Francesco Flammini

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 67

Top Venues

IEEE Access

CSR

CoRR

Discov. Artif. Intell.

Publications

S. Nirmala Devi, Rajesh Natarajan, Harinahalli Lokesh Gururaj, Francesco Flammini, Badria Sulaiman Alfurhood, Sujatha Krishna
Ridge Regressive Data Preprocessed Quantum Deep Belief Neural Network for Effective Trajectory Planning in Autonomous Vehicles. Complex. 2024 (2024)
Franca Corradini, Carlo Grigioni, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
Experimental Evaluation of Road-Crossing Decisions by Autonomous Wheelchairs against Environmental Factors. CoRR (2024)
Mauro José Pappaterra, María Lucía Pappaterra, Francesco Flammini
A study on the application of convolutional neural networks for the maintenance of railway tracks. Discov. Artif. Intell. 4 (1) (2024)
Francesco Flammini, Cristina Alcaraz
Guest Editorial Navigating the Nexus of Cyber Security and Resilience. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Francesco Flammini, Cristina Alcaraz, Emanuele Bellini, Stefano Marrone, Javier López, Andrea Bondavalli
Towards Trustworthy Autonomous Systems: Taxonomies and Future Perspectives. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Carlo Grigioni, Franca Corradini, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
Safe Road-Crossing by Autonomous Wheelchairs: a Novel Dataset and its Experimental Evaluation. CoRR (2024)
Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters. CoRR (2024)
Maryam Zahid, Alessio Bucaioni, Francesco Flammini
Model-based Trustworthiness Evaluation of Autonomous Cyber-Physical Production Systems: A Systematic Mapping Study. ACM Comput. Surv. 56 (6) (2024)
Rajesh Natarajan, Christodoss Prasanna Ranjith, M. Syed Khaja Mohideen, H. L. Gururaj, Francesco Flammini, N. Thangarasu
Utilizing a machine learning algorithm to choose a significant traffic identification system. Int. J. Inf. Manag. Data Insights 4 (1) (2024)
Giuseppe D'Aniello, Matteo Gaeta, Francesco Flammini, Giancarlo Fortino
Situation Awareness in the Cloud-Edge Continuum. AINA (5) (2024)
Maryam Zahid, Alessio Bucaioni, Francesco Flammini
Trustworthiness-Related Risks in Autonomous Cyber-Physical Production Systems - A Survey. CSR (2023)
H. L. Gururaj, N. Manju, A. Nagarjun, V. N. Manjunath Aradhya, Francesco Flammini
DeepSkin: A Deep Learning Approach for Skin Cancer Classification. IEEE Access 11 (2023)
Francesco Flammini
Distance education boosting interdisciplinarity and internationalization: an experience report from "Ethics, Law and Privacy in Data and Analytics" at SUPSI. HCAIep (2023)
Lorenzo De Donato, Stefano Marrone, Francesco Flammini, Carlo Sansone, Valeria Vittorini, Roberto Nardone, Claudio Mazzariello, Frédéric Bernaudin
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Alessandra De Benedictis, Francesco Flammini, Nicola Mazzocca, Alessandra Somma, Francesco Vitale
Digital Twins for Anomaly Detection in the Industrial Internet of Things: Conceptual Architecture and Proof-of-Concept. IEEE Trans. Ind. Informatics 19 (12) (2023)
Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini
Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition. COMPSAC (2023)
Subaselvi Sundarraj, R. Vijaya Kumar Reddy, Mahesh Babu Basam, Harinahalli Lokesh Gururaj, Francesco Flammini, Rajesh Natarajan
Route Planning for an Autonomous Robotic Vehicle Employing a Weight-Controlled Particle Swarm-Optimized Dijkstra Algorithm. IEEE Access 11 (2023)
Franca Corradini, Francesco Flammini, Alessandro Antonucci
Probabilistic Modelling for Trustworthy Artificial Intelligence in Drone-Supported Autonomous Wheelchairs. TAS (2023)
M. P. Priya, C. K. Roopa, B. S. Harish, Francesco Flammini
Spatial Kernel Fuzzy Clustering Methods for Microarray Image Spot Segmentation. IEEE Access 11 (2023)
Luca Faramondi, Francesco Flammini, Simone Guarino, Roberto Setola
Evaluating Machine Learning Approaches for Cyber and Physical Anomalies in SCADA Systems. CSR (2023)
Rajesh Natarajan, Santosh Reddy P, S. Subash Chandra Bose, H. L. Gururaj, Francesco Flammini, Shanmugapriya Velmurugan
Fault detection and state estimation in robotic automatic control using machine learning. Array 19 (2023)
S. Subash Chandra Bose, Badria Sulaiman Alfurhood, Harinahalli Lokesh Gururaj, Francesco Flammini, Rajesh Natarajan, Sheela Shankarappa Jaya
Decision Fault Tree Learning and Differential Lyapunov Optimal Control for Path Tracking. Entropy 25 (3) (2023)
Jaspreet Singh Bajaj, Naveen Kumar, Rajesh Kumar Kaushal, H. L. Gururaj, Francesco Flammini, Rajesh Natarajan
System and Method for Driver Drowsiness Detection Using Behavioral and Sensor-Based Physiological Measures. Sensors 23 (3) (2023)
Lorenzo De Donato, Ruth Dirnfeld, Alessandra Somma, Alessandra De Benedictis, Francesco Flammini, Stefano Marrone, Mehdi Saman Azari, Valeria Vittorini
Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture. J. Reliab. Intell. Environ. 9 (3) (2023)
P. V. Kumaraguru, Vidyavathi Kamalakkannan, Harinahalli Lokesh Gururaj, Francesco Flammini, Badria Sulaiman Alfurhood, Rajesh Natarajan
Hessian Distributed Ant Optimized Perron-Frobenius Eigen Centrality for Social Networks. ISPRS Int. J. Geo Inf. 12 (8) (2023)
Mehdi Saman Azari, Francesco Flammini, Stefania Santini, Mauro Caporuscio
A Systematic Literature Review on Transfer Learning for Predictive Maintenance in Industry 4.0. IEEE Access 11 (2023)
Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini
Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition. ISPEC (2023)
Mauro José Pappaterra, Francesco Flammini
A Review of Intelligent Infrastructure Surveillance to Support Safe Autonomy in Smart-Railways. ITSC (2023)
Luca Faramondi, Francesco Flammini, Simone Guarino, Roberto Setola
A hybrid behavior- and Bayesian network-based framework for cyber-physical anomaly detection. Comput. Electr. Eng. 112 (2023)
H. L. Gururaj, Rajesh Natarajan, Nouf Abdullah Almujally, Francesco Flammini, Sujatha Krishna, Shashi Kant Gupta
Collaborative Energy-Efficient Routing Protocol for Sustainable Communication in 5G/6G Wireless Sensor Networks. IEEE Open J. Commun. Soc. 4 (2023)
Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition. FedCSIS (2023)
Lorenzo De Donato, Francesco Flammini, Stefano Marrone, Claudio Mazzariello, Roberto Nardone, Carlo Sansone, Valeria Vittorini
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance. IEEE Access 10 (2022)
Mohith C. Shekar, Harinahalli Lokesh Gururaj, Francesco Flammini
Securing personal identity using blockchain. Int. J. Crit. Comput. Based Syst. 10 (3) (2022)
Dhanalakshmi Bettahalli Kengegowda, Srikantaiah Kamidoddi Chowdaiah, Harinahalli Lokesh Gururaj, Francesco Flammini
Classification and Merging Techniques to Reduce Brokerage Using Multi-Objective Optimization. Algorithms 15 (2) (2022)
Roberto Canonico, Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini
Automatic Generation of Domain-Aware Control Plane Logic for Software Defined Railway Communication Networks. ISoLA (4) (2022)
Saeed Rajabi, Mehdi Saman Azari, Stefania Santini, Francesco Flammini
Fault diagnosis in industrial rotating equipment based on permutation entropy, signal processing and multi-output neuro-fuzzy classifier. Expert Syst. Appl. 206 (2022)
Gururaj H. L., Prithwijit Mitra, Soumyadip Koner, Sauvik Bal, Francesco Flammini, Janhavi V., Ravi Kumar V.
Prediction of Phishing Websites Using AI Techniques. Int. J. Inf. Secur. Priv. 16 (1) (2022)
Francesco Flammini, Lorenzo De Donato, Alessandro Fantechi, Valeria Vittorini
A Vision of Intelligent Train Control. RSSRail (2022)
Gururaj H. L, Nydile M. N, Francesco Flammini, Vidyashree K. P, Soundarya B. C
Analysis of Finger Vein Recognition using Deep Learning Techniques: Finger Vein Recognition. ICMLT (2022)
Mehdi Saman Azari, Francesco Flammini, Stefania Santini
Improving Resilience in Cyber-Physical Systems based on Transfer Learning. CSR (2022)
Nikola Besinovic, Lorenzo De Donato, Francesco Flammini, Rob M. P. Goverde, Zhiyuan Lin, Ronghui Liu, Stefano Marrone, Roberto Nardone, Tianli Tang, Valeria Vittorini
Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Francesco Flammini, Stefano Marrone, Lei Chen
Formal Modelling and Optimal Traffic Management for Future Railways. ERCIM News 2022 (129) (2022)
N. Manju, C. M. Samiha, S. P. Pavan Kumar, Harinahalli Lokesh Gururaj, Francesco Flammini
Prediction of Aptamer Protein Interaction Using Random Forest Algorithm. IEEE Access 10 (2022)
Ruth Dirnfeld, Lorenzo De Donato, Francesco Flammini, Mehdi Saman Azari, Valeria Vittorini
Railway Digital Twins and Artificial Intelligence: Challenges and Design Guidelines. EDCC Workshops (2022)
Harinahalli Lokesh Gururaj, H. Lakshmi, Soundarya B. C, Francesco Flammini, Janhavi V
Machine Learning-Based Approach for Fake News Detection. J. ICT Stand. 10 (4) (2022)
C. D. Divya, H. L. Gururaj, R. Rohan, V. Bhagyalakshmi, H. A. Rashmi, A. Domnick, Francesco Flammini
An efficient machine learning approach to nephrology through iris recognition. Discov. Artif. Intell. 1 (1) (2021)
Luca Faramondi, Francesco Flammini, Simone Guarino, Roberto Setola
A Hardware-in-the-Loop Water Distribution Testbed Dataset for Cyber-Physical Security Testing. IEEE Access 9 (2021)
H. L. Gururaj, Francesco Flammini, H. A. Chaya Kumari, G. R. Puneeth, B. R. Sunil Kumar
Classification of drugs based on mechanism of action using machine learning techniques. Discov. Artif. Intell. 1 (1) (2021)
Emanuele Bellini, Franco Bagnoli, Mauro Caporuscio, Ernesto Damiani, Francesco Flammini, Igor Linkov, Pietro Liò, Stefano Marrone
Resilience learning through self adaptation in digital twins of human-cyber-physical systems. CSR (2021)
Nijat Rajabli, Francesco Flammini, Roberto Nardone, Valeria Vittorini
Software Verification and Validation of Safe Autonomous Cars: A Systematic Literature Review. IEEE Access 9 (2021)
Paola Perrone, Francesco Flammini, Roberto Setola
Machine Learning for Threat Recognition in Critical Cyber-Physical Systems. CSR (2021)
Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini
Compositional modeling of railway Virtual Coupling with Stochastic Activity Networks. Formal Aspects Comput. 33 (6) (2021)
Danny Weyns, Jesper Andersson, Mauro Caporuscio, Francesco Flammini, Andreas Kerren, Welf Löwe
A Research Agenda for Smarter Cyber-Physical Systems. J. Integr. Des. Process. Sci. 25 (2) (2021)
S. Amirhossein Mousavi, Donya Azizi Babani, Francesco Flammini
Obstacles in Fully Automatic Program Repair: A survey. CoRR (2020)
Francesco Flammini, Stefano Marrone, Roberto Nardone, Mauro Caporuscio, Mirko D'Angelo
Safety integrity through self-adaptation for multi-sensor event detection: Methodology and case-study. Future Gener. Comput. Syst. 112 (2020)
Carlo Di Meo, Marco Di Vaio, Francesco Flammini, Roberto Nardone, Stefania Santini, Valeria Vittorini
ERTMS/ETCS Virtual Coupling: Proof of Concept and Numerical Analysis. IEEE Trans. Intell. Transp. Syst. 21 (6) (2020)
Ruth Dirnfeld, Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini
Low-Power Wide-Area Networks in Intelligent Transportation: Review and Opportunities for Smart-Railways. ITSC (2020)
Francesco Flammini, Valeria Vittorini, Zhiyuan Lin
Roadmaps for AI Integration in the Rail Sector - RAILS. ERCIM News 2020 (121) (2020)
Alessio Bucaioni, Francesco Flammini, Mats Ahlskog
Towards Model-Based Performability Evaluation of Production Systems. ETFA (2020)
Francesco Flammini, Andrea Gaglione, Daniel Tokody, Dalihor Dohrilovic
LoRa WAN Roaming for Intelligent Shipment Tracking. GCAIoT (2020)
Mauro Caporuscio, Francesco Flammini, Narges Khakpour, Prasannjeet Singh, Johan Thornadtsson
Smart-troubleshooting connected devices: Concept, challenges and opportunities. Future Gener. Comput. Syst. 111 (2020)
Mehdi Saman Azari, Francesco Flammini, Mauro Caporuscio, Stefania Santini
Data-Driven Fault Diagnosis of Once-through Benson Boilers. ICSRS (2019)
Mauro José Pappaterra, Francesco Flammini
A Review of Intelligent Cybersecurity with Bayesian Networks. SMC (2019)
Giacomo Assenza, Valerio Cozzani, Francesco Flammini, Nadezhda Gotcheva, Tommy Gustafsson, Anders Hansson, Jouko Heikkilä, Matteo Iaiani, Sokratis K. Katsikas, Minna Nissilä, Gabriele Oliva, Eleni Richter, Maaike Roelofs, Mehdi Saman Azari, Roberto Setola, Wouter Stejin, Alessandro Tugnoli, Dolf Vanderbeek, Lars Westerdahl, Marja Ylönen, Heather Young
White Paper on Industry Experiences in Critical Information Infrastructure Security: A Special Session at CRITIS 2019. CRITIS (2019)
Francesco Delli Priscoli, Alessandro Di Giorgio, Mariana Esposito, Andrea Fiaschetti, Francesco Flammini, Silvano Mignanti, Concetta Pragliola
Ensuring cyber-security in smart railway surveillance with SHIELD. Int. J. Crit. Comput. Based Syst. 7 (2) (2017)
Francesco Flammini, Riccardo Naddei, Concetta Pragliola, Giovanni Smarra
Towards Automated Drone Surveillance in Railways: State-of-the-Art and Future Directions. ACIVS (2016)
Frédéric Lang, Francesco Flammini
Preface to the special issue on Formal Methods for Industrial Critical Systems (FMICS'2014). Sci. Comput. Program. 118 (2016)
Laura Carnevali, Francesco Flammini, Marco Paolieri, Enrico Vicario
Non-Markovian Performability Evaluation of ERTMS/ETCS Level 3. EPEW (2015)
Stefano Marrone, Ricardo J. Rodríguez, Roberto Nardone, Francesco Flammini, Valeria Vittorini
On synergies of cyber and physical security modelling in vulnerability assessment of railway systems. Comput. Electr. Eng. 47 (2015)
Francesco Flammini, Ugo Gentile, Stefano Marrone, Roberto Nardone, Valeria Vittorini
A Petri Net Pattern-Oriented Approach for the Design of Physical Protection Systems. SAFECOMP (2014)
Stefano Marrone, Francesco Flammini, Nicola Mazzocca, Roberto Nardone, Valeria Vittorini
Towards Model-Driven V&V assessment of railway control systems. Int. J. Softw. Tools Technol. Transf. 16 (6) (2014)
Alessandro Fantechi, Francesco Flammini, Stefania Gnesi
Formal methods for railway control systems. Int. J. Softw. Tools Technol. Transf. 16 (6) (2014)
Francesco Flammini, Nicola Mazzocca, Antonio Orazzo
Automatic instantiation of abstract tests on specific configurations for large critical control systems CoRR (2013)
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Alfio Pappalardo, Concetta Pragliola, Valeria Vittorini
Trustworthiness Evaluation of Multi-sensor Situation Recognition in Transit Surveillance Scenarios. CD-ARES Workshops (2013)
Francesco Flammini, Valeria Vittorini
SAFECOMP'11 post-conference special issue. Reliab. Eng. Syst. Saf. 120 (2013)
Simona Bernardi, Francesco Flammini, Stefano Marrone, Nicola Mazzocca, José Merseguer, Roberto Nardone, Valeria Vittorini
Enabling the usage of UML in the verification of railway systems: The DAM-rail approach. Reliab. Eng. Syst. Saf. 120 (2013)
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
A new modeling approach to the safety evaluation of N-modular redundant computer systems in presence of imperfect maintenance CoRR (2013)
Francesco Buemi, Mariana Esposito, Francesco Flammini, Nicola Mazzocca, Concetta Pragliola, Marcella Spirito
Empty Vehicle Detection with Video Analytics. ICIAP (2) (2013)
Valentina Casola, Mariana Esposito, Francesco Flammini, Nicola Mazzocca, Concetta Pragliola
Performance Evaluation of Video Analytics for Surveillance On-Board Trains. ACIVS (2013)
Mariana Esposito, Andrea Fiaschetti, Francesco Flammini
The New SHIELD Architectural Framework. ERCIM News 2013 (93) (2013)
Giovanni Garibotto, Pierpaolo Murrieri, Alessandro Capra, Stefano De Muro, Ugo Petillo, Francesco Flammini, Mariana Esposito, Concetta Pragliola, Giuseppe Di Leo, Roald Lengu, Nadia Mazzino, Alfredo Paolillo, Michele D'Urso, Raffaele Vertucci, Fabio Narducci, Stefano Ricciardi, Andrea Casanova, Gianni Fenu, Marco De Mizio, Mario Savastano, Michele Di Capua, Alessio Ferone
White Paper on Industrial Applications of Computer Vision and Pattern Recognition. ICIAP (2) (2013)
Valentina Casola, Mariana Esposito, Nicola Mazzocca, Francesco Flammini
Freight Train monitoring: A Case-Study for the pSHIELD Project. IMIS (2012)
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Roberto Nardone, Valeria Vittorini
Model-Driven V&V Processes for Computer Based Control Systems: A Unifying Perspective. ISoLA (2) (2012)
Angelo Cozzolino, Francesco Flammini, Valentina Galli, Mariangela Lamberti, Giovanni Poggi, Concetta Pragliola
Evaluating the Effects of MJPEG Compression on Motion Tracking in Metro Railway Surveillance. ACIVS (2012)
Alessandro Fantechi, Francesco Flammini, Stefania Gnesi
Formal Methods for Intelligent Transportation Systems. ISoLA (2) (2012)
Francesco Flammini
On the use of models for the dependability and security of transit systems and infrastructures: a multi-year industrial experience report. Int. J. Crit. Comput. Based Syst. 3 (3) (2012)
Simona Bernardi, Francesco Flammini, Stefano Marrone, José Merseguer, Camilla Papa, Valeria Vittorini
Model-Driven Availability Evaluation of Railway Control Systems. SAFECOMP (2011)
Andrea Fiaschetti, Francesco Lavorato, Vincenzo Suraci, Andi Palo, Andrea Taglialatela, Andrea Morgagni, Renato Baldelli, Francesco Flammini
On the Use of Semantic Technologies to Model and Control Security, Privacy and Dependability in Complex Systems. SAFECOMP (2011)
Francesco Flammini, Concetta Pragliola, Alfio Pappalardo, Valeria Vittorini
A robust approach for on-line and off-line threat detection based on event tree similarity analysis. AVSS (2011)
Francesco Flammini, Nicola Mazzocca, Alfio Pappalardo, Concetta Pragliola, Valeria Vittorini
Augmenting Surveillance System Capabilities by Exploiting Event Correlation and Distributed Attack Detection. ARES (2011)
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
Petri Net Modelling of Physical Vulnerability. CRITIS (2011)
Francesco Flammini, Nicola Mazzocca, F. Moscato, Alfio Pappalardo, Concetta Pragliola, Valeria Vittorini
Multiformalism techniques for critical infrastructure modelling. Int. J. Syst. Syst. Eng. 2 (1) (2010)
Francesco Flammini, Andrea Gaglione, Concetta Pragliola
Model-Based Early Warning and Decision Support to Improve Infrastructure Surveillance. ERCIM News 2009 (78) (2009)
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
A new modeling approach to the safety evaluation of N-modular redundant computer systems in presence of imperfect maintenance. Reliab. Eng. Syst. Saf. 94 (9) (2009)
Giovanni Bocchetti, Francesco Flammini, Concetta Pragliola, Alfio Pappalardo
Dependable integrated surveillance systems for the physical security of metro railways. ICDSC (2009)
Francesco Flammini, Nicola Mazzocca, Antonio Orazzo
Automatic instantiation of abstract tests on specific configurations for large critical control systems. Softw. Test. Verification Reliab. 19 (2) (2009)
Francesco Flammini, Andrea Gaglione, Nicola Mazzocca, Concetta Pragliola
Quantitative Security Risk Assessment and Management for Railway Transportation Infrastructures. CRITIS (2008)
Francesco Flammini, Andrea Gaglione, Nicola Mazzocca, Vincenzo Moscato, Concetta Pragliola
Wireless Sensor Data Fusion for Critical Infrastructure Security. CISIS (2008)
Francesco Flammini, Valeria Vittorini, Nicola Mazzocca, Concetta Pragliola
A Study on Multiformalism Modeling of Critical Infrastructures. CRITIS (2008)
Francesco Flammini, Nicola Mazzocca, Valeria Vittorini
New Paradigms and Tools for High-Assurance Systems Modelling. ERCIM News 2008 (75) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Francesco Flammini