Francesco Flammini

165 papers A 1B 20C 8Misc 9Journal 86Unranked 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
Architecting software monitors for control-flow anomaly detection through large language models and conformance checking.
Inf. Softw. Technol.
Francesco Vitale, Francesco Flammini, Mauro Caporuscio, Nicola Mazzocca
2026 J jnl
Hybrid knowledge-based decision support system for intrusion response in industrial cyber-physical systems.
Future Gener. Comput. Syst.
Simone Guarino, Luca Faramondi, Gabriele Oliva, Ernesto Del Prete, Francesco Flammini, Roberto Setola
2025 J jnl
A Novel Hybrid Dynamic Harris Hawks Optimized Gated Recurrent Unit Approach for Breast Cancer Prediction.
Int. J. Comput. Intell. Syst.
Rajesh Natarajan, Sujatha Krishna, H. L. Gururaj, Francesco Flammini, Badria Sulaiman Alfurhood, C. M. Naveen Kumar
2025 — conf
A Traffic Evacuation Model for Enhancing Resilience During Railway Disruption.
EDCC-C
Hangli Ge, Xiaojie Yang, Jinyu Chen, Francesco Flammini, Noboru Koshizuka
2025 J jnl
A Traffic Evacuation Model for Enhancing Resilience During Railway Disruption.
CoRR
Hangli Ge, Xiaojie Yang, Jinyu Chen, Francesco Flammini, Noboru Koshizuka
2025 — conf
A Vision for Leveraging Product Information and Log Files to Enable Smart-Troubleshooting of Heterogeneous Interconnected Devices.
ICHMS
Sania Partovian, Alessio Bucaioni, Francesco Flammini, Johan Thornadtsson
2025 — conf
An Automl Approach for the Efficient Classification of Damaged Roofs Using Fuzzy-Transform.
ICHMS
Massimo De Santo, Francesco Flammini, Rosario Gaeta, Hangli Ge, Zia Ur Rehman
2025 J jnl
Architecting software monitors for control-flow anomaly detection through large language models and conformance checking.
CoRR
Francesco Vitale, Francesco Flammini, Mauro Caporuscio, Nicola Mazzocca
2025 — conf
CPN-Based Modelling to Assess Dependability of Train-to-Train Wireless Communication for Virtual Coupling.
RSSRail
Getachew Hagos Geleta, Marion Berbineau, Simon Collart Dutilleul, Francesco Flammini
2025 J jnl
Conflict detection and resolution in IoT-Enabled railway systems using Petri nets.
J. Rail Transp. Plan. Manag.
Steffi, Sunita Kumawat, Sakshi Gupta, Francesco Flammini
2025 B conf
Cyber Situation Awareness using Network Activity Classification based on Granular Computing.
SMC
Emanuele Bellini, Giuseppe D'Aniello, Francesco Flammini, Matteo Gaeta, Damiana Iovaro
2025 — conf
Digital Twins for Trustworthy Autonomy.
DSN-W
Francesco Flammini
2025 A conf
EFU: Enforcing Federated Unlearning via Functional Encryption.
CIKM
Samaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025 J jnl
EFU: Enforcing Federated Unlearning via Functional Encryption.
CoRR
Samaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025 B conf
Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs.
IJCNN
Samaneh Mohammadi, Iraklis Symeonidis, Ali Balador, Francesco Flammini
2025 J jnl
Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs.
CoRR
Samaneh Mohammadi, Iraklis Symeonidis, Ali Balador, Francesco Flammini
2025 J jnl
EncCluster: Scalable functional encryption in federated learning through weight clustering and probabilistic filters.
Pervasive Mob. Comput.
Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025 J jnl
Guest Editorial - Artificial Intelligence and Machine Learning Strategies in Advanced Robotic Vision.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Francesco Flammini
2025 B conf
Improving Situation Awareness and Self-Adaptation in Autonomous Wheelchair-Drone Systems through Floor Surface Anomaly Detection.
SMC
Rosario Gaeta, Franca Corradini, Massimo De Santo, Francesco Flammini, Hangli Ge
2025 J jnl
Introduction to the special section on artificial intelligence in V2X communication for autonomous systems (VSI-v2x).
Comput. Electr. Eng.
Francesco Flammini, Sidi Mohammed Senouci, José Santa Lozano
2025 J jnl
Process Mining for Digital Twin Development of Industrial Cyber-Physical Systems.
IEEE Trans. Ind. Informatics
Francesco Vitale, Simone Guarino, Francesco Flammini, Luca Faramondi, Nicola Mazzocca, Roberto Setola
2025 — conf
Run-Time Monitoring of ERTMS/ETCS Control Flow by Process Mining.
RSSRail
Francesco Vitale, Tommaso Zoppi, Francesco Flammini, Nicola Mazzocca
2025 J jnl
Run-Time Monitoring of ERTMS/ETCS Control Flow by Process Mining.
CoRR
Francesco Vitale, Tommaso Zoppi, Francesco Flammini, Nicola Mazzocca
2025 J jnl
Self-adaptive fault diagnosis for unseen working conditions based on digital twins and domain generalization.
Reliab. Eng. Syst. Saf.
Mehdi Saman Azari, Stefania Santini, Farid Edrisi, Francesco Flammini
2025 B conf
Simulation of Emergency Evacuation in Large Scale Metropolitan Railway Systems for Urban Resilience.
SMC
Hangli Ge, Xiaojie Yang, Zipei Fan, Francesco Flammini, Noboru Koshizuka
2025 J jnl
Simulation of Emergency Evacuation in Large Scale Metropolitan Railway Systems for Urban Resilience.
CoRR
Hangli Ge, Xiaojie Yang, Zipei Fan, Francesco Flammini, Noboru Koshizuka
2025 J jnl
Situation Awareness for Cyber Resilience: A review.
Int. J. Crit. Infrastructure Prot.
Emanuele Bellini, Giuseppe D'Aniello, Francesco Flammini, Rosario Gaeta
2025 J jnl
Spearman and Jaccard-Based Convolutional Deep Neural Learning for Early Parkinson's Diagnosis.
Int. J. Intell. Syst.
Vinoth Murali, Rajesh Natarajan, Francesco Flammini, Badria Sulaiman Alfurhood, C. M. Naveen Kumar, Sowmya V. L
2025 J jnl
TaintSentinel: Path-Level Randomness Vulnerability Detection for Ethereum Smart Contracts.
CoRR
Hadis Rezaei, Ahmed Afif Monrat, Karl Andersson, Francesco Flammini
2025 — conf
TeenTrust‑AI: A Structured Educational Framework for Empowering Teenagers to Evaluate Trustworthiness of AI.
edu4AI@ECAI
Sandra Mitrovic, Manuel Striani, Francesco Flammini
2025 B conf
Towards Autonomic and Trustworthy Wheelchair-Drone Systems Through Run-Time Monitoring for Data-Driven Self-Healing.
IEEE Big Data
Francesco Flammini
2025 J jnl
Towards explainable decision support using hybrid neural models for logistic terminal automation.
CoRR
Riccardo D'Elia, Alberto Termine, Francesco Flammini
2025 J jnl
Web Security in the Digital Age: Artificial Intelligence Solution for Malicious Website Classification.
Int. J. Web Inf. Syst.
Sujatha Krishna, Rajesh Natarajan, Francesco Flammini, Badria Sulaiman Alfurhood, Janhavi V., Shashi Kant Gupta
2024 J jnl
A Comprehensive Review of Face Recognition Techniques, Trends, and Challenges.
IEEE Access
H. L. Gururaj, Soundarya B. C, S. Priya, Shreyas J., Francesco Flammini
2024 J jnl
A Novel Hybrid Symbolic Fuzzy Interval-Based Clustering Approach for Microarray Image Spot Segmentation.
IEEE Access
C. K. Roopa, B. S. Harish, M. P. Priya, Francesco Flammini
2024 J jnl
A study on the application of convolutional neural networks for the maintenance of railway tracks.
Discov. Artif. Intell.
Mauro José Pappaterra, María Lucía Pappaterra, Francesco Flammini
2024 — conf
An Analysis of Car Price Prediction using Machine Learning.
ICMLT
Parth Bhatnagar, Harinahalli Lokesh Gururaj, Shreyas J., Francesco Flammini, Shivansh Gautam
2024 J jnl
Analysis of Log Files to Enable Smart-Troubleshooting in Industry 4.0: A Systematic Mapping Study.
IEEE Access
Sania Partovian, Alessio Bucaioni, Francesco Flammini, Johan Thornadtsson
2024 J jnl
Balancing privacy and performance in federated learning: A systematic literature review on methods and metrics.
J. Parallel Distributed Comput.
Samaneh Mohammadi, Ali Balador, Sima Sinaei, Francesco Flammini
2024 J jnl
Blockchain-Based Piecewise Regressive Kupyna Cryptography for Secure Cloud Services.
IET Inf. Secur.
Selvakumar Shanmugam, Rajesh Natarajan, H. L. Gururaj, Francesco Flammini, Badria Sulaiman Alfurhood, Anitha Premkumar
2024 Misc conf
Cybersecurity for Safety: Risk Assessment of Autonomous Cyber-Physical Systems.
CSR
Stefano Perone, Luca Faramondi, Simone Guarino, Roberto Setola, Martina Nobili, Francesco Flammini, Franca Corradini
2024 B conf
Data-Driven Anomaly Detection in Smart-Railways through Self-Adaptation, Process Mining, and Digital Twins.
IEEE Big Data
Francesco Flammini
2024 J jnl
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters.
CoRR
Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2024 — conf
Experimental Evaluation of Road-Crossing Decisions by Autonomous Wheelchairs Against Environmental Factors.
INTSYS
Franca Corradini, Carlo Grigioni, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024 J jnl
Experimental Evaluation of Road-Crossing Decisions by Autonomous Wheelchairs against Environmental Factors.
CoRR
Franca Corradini, Carlo Grigioni, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024 J jnl
Guest Editorial Navigating the Nexus of Cyber Security and Resilience.
IEEE Trans. Emerg. Top. Comput.
Francesco Flammini, Cristina Alcaraz
2024 J jnl
Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond.
Simul.
Ruth Dirnfeld, Lorenzo De Donato, Alessandra Somma, Mehdi Saman Azari, Stefano Marrone, Francesco Flammini, Valeria Vittorini
2024 J jnl
Journey tracker: driver alerting system with a deep learning approach.
Frontiers Robotics AI
N. L. Yashaswini, Vanishri Arun, B. M. Shashikala, Shyla Raj, H. Y. Vani, Francesco Flammini
2024 B conf
Leveraging GANs to Generate Synthetic Log Files for Smart-Troubleshooting in Industry 4.0.
SEAA
Sania Partovian, Francesco Flammini, Alessio Bucaioni
2024 J jnl
Model-based Trustworthiness Evaluation of Autonomous Cyber-Physical Production Systems: A Systematic Mapping Study.
ACM Comput. Surv.
Maryam Zahid, Alessio Bucaioni, Francesco Flammini
2024 Misc conf
On the ISO Compliance of Model-Based Risk Assessment for Autonomous Cyber-Physical Production Systems.
CSR
Maryam Zahid, Alessio Bucaioni, Francesco Flammini
2024 — conf
Prediction of Mobile Phone Prices using Machine Learning.
ICMLT
Parth Bhatnagar, Harinahalli Lokesh Gururaj, Shreyas J., Francesco Flammini, Disha Panwar, Shadeeksha Shree
2024 — conf
Railway Switch Control Modeling in European Train Control System Level 3.
ISoLA (5)
Francesco Flammini, Stefano Marrone, Roberto Nardone, Usman Sanwal, Cristina Seceleanu, Laura Verde, Valeria Vittorini
2024 — conf
Rating Prediction of Football Players using Machine Learning.
ICMLT
Parth Bhatnagar, Harinahalli Lokesh Gururaj, Shreyas J., Francesco Flammini
2024 J jnl
Ridge Regressive Data Preprocessed Quantum Deep Belief Neural Network for Effective Trajectory Planning in Autonomous Vehicles.
Complex.
S. Nirmala Devi, Rajesh Natarajan, Harinahalli Lokesh Gururaj, Francesco Flammini, Badria Sulaiman Alfurhood, Sujatha Krishna
2024 — conf
Safe Road-Crossing by Autonomous Wheelchairs: A Novel Dataset and Its Evaluation.
SAFECOMP (Workshops)
Carlo Grigioni, Franca Corradini, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024 J jnl
Safe Road-Crossing by Autonomous Wheelchairs: a Novel Dataset and its Experimental Evaluation.
CoRR
Carlo Grigioni, Franca Corradini, Alessandro Antonucci, Jérôme Guzzi, Francesco Flammini
2024 J jnl
Similarity Feature Construction for Semantic Sensor Ontology Integration via Light Genetic Programming.
IEEE Internet Things J.
Xingsi Xue, Achyut Shankar, Francesco Flammini, Mazdak Zamani
2024 — conf
Situation Awareness in the Cloud-Edge Continuum.
AINA (5)
Giuseppe D'Aniello, Matteo Gaeta, Francesco Flammini, Giancarlo Fortino
2024 J jnl
Towards Trustworthy Autonomous Systems: Taxonomies and Future Perspectives.
IEEE Trans. Emerg. Top. Comput.
Francesco Flammini, Cristina Alcaraz, Emanuele Bellini, Stefano Marrone, Javier López, Andrea Bondavalli
2024 J jnl
Utilizing a machine learning algorithm to choose a significant traffic identification system.
Int. J. Inf. Manag. Data Insights
Rajesh Natarajan, Christodoss Prasanna Ranjith, M. Syed Khaja Mohideen, H. L. Gururaj, Francesco Flammini, N. Thangarasu
2024 B conf
Web User Profiling using Fuzzy Signatures and Browser Fingerprinting.
SMC
Luca Aliberti, Francesco Apicella, Giuseppe D'Aniello, Francesco Flammini, Matteo Gaeta, Simone Salzano
2023 — conf
A Review of Intelligent Infrastructure Surveillance to Support Safe Autonomy in Smart-Railways.
ITSC
Mauro José Pappaterra, Francesco Flammini
2023 J jnl
A Systematic Literature Review on Transfer Learning for Predictive Maintenance in Industry 4.0.
IEEE Access
Mehdi Saman Azari, Francesco Flammini, Stefania Santini, Mauro Caporuscio
2023 J jnl
A hybrid behavior- and Bayesian network-based framework for cyber-physical anomaly detection.
Comput. Electr. Eng.
Luca Faramondi, Francesco Flammini, Simone Guarino, Roberto Setola
2023 C conf
Balancing Privacy and Accuracy in Federated Learning for Speech Emotion Recognition.
FedCSIS
Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei, Ali Balador, Ehsan Nowroozi, Francesco Flammini, Mauro Conti
2023 J jnl
Collaborative Energy-Efficient Routing Protocol for Sustainable Communication in 5G/6G Wireless Sensor Networks.
IEEE Open J. Commun. Soc.
H. L. Gururaj, Rajesh Natarajan, Nouf Abdullah Almujally, Francesco Flammini, Sujatha Krishna, Shashi Kant Gupta
2023 J jnl
Decision Fault Tree Learning and Differential Lyapunov Optimal Control for Path Tracking.
Entropy
S. Subash Chandra Bose, Badria Sulaiman Alfurhood, Harinahalli Lokesh Gururaj, Francesco Flammini, Rajesh Natarajan, Sheela Shankarappa Jaya
2023 J jnl
DeepSkin: A Deep Learning Approach for Skin Cancer Classification.
IEEE Access
H. L. Gururaj, N. Manju, A. Nagarjun, V. N. Manjunath Aradhya, Francesco Flammini
2023 J jnl
Digital Twins for Anomaly Detection in the Industrial Internet of Things: Conceptual Architecture and Proof-of-Concept.
IEEE Trans. Ind. Informatics
Alessandra De Benedictis, Francesco Flammini, Nicola Mazzocca, Alessandra Somma, Francesco Vitale
2023 — conf
Distance education boosting interdisciplinarity and internationalization: an experience report from "Ethics, Law and Privacy in Data and Analytics" at SUPSI.
HCAIep
Francesco Flammini
2023 Misc conf
Evaluating Machine Learning Approaches for Cyber and Physical Anomalies in SCADA Systems.
CSR
Luca Faramondi, Francesco Flammini, Simone Guarino, Roberto Setola
2023 J jnl
Fault detection and state estimation in robotic automatic control using machine learning.
Array
Rajesh Natarajan, Santosh Reddy P, S. Subash Chandra Bose, H. L. Gururaj, Francesco Flammini, Shanmugapriya Velmurugan
2023 J jnl
Hessian Distributed Ant Optimized Perron-Frobenius Eigen Centrality for Social Networks.
ISPRS Int. J. Geo Inf.
P. V. Kumaraguru, Vidyavathi Kamalakkannan, Harinahalli Lokesh Gururaj, Francesco Flammini, Badria Sulaiman Alfurhood, Rajesh Natarajan
2023 J jnl
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance.
Eng. Appl. Artif. Intell.
Lorenzo De Donato, Stefano Marrone, Francesco Flammini, Carlo Sansone, Valeria Vittorini, Roberto Nardone, Claudio Mazzariello, Frédéric Bernaudin
2023 B conf
Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition.
COMPSAC
Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini
2023 — conf
Probabilistic Modelling for Trustworthy Artificial Intelligence in Drone-Supported Autonomous Wheelchairs.
TAS
Franca Corradini, Francesco Flammini, Alessandro Antonucci
2023 J jnl
Route Planning for an Autonomous Robotic Vehicle Employing a Weight-Controlled Particle Swarm-Optimized Dijkstra Algorithm.
IEEE Access
Subaselvi Sundarraj, R. Vijaya Kumar Reddy, Mahesh Babu Basam, Harinahalli Lokesh Gururaj, Francesco Flammini, Rajesh Natarajan
2023 C conf
Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition.
ISPEC
Samaneh Mohammadi, Sima Sinaei, Ali Balador, Francesco Flammini
2023 J jnl
Spatial Kernel Fuzzy Clustering Methods for Microarray Image Spot Segmentation.
IEEE Access
M. P. Priya, C. K. Roopa, B. S. Harish, Francesco Flammini
2023 J jnl
System and Method for Driver Drowsiness Detection Using Behavioral and Sensor-Based Physiological Measures.
Sensors
Jaspreet Singh Bajaj, Naveen Kumar, Rajesh Kumar Kaushal, H. L. Gururaj, Francesco Flammini, Rajesh Natarajan
2023 J jnl
Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture.
J. Reliab. Intell. Environ.
Lorenzo De Donato, Ruth Dirnfeld, Alessandra Somma, Alessandra De Benedictis, Francesco Flammini, Stefano Marrone, Mehdi Saman Azari, Valeria Vittorini
2023 Misc conf
Trustworthiness-Related Risks in Autonomous Cyber-Physical Production Systems - A Survey.
CSR
Maryam Zahid, Alessio Bucaioni, Francesco Flammini
2022 J jnl
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance.
IEEE Access
Lorenzo De Donato, Francesco Flammini, Stefano Marrone, Claudio Mazzariello, Roberto Nardone, Carlo Sansone, Valeria Vittorini
2022 — conf
A Vision of Intelligent Train Control.
RSSRail
Francesco Flammini, Lorenzo De Donato, Alessandro Fantechi, Valeria Vittorini
2022 — conf
Analysis of Finger Vein Recognition using Deep Learning Techniques: Finger Vein Recognition.
ICMLT
Harinahalli Lokesh Gururaj, Nydile M. N, Francesco Flammini, Vidyashree K. P, Soundarya B. C
2022 J jnl
Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications.
IEEE Trans. Intell. Transp. Syst.
Nikola Besinovic, Lorenzo De Donato, Francesco Flammini, Rob M. P. Goverde, Zhiyuan Lin, Ronghui Liu, Stefano Marrone, Roberto Nardone, Tianli Tang, Valeria Vittorini
2022 — conf
Automatic Generation of Domain-Aware Control Plane Logic for Software Defined Railway Communication Networks.
ISoLA (4)
Roberto Canonico, Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini
2022 J jnl
Classification and Merging Techniques to Reduce Brokerage Using Multi-Objective Optimization.
Algorithms
Dhanalakshmi Bettahalli Kengegowda, Srikantaiah Kamidoddi Chowdaiah, Harinahalli Lokesh Gururaj, Francesco Flammini
2022 — ed.
Dependable Computing - EDCC 2022 Workshops - SERENE, DREAMS, AI4RAILS, Zaragoza, Spain, September 12, 2022, Proceedings
EDCC Workshops
Stefano Marrone, Martina De Sanctis, Imre Kocsis, Rasmus Adler, Richard Hawkins, Philipp Schleiß, Stefano Marrone, Roberto Nardone, Francesco Flammini, Valeria Vittorini
2022 J jnl
Fault diagnosis in industrial rotating equipment based on permutation entropy, signal processing and multi-output neuro-fuzzy classifier.
Expert Syst. Appl.
Saeed Rajabi, Mehdi Saman Azari, Stefania Santini, Francesco Flammini
2022 J jnl
Formal Modelling and Optimal Traffic Management for Future Railways.
ERCIM News
Francesco Flammini, Stefano Marrone, Lei Chen
2022 Misc conf
Improving Resilience in Cyber-Physical Systems based on Transfer Learning.
CSR
Mehdi Saman Azari, Francesco Flammini, Stefania Santini
2022 J jnl
Machine Learning-Based Approach for Fake News Detection.
J. ICT Stand.
Harinahalli Lokesh Gururaj, H. Lakshmi, Soundarya B. C, Francesco Flammini, Janhavi V
2022 J jnl
Prediction of Aptamer Protein Interaction Using Random Forest Algorithm.
IEEE Access
N. Manju, C. M. Samiha, S. P. Pavan Kumar, Harinahalli Lokesh Gururaj, Francesco Flammini
2022 J jnl
Prediction of Phishing Websites Using AI Techniques.
Int. J. Inf. Secur. Priv.
H. L. Gururaj, Prithwijit Mitra, Soumyadip Koner, Sauvik Bal, Francesco Flammini, Janhavi V., V. Ravi Kumar
2022 — conf
Railway Digital Twins and Artificial Intelligence: Challenges and Design Guidelines.
EDCC Workshops
Ruth Dirnfeld, Lorenzo De Donato, Francesco Flammini, Mehdi Saman Azari, Valeria Vittorini
2022 J jnl
Securing personal identity using blockchain.
Int. J. Crit. Comput. Based Syst.
Mohith C. Shekar, Harinahalli Lokesh Gururaj, Francesco Flammini
2021 J jnl
A Hardware-in-the-Loop Water Distribution Testbed Dataset for Cyber-Physical Security Testing.
IEEE Access
Luca Faramondi, Francesco Flammini, Simone Guarino, Roberto Setola
2021 J jnl
A Research Agenda for Smarter Cyber-Physical Systems.
J. Integr. Des. Process. Sci.
Danny Weyns, Jesper Andersson, Mauro Caporuscio, Francesco Flammini, Andreas Kerren, Welf Löwe
2021 J jnl
An efficient machine learning approach to nephrology through iris recognition.
Discov. Artif. Intell.
C. D. Divya, H. L. Gururaj, R. Rohan, V. Bhagyalakshmi, H. A. Rashmi, A. Domnick, Francesco Flammini
2021 J jnl
Classification of drugs based on mechanism of action using machine learning techniques.
Discov. Artif. Intell.
H. L. Gururaj, Francesco Flammini, H. A. Chaya Kumari, G. R. Puneeth, B. R. Sunil Kumar
2021 J jnl
Compositional modeling of railway Virtual Coupling with Stochastic Activity Networks.
Formal Aspects Comput.
Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini
2021 Misc conf
Machine Learning for Threat Recognition in Critical Cyber-Physical Systems.
CSR
Paola Perrone, Francesco Flammini, Roberto Setola
2021 Misc conf
Resilience learning through self adaptation in digital twins of human-cyber-physical systems.
CSR
Emanuele Bellini, Franco Bagnoli, Mauro Caporuscio, Ernesto Damiani, Francesco Flammini, Igor Linkov, Pietro Liò, Stefano Marrone
2021 J jnl
Software Verification and Validation of Safe Autonomous Cars: A Systematic Literature Review.
IEEE Access
Nijat Rajabli, Francesco Flammini, Roberto Nardone, Valeria Vittorini
2020 — ed.
Dependable Computing - EDCC 2020 Workshops - AI4RAILS, DREAMS, DSOGRI, SERENE 2020, Munich, Germany, September 7, 2020, Proceedings
EDCC Workshops
Simona Bernardi, Valeria Vittorini, Francesco Flammini, Roberto Nardone, Stefano Marrone, Rasmus Adler, Daniel Schneider, Philipp Schleiß, Nicola Nostro, Rasmus Løvenstein Olsen, Amleto Di Salle, Paolo Masci
2020 J jnl
ERTMS/ETCS Virtual Coupling: Proof of Concept and Numerical Analysis.
IEEE Trans. Intell. Transp. Syst.
Carlo Di Meo, Marco Di Vaio, Francesco Flammini, Roberto Nardone, Stefania Santini, Valeria Vittorini
2020 — conf
LoRa WAN Roaming for Intelligent Shipment Tracking.
GCAIoT
Francesco Flammini, Andrea Gaglione, Daniel Tokody, Dalihor Dohrilovic
2020 — conf
Low-Power Wide-Area Networks in Intelligent Transportation: Review and Opportunities for Smart-Railways.
ITSC
Ruth Dirnfeld, Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini
2020 J jnl
Obstacles in Fully Automatic Program Repair: A survey.
CoRR
S. Amirhossein Mousavi, Donya Azizi Babani, Francesco Flammini
2020 J jnl
Roadmaps for AI Integration in the Rail Sector - RAILS.
ERCIM News
Francesco Flammini, Valeria Vittorini, Zhiyuan Lin
2020 J jnl
Safety integrity through self-adaptation for multi-sensor event detection: Methodology and case-study.
Future Gener. Comput. Syst.
Francesco Flammini, Stefano Marrone, Roberto Nardone, Mauro Caporuscio, Mirko D'Angelo
2020 J jnl
Smart-troubleshooting connected devices: Concept, challenges and opportunities.
Future Gener. Comput. Syst.
Mauro Caporuscio, Francesco Flammini, Narges Khakpour, Prasannjeet Singh, Johan Thornadtsson
2020 C conf
Towards Model-Based Performability Evaluation of Production Systems.
ETFA
Alessio Bucaioni, Francesco Flammini, Mats Ahlskog
2019 B conf
A Review of Intelligent Cybersecurity with Bayesian Networks.
SMC
Mauro José Pappaterra, Francesco Flammini
2019 — ch.
Complex, Resilient and Smart Systems.
Resilience of Cyber-Physical Systems
Dániel Tokody, József Papp, László Barna Iantovics, Francesco Flammini
2019 — conf
Data-Driven Fault Diagnosis of Once-through Benson Boilers.
ICSRS
Mehdi Saman Azari, Francesco Flammini, Mauro Caporuscio, Stefania Santini
2019 — book
Resilience of Cyber-Physical Systems, From Risk Modelling to Threat Counteraction.
Resilience of Cyber-Physical Systems
Francesco Flammini
2019 C conf
White Paper on Industry Experiences in Critical Information Infrastructure Security: A Special Session at CRITIS 2019.
CRITIS
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
2017 J jnl
Ensuring cyber-security in smart railway surveillance with SHIELD.
Int. J. Crit. Comput. Based Syst.
Francesco Delli Priscoli, Alessandro Di Giorgio, Mariana Esposito, Andrea Fiaschetti, Francesco Flammini, Silvano Mignanti, Concetta Pragliola
2016 — ch.
Fuzzy Decision Fusion and Multiformalism Modelling in Physical Security Monitoring.
Recent Advances in Computational Intelligence in Defense and Security
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
2016 J jnl
Preface to the special issue on Formal Methods for Industrial Critical Systems (FMICS'2014).
Sci. Comput. Program.
Frédéric Lang, Francesco Flammini
2016 B conf
Towards Automated Drone Surveillance in Railways: State-of-the-Art and Future Directions.
ACIVS
Francesco Flammini, Riccardo Naddei, Concetta Pragliola, Giovanni Smarra
2015 — conf
Non-Markovian Performability Evaluation of ERTMS/ETCS Level 3.
EPEW
Laura Carnevali, Francesco Flammini, Marco Paolieri, Enrico Vicario
2015 J jnl
On synergies of cyber and physical security modelling in vulnerability assessment of railway systems.
Comput. Electr. Eng.
Stefano Marrone, Ricardo J. Rodríguez, Roberto Nardone, Francesco Flammini, Valeria Vittorini
2014 B conf
A Petri Net Pattern-Oriented Approach for the Design of Physical Protection Systems.
SAFECOMP
Francesco Flammini, Ugo Gentile, Stefano Marrone, Roberto Nardone, Valeria Vittorini
2014 C ed.
Formal Methods for Industrial Critical Systems - 19th International Conference, FMICS 2014, Florence, Italy, September 11-12, 2014. Proceedings
FMICS
Frédéric Lang, Francesco Flammini
2014 J jnl
Formal methods for railway control systems.
Int. J. Softw. Tools Technol. Transf.
Alessandro Fantechi, Francesco Flammini, Stefania Gnesi
2014 J jnl
Towards Model-Driven V&V assessment of railway control systems.
Int. J. Softw. Tools Technol. Transf.
Stefano Marrone, Francesco Flammini, Nicola Mazzocca, Roberto Nardone, Valeria Vittorini
2013 J jnl
A new modeling approach to the safety evaluation of N-modular redundant computer systems in presence of imperfect maintenance
CoRR
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
2013 J jnl
Automatic instantiation of abstract tests on specific configurations for large critical control systems
CoRR
Francesco Flammini, Nicola Mazzocca, Antonio Orazzo
2013 — conf
Empty Vehicle Detection with Video Analytics.
ICIAP (2)
Francesco Buemi, Mariana Esposito, Francesco Flammini, Nicola Mazzocca, Concetta Pragliola, Marcella Spirito
2013 J jnl
Enabling the usage of UML in the verification of railway systems: The DAM-rail approach.
Reliab. Eng. Syst. Saf.
Simona Bernardi, Francesco Flammini, Stefano Marrone, Nicola Mazzocca, José Merseguer, Roberto Nardone, Valeria Vittorini
2013 B conf
Performance Evaluation of Video Analytics for Surveillance On-Board Trains.
ACIVS
Valentina Casola, Mariana Esposito, Francesco Flammini, Nicola Mazzocca, Concetta Pragliola
2013 J jnl
SAFECOMP'11 post-conference special issue.
Reliab. Eng. Syst. Saf.
Francesco Flammini, Valeria Vittorini
2013 J jnl
The New SHIELD Architectural Framework.
ERCIM News
Mariana Esposito, Andrea Fiaschetti, Francesco Flammini
2013 — conf
Trustworthiness Evaluation of Multi-sensor Situation Recognition in Transit Surveillance Scenarios.
CD-ARES Workshops
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Alfio Pappalardo, Concetta Pragliola, Valeria Vittorini
2013 — conf
White Paper on Industrial Applications of Computer Vision and Pattern Recognition.
ICIAP (2)
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
2012 B conf
Evaluating the Effects of MJPEG Compression on Motion Tracking in Metro Railway Surveillance.
ACIVS
Angelo Cozzolino, Francesco Flammini, Valentina Galli, Mariangela Lamberti, Giovanni Poggi, Concetta Pragliola
2012 — conf
Formal Methods for Intelligent Transportation Systems.
ISoLA (2)
Alessandro Fantechi, Francesco Flammini, Stefania Gnesi
2012 — conf
Freight Train monitoring: A Case-Study for the pSHIELD Project.
IMIS
Valentina Casola, Mariana Esposito, Nicola Mazzocca, Francesco Flammini
2012 — conf
Model-Driven V&V Processes for Computer Based Control Systems: A Unifying Perspective.
ISoLA (2)
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Roberto Nardone, Valeria Vittorini
2012 J jnl
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.
Francesco Flammini
2011 B conf
A robust approach for on-line and off-line threat detection based on event tree similarity analysis.
AVSS
Francesco Flammini, Concetta Pragliola, Alfio Pappalardo, Valeria Vittorini
2011 B conf
Augmenting Surveillance System Capabilities by Exploiting Event Correlation and Distributed Attack Detection.
ARES
Francesco Flammini, Nicola Mazzocca, Alfio Pappalardo, Concetta Pragliola, Valeria Vittorini
2011 B ed.
Computer Safety, Reliability, and Security - 30th International Conference, SAFECOMP 2011, Naples, Italy, September 19-22, 2011. Proceedings
SAFECOMP
Francesco Flammini, Sandro Bologna, Valeria Vittorini
2011 B conf
Model-Driven Availability Evaluation of Railway Control Systems.
SAFECOMP
Simona Bernardi, Francesco Flammini, Stefano Marrone, José Merseguer, Camilla Papa, Valeria Vittorini
2011 B conf
On the Use of Semantic Technologies to Model and Control Security, Privacy and Dependability in Complex Systems.
SAFECOMP
Andrea Fiaschetti, Francesco Lavorato, Vincenzo Suraci, Andi Palo, Andrea Taglialatela, Andrea Morgagni, Renato Baldelli, Francesco Flammini
2011 C conf
Petri Net Modelling of Physical Vulnerability.
CRITIS
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
2010 J jnl
Multiformalism techniques for critical infrastructure modelling.
Int. J. Syst. Syst. Eng.
Francesco Flammini, Nicola Mazzocca, Francesco Moscato, Alfio Pappalardo, Concetta Pragliola, Valeria Vittorini
2009 J jnl
A new modeling approach to the safety evaluation of N-modular redundant computer systems in presence of imperfect maintenance.
Reliab. Eng. Syst. Saf.
Francesco Flammini, Stefano Marrone, Nicola Mazzocca, Valeria Vittorini
2009 J jnl
Automatic instantiation of abstract tests on specific configurations for large critical control systems.
Softw. Test. Verification Reliab.
Francesco Flammini, Nicola Mazzocca, Antonio Orazzo
2009 — conf
Dependable integrated surveillance systems for the physical security of metro railways.
ICDSC
Giovanni Bocchetti, Francesco Flammini, Concetta Pragliola, Alfio Pappalardo
2009 J jnl
Model-Based Early Warning and Decision Support to Improve Infrastructure Surveillance.
ERCIM News
Francesco Flammini, Andrea Gaglione, Concetta Pragliola
2008 C conf
A Study on Multiformalism Modeling of Critical Infrastructures.
CRITIS
Francesco Flammini, Valeria Vittorini, Nicola Mazzocca, Concetta Pragliola
2008 J jnl
New Paradigms and Tools for High-Assurance Systems Modelling.
ERCIM News
Francesco Flammini, Nicola Mazzocca, Valeria Vittorini
2008 C conf
Quantitative Security Risk Assessment and Management for Railway Transportation Infrastructures.
CRITIS
Francesco Flammini, Andrea Gaglione, Nicola Mazzocca, Concetta Pragliola
2008 Misc conf
Wireless Sensor Data Fusion for Critical Infrastructure Security.
CISIS
Francesco Flammini, Andrea Gaglione, Nicola Mazzocca, Vincenzo Moscato, Concetta Pragliola
2007 — conf
The software architecture of the OsMoSys multisolution framework.
VALUETOOLS
Francesco Moscato, Francesco Flammini, Giusy Di Lorenzo, Valeria Vittorini, Stefano Marrone, Mauro Iacono
2006 — conf
UML Based Reverse Engineering for the Verification of Railway Control Logics.
DepCoS-RELCOMEX
Chiara Abbaneo, Francesco Flammini, Armando Lazzaro, Pietro Marmo, Nicola Mazzocca, Angela Sanseviero
2005 Misc conf
A Grey-Box Approach to the Functional Testing of Complex Automatic Train Protection Systems.
EDCC
Giuseppe De Nicola, Pasquale di Tommaso, Rosaria Esposito, Francesco Flammini, Pietro Marmo, Antonio Orazzo
2005 — conf
The Simulation of Anomalies in the Functional Testing of the ERTMS/ETCS Trackside System.
HASE
Pasquale di Tommaso, Francesco Flammini, Armando Lazzaro, Raffaele Pellecchia, Angela Sanseviero
2005 — conf
Using Repairable Fault Trees for the Evaluation of Design Choices for Critical Repairable Systems.
HASE
Francesco Flammini, Nicola Mazzocca, Mauro Iacono, Stefano Marrone
2004 B conf
A Hybrid Testing Methodology for Railway Control Systems.
SAFECOMP
Giuseppe De Nicola, Pasquale di Tommaso, Rosaria Esposito, Francesco Flammini, Antonio Orazzo