Campanile, Marco Gribaudo, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, "A cyber warfare perspective on risks related to health IoT devices and contact tracing." Neural Computing and Applications, 2023.
Stefano Marrone, Lelio Campanile, Roberta De, Michele Di, Ugo Gentile, Fiammetta Marulli, Laura Verde, "A Petri net oriented approach for advanced building energy management systems." Journal of Ambient Intelligence and Smart Environments, 2023.
Lelio Campanile, Luigi Di, Marco Gribaudo, Mauro Iacono, "A Domain Specific Language for the Design of Artificial Intelligence Applications for Process Engineering." Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 2023.
Lelio Campanile, Mauro Iacono, Michele Mastroianni, "Towards privacy-aware software design in small and medium enterprises." Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, 2022.
Laura Verde, Lelio Campanile, Fiammetta Marulli, Stefano Marrone, "Speech-based Evaluation of Emotions-Depression Correlation." Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, 2022.
Lelio Campanile, Maria Biase, Stefano Marrone, Fiammetta Marulli, Mariapia Raimondo, Laura Verde, "Sensitive Information Detection Adopting Named Entity Recognition: A Proposed Methodology." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022.
Lelio Campanile, Maria Biase, Stefano Marrone, Mariapia Raimondo, Laura Verde, "On the Evaluation of BDD Requirements with Text-based Metrics: The ETCS-L3 Case Study." Smart Innovation, Systems and Technologies, 2022.
Lelio Campanile, Fabio Forgione, Michele Mastroianni, Gianfranco Palmiero, Carlo Sanghez, "Evaluating the Impact of Data Anonymization in a Machine Learning Application." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022.
Lelio Campanile, Stefano Marrone, Fiammetta Marulli, Laura Verde, "Challenges and trends in federated learning for well-being and healthcare." Procedia Computer Science, 2022.
Lelio Campanile, Mario Cesarano, Gianfranco Palmiero, Carlo Sanghez, "Break the Fake: A Technical Report on Browsing Behavior During the Pandemic." Smart Innovation, Systems and Technologies, 2022.
Fiammetta Marulli, Laura Verde, Stefano Marrore, Lelio Campanile, "A Federated Consensus-Based Model for Enhancing Fake News and Misleading Information Debunking." Smart Innovation, Systems and Technologies, 2022.
Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Marco Gribaudo, Michele Mastroianni, "A DSL-based modeling approach for energy harvesting IoT/WSN." Proceedings - European Council for Modelling and Simulation, ECMS, 2022.
Lelio Campanile, Pasquale Cantiello, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, "Risk Analysis of a GDPR-Compliant Deletion Technique for Consortium Blockchains Based on Pseudonymization." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021.
Lelio Campanile, Mauro Iacono, Alexander Levis, Fiammetta Marulli, Michele Mastroianni, "Privacy regulations, smart roads, blockchain, and liability insurance: Putting technologies to work." IEEE Security and Privacy, 2021.
Enrico Barbierato, Lelio Campanile, Marco Gribaudo, Mauro Iacono, Michele Mastroianni, Stefania Nacchia, "Performance evaluation for the design of a hybrid cloud based distance synchronous and asynchronous learning architecture." Simulation Modelling Practice and Theory, 2021.
Lelio Campanile, Fiammetta Marulli, Michele Mastroianni, Gianfranco Palmiero, Carlo Sanghez, "Machine Learning-aided Automatic Calibration of Smart Thermal Cameras for Health Monitoring Applications." International Conference on Internet of Things, Big Data and Security, IoTBDS - Proceedings, 2021.
Lelio Campanile, Marco Gribaudo, Mauro Iacono, Michele Mastroianni, "Hybrid Simulation of Energy Management in IoT Edge Computing Surveillance Systems." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021.
Fiammetta Marulli, Laura Verde, Lelio Campanile, "Exploring data and model poisoning attacks to deep learning-based NLP systems." Procedia Computer Science, 2021.
Fiammetta Marulli, Antonio Balzanella, Lelio Campanile, Mauro Iacono, Michele Mastroianni, "Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources." Proceedings of the International Joint Conference on Neural Networks, 2021.
Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, "Designing a GDPR compliant blockchain-based IoV distributed information tracking system." Information Processing & Management, 2021.
Lelio Campanile, Fabio Forgione, Fiammetta Marulli, Gianfranco Palmiero, Carlo Sanghez, "Dataset Anonimyzation for Machine Learning: An ISP Case Study." Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021.
Lelio Campanile, Pasquale Cantiello, Mauro Iacono, Roberta Lotito, Fiammetta Marulli, Michele Mastroianni, "Applying Machine Learning to Weather and Pollution Data Analysis for a Better Management of Local Areas: The Case of Napoli, Italy." International Conference on Internet of Things, Big Data and Security, IoTBDS - Proceedings, 2021.
Lelio Campanile, Mauro Iacono, Fabio Martinelli, Fiammetta Marulli, Michele Mastroianni, Francesco Mercaldo, Antonella Santone, "Towards the Use of Generative Adversarial Neural Networks to Attack Online Resources." Advances in Intelligent Systems and Computing, 2020.
Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, Nicola Mazzocca, "Toward a Fuzzy-based Approach for Computational Load Offloading of IoT Devices.." J. Univers. Comput. Sci., 2020.
Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, "Privacy regulations challenges on data-centric and iot systems: A case study for smart vehicles." IoTBDS 2020 - Proceedings of the 5th International Conference on Internet of Things, Big Data and Security, 2020.
Lelio Campanile, Marco Gribaudo, Mauro Iacono, Michele Mastroianni, "Performance evaluation of a fog WSN infrastructure for emergency management." Simulation Modelling Practice and Theory, 2020.
Lelio Campanile, Mauro Iacono, Stefano Marrone, Michele Mastroianni, "On performance evaluation of security monitoring in multitenant cloud applications." Electronic Notes in Theoretical Computer Science, 2020.
Lelio Campanile, Marco Gribaudo, Mauro Iacono, Michele Mastroianni, "Modelling performances of an autonomic router running under attack." International Journal of Embedded Systems, 2020.
Giuseppe Mainenti, Lelio Campanile, Fiammetta Marulli, Carlo Ricciardi, Antonio Valente, "Machine learning approaches for diabetes classification: Perspectives to artificial intelligence methods updating." IoTBDS 2020 - Proceedings of the 5th International Conference on Internet of Things, Big Data and Security, 2020.
Lelio Campanile, Marco Gribaudo, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, "Computer network simulation with ns-3: A systematic literature review." Electronics, 2020.
Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, "A simulation study on a WSN for emergency management." Proceedings - European Council for Modelling and Simulation, ECMS, 2020.
Carlo Abate, Lelio Campanile, Stefano Marrone, "A flexible simulation-based framework for model-based/data-driven dependability evaluation." Proceedings - 2020 IEEE 31st International Symposium on Software Reliability Engineering Workshops, ISSREW 2020, 2020.
Lelio Campanile, Mauro Iacono, Roberta Lotito, Michele Mastroianni, "A WSN Energy-Aware approach for air pollution monitoring in waste treatment facility site: A case study for landfill monitoring odour." IoTBDS 2020 - Proceedings of the 5th International Conference on Internet of Things, Big Data and Security, 2020.
Lelio Campanile, Mauro Iacono, Marco Gribaudo, Michele Mastroianni, "Quantitative modeling of the behaviour of an autonomic router." ACM International Conference Proceeding Series, 2019.
Marco Gribaudo, Lelio Campanile, Mauro Iacono, Michele Mastroianni, "Performance modeling and analysis of an autonomic router." Proceedings - European Council for Modelling and Simulation, ECMS, 2019.