Sfoglia per Autore
Unlabeled Multimodal Datasets for Robust Emotion Recognition
2026 I.F. Ramos, G. Gianini, E. Damiani
Predictive Modelling of Service Building and Users Mobility Related Energy Consumption Through Machine Learning and Graph Based Analysis
2026 V. Bellandi, S. Siccardi, M.G. Vincini, F. Mastroleo, G. Marvaso, B.A. Jereczek‐fossa, E. Damiani
Performance-Security Analysis in O2O Interactions in Future 6G Communications
2026 E. Bellini, E. Damiani, M. Di Giovanni, S. Marrone
A lightweight AI system for real-time elderly fall detection
2026 M. Fayad, M.A. Merzoug, A. Mostefaoui, E. Damiani, G. Gianini, R. Yahiaoui
A Deep Learning Framework for Predicting Business Process Violations
2026 G. Tello, G. Gianini, R. Mizouni, C. Mio, E. Damiani, P. Ceravolo
Human-Centered Evaluation of Control and Perception Interface Factors in a Teleoperational Cutting Task
2026 I.F. Ramos, K. Sagar, P. Long, M.C. Leva, E. Damiani, G. Gianini
Exploring UNet-based models for prostate lesion segmentation from multi-sequence MRI (T2W, ADC, DWI)
2026 S. Fouladi, F. Darvizeh, G. Gianini, R. Di Meo, L. Di Palma, E. Damiani, A. Maiocchi, D. Fazzini, M. Alì
No Time to Evade: Context-Aware Conditional Entropy Partitioning and Model Fusion for Robust Multi-Process Malware Detection
2026 L. Mauri, E. Damiani
Tuning LLM-Based Advisors for the Common Good: The Case for Direct Preference Optimization
2026 L. Mauri, G. Sargsyan, E. Damiani
A multi-label visualisation approach for malware behaviour analysis
2025 D.T. Uysal, P.D. Yoo, K. Taha, C.Y. Yeun, E. Damiani
Protecting machine learning from poisoning attacks: A risk-based approach
2025 N. Bena, M. Anisetti, E. Damiani, C.Y. Yeun, C.A. Ardagna
Advanced Prostate MRI Analysis: UNET-Based Models for Zonal and Lesion Segmentation
2025 S. Fouladi, G. Gianini, D. Fazzini, A. Maiocchi, E. Damiani, S. Papa, M. Ali
Hardening behavioral classifiers against polymorphic malware: An ensemble approach based on minority report
2025 L. Mauri, E. Damiani
A Federated Learning Architecture for Prostate MRI Image Segmentation
2025 A. Bovio, M. Barile, F. Pallotta, L. Pede, A. Maiocchi, M. Alì, F. Darvizeh, D. Fazzini, F. Lacavalla, M. Banzi, G. Gianini, C. Mio, F. Berto, R. Bondaruc, E. Damiani, S. Fouladi
Federated and edge learning for large language models
2025 F. Piccialli, D. Chiaro, P. Qi, V. Bellandi, E. Damiani
Forecasting Cyber Threats and Pertinent Mitigation Technologies
2025 Z. Almahmoud, P.D. Yoo, E. Damiani, K. Raymond Choo, C. Yeob Yeun
Trusting Data Updates to Drone-Based Model Evolution
2025 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, C.Y. Yeun, S. Yoon
A roadmap for improving data quality through standards for collaborative intelligence in human-robot applications
2024 S. Mehak, S. Mehak, I.F. Ramos, K. Sagar, A. Ramasubramanian, J.D. Kelleher, M. Guilfoyle, G. Gianini, E. Damiani, M. Chiara Leva
Facing the climate change: Is radiotherapy as green as we would like? A systematic review
2024 S. Volpe, F. Mastroleo, M.G. Vincini, M. Zaffaroni, A. Porazzi, E. Damiani, G. Marvaso, B.A. Jereczek-Fossa
Collaborative Intelligence for Safety-Critical Industries: A Literature Review
2024 I.F. Ramos, G. Gianini, M.C. Leva, E. Damiani
MUSA: A platform for data-intensive services in Edge-Cloud Continuum
2024 M. Anisetti, C.A. Ardagna, F. Berto, R. Bondaruc, E. Damiani, A. Pedretti, A. Pisati, M. Banzi, A. Retico
A Decade of Churn Prediction Techniques in the TelCo Domain: A Survey
2024 A. Barsotti, G. Gianini, C. Mio, J. Lin, H. Babbar, A. Singh, F. Taher, E. Damiani
Tuning Machine Learning to Address Process Mining Requirements
2024 P. Ceravolo, S.B. Junior, E. Damiani, W. Van Der Aalst
A Journey into Security Certification : From the Cloud to Artificial Intelligence
2024 M. Anisetti, C.A. Ardagna, E. Damiani, N. El Ioini
Cybersecurity training and healthcare: the AERAS approach
2024 F. Frati, G. Darau, N. Salamanos, P. Leonidou, C. Iordanou, D. Plachouris, E. Syrmas, E. Floros, G. Nikitakis, G. Spanoudakis, K. Kalais, S. Tsichlaki, E. Damiani, G.C. Kagadis, J. Najar, M. Sirivianos
Fast ML-based Next-Word Prediction for Hybrid Languages
2024 Y. Ikegami, S. Tsuruta, A. Kutics, E. Damiani, R. Knauf
Continuous Management of Machine Learning-Based Application Behavior
2024 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, P.G. Panero
Rethinking Certification for Trustworthy Machine Learning-Based Applications
2023 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach
2023 M. Anisetti, C.A. Ardagna, A. Balestrucci, N. Bena, E. Damiani, C. Yeob Yeun
A two-stage cyber attack detection and classification system for smart grids
2023 M.M. Alani, L. Mauri, E. Damiani
Deep Learning Approaches for Vulnerable Road Users Safety
2023 G. Jeon, V. Bellandi, A. Chehri, E. Damiani
User-Centered Evaluation Framework for Telerobot Interface and Interaction factors -- A Case Study on Medical Device Manufacturing
2023 I.F. Fernandes Ramos, K. Sagar, P. Long, E. Damiani, M. Chiara Leva, G. Gianini
Securing Machine Learning Models: Notions and Open Issues
2023 L. Mauri, E. Damiani
Robust ML model ensembles via risk-driven anti-clustering of training data
2023 L. Mauri, B. Apolloni, E. Damiani
A holistic and proactive approach to forecasting cyber threats
2023 Z. Almahmoud, P.D. Yoo, O. Alhussein, I. Farhat, E. Damiani
Explainable Data Poison Attacks on Human Emotion Evaluation Systems Based on EEG Signals
2023 Z. Zhang, S. Umar, A.Y. Al Hammadi, S. Yoon, E. Damiani, C.A. Ardagna, N. Bena, C. Yeob Yeun
Blockchain-Based Trustworthy O2O Interaction in the Next 6G Ecosystem
2023 E. Bellini, E. Damiani, S. Marrone
Counseling (ro)bot as a use case for 5G/6G
2022 Y. Taniguchi, Y. Ikegami, H. Fujikawa, Y. Pathare, A. Kutics, B. Massimo, M. Anisetti, E. Damiani, Y. Sakurai, S. Tsuruta
A methodology to engineering continuous monitoring of intrinsic capacity for elderly people
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Maghool, M. Cesari, I. Basdekis, E. Iliadou, M.D. Marzan
Validating Vector-Label Propagation for Graph Embedding
2022 V. Bellandi, E. Damiani, V. Ghirimoldi, S. Maghool, F. Negri
A Trust and Reputation System for IoT Service Interactions
2022 A. Battah, Y. Iraqi, E. Damiani
A security certification scheme for Information-Centric Networks
2022 M. Anisetti, C.A. Ardagna, F. Berto, E. Damiani
Modeling Threats to AI-ML Systems Using STRIDE
2022 L. Mauri, E. Damiani
Evaluation Goals for Online Process Mining: a Concept Drift Perspective
2022 P. Ceravolo, G. Marques Tavares, S.B. Junior, E. Damiani
Estimating Degradation of Machine Learning Data Assets
2022 L. Mauri, E. Damiani
A Modelling Framework for Evidence-based Public Health Policy Making
2022 M. Prasinos, I. Basdekis, M. Anisetti, G. Spanoudakis, D.D. Koutsouris, E. Damiani
Inter-rater Agreement Based Risk Assessment Scheme for ICT Corporates
2022 R. Cassata, G. Gianini, M. Anisetti, V. Bellandi, E. Damiani, A. Cavaciuti
Smart Healthcare, IoT and Machine Learning: A Complete Survey
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Siccardi
2022 IEEE International Conference on Web Services (ICWS)
2022 C.A. Ardagna, N.L. Atukorala, B. Benatallah, A. Bouguettaya, F. Casati, C.K. Chang, R.N. Chang, E. Damiani, C. Ghedira Guegan, R. Ward, F. Xhafa, X. Xu, J. Zhang
Real-time probing of control-flow and data-flow in event logs
2022 P. Ceravolo, E. Damiani, E.F. Schepis, G.M. Tavares
Selecting Optimal Trace Clustering Pipelines with Meta-learning
2022 G. Marques Tavares, S. Barbon Junior, E. Damiani, P. Ceravolo
Untangling the XRP Ledger: Insights and Analysis
2022 L. Mauri, S. Cimato, E. Damiani
Big Multimodal Data Analysis: Models and Performance Analysis
2022 G. Jeon, V. Bellandi, A. Chehri, E. Damiani
Fostering student entrepreneurship mindset through the embedding of international student teams into start-ips and the sudy of company-driven open questions
2022 L. Brunie, S. Ben Mokhtar, D. Brac de la Perrière, D. Fabrègue, L. Tondu, A. Cordier, V. Delplanque, A. Bertrand, O. Coueffe, H. Kosch, E. Damiani, S. Cimato, I.A. Awada, A. Olaru, R. Wossidlo, G. Fiorentino, L. Lombardo, F.S. Nucci, O. Cramariuc
Training future it leaders in a collaborative and multicultural setting
2022 L. Brunie, S. Ben Mokhtar, D. Brac de la Perrière, D. Fabrègue, L. Tondu, A. Cordier, V. Delplanque, A. Bertrand, O. Coueffe, H. Kosch, E. Damiani, S. Cimato, I.A. Awada, A. Olaru, R. Wossidlo, G. Fiorentino, L. Lombardo, F.S. Nucci, O. Cramariuc
Automating Process Discovery Through Meta-learning
2022 G. Marques Tavares, S. Barbon Junior, E. Damiani
Set-Based Counterfactuals in Partial Classification
2022 G. Gianini, J. Lin, C. Mio, E. Damiani
Knowledge-Based Legal Document Retrieval: A Case Study on Italian Civil Court Decisions
2022 V. Bellandi, S. Castano, P. Ceravolo, E. Damiani, A. Ferrara, S. Montanelli, S. Picascia, A. Polimeno, D. Riva
Neuro-Symbolic AI for Sensor-based Human Performance Prediction: System Architectures and Applications
2022 I.F. Fernandes Ramos, G. Gianini, E. Damiani
Agent-Based Vector-Label Propagation for Explaining Social Network Structures
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Maghool
Conceptual modeling in the era of Big Data and Artificial Intelligence : Research topics and introduction to the special issue
2021 J. Trujillo, K.C. Davis, X. Du, E. Damiani, V.C. Storey
Big Data Analytics-as-a-Service: Bridging the gap between security experts and data scientists
2021 C.A. Ardagna, V. Bellandi, E. Damiani, M. Bezzi, C. Hebert
Robust computationally-efficient wireless emitter classification using autoencoders and convolutional neural networks
2021 E. Almazrouei, G. Gianini, N. Almoosa, E. Damiani
Model-based Big Data Analytics-as-a-Service : Take Big Data to the Next Level
2021 C.A. Ardagna, V. Bellandi, M. Bezzi, P. Ceravolo, E. Damiani, C. Hebert
Blockchain-based reputation systems: Implementation challenges and mitigation
2021 A. Battah, Y. Iraqi, E. Damiani
Ontology based recommender system using social network data
2021 M. Arafeh, P. Ceravolo, A. Mourad, E. Damiani, E. Bellini
A trust assurance technique for Internet of things based on human behavior compliance
2021 M. Anisetti, C.A. Ardagna, E. Damiani, A. Sala
Certification-Based Cloud Adaptation
2021 C.A. Ardagna, R. Asal, E. Damiani, T. Dimitrakos, N. El Ioini, C. Pahl
Towards the definition of an information quality metric for information fusion models
2021 H. Paggi, J. Soriano, J.A. Lara, E. Damiani
Editorial: Special issue on trusted Cloud-Edges computations
2021 C.A. Ardagna, M. Conti, E. Damiani, C. Yu
Learning Vector Quantization and Radial Basis Function Performance Comparison Based Intrusion Detection System
2021 J.T. Hounsou, P.B.C. Niyomukiza, T. Nsabimana, G. Vlavonou, F. Frati, E. Damiani
Smart connected parking lots based on secured multimedia IoT devices
2021 M.A. Merzoug, A. Mostefaoui, G. Gianini, E. Damiani
Dynamic and Scalable Enforcement of Access Control Policies for Big Data
2021 M. Anisetti, C.A. Ardagna, C. Braghin, E. Damiani, A. Polimeno, A. Balestrucci
Towards a Trustworthy Semantic-Aware Marketplace for Interoperable Cloud Services
2021 E. Bellini, S. Cimato, E. Damiani, B. Di Martino, A. Esposito
The THREAT-ARREST Cyber Range Platform
2021 G. Hatzivasilis, S. Ioannidis, M. Smyrlis, G. Spanoudakis, F. Frati, C. Braghin, E. Damiani, H. Koshutanski, G. Tsakirakis, T. Hildebrandt, L. Goeke, S. Pape, O. Blinder, M. Vinov, G. Leftheriotis, M. Kunc, F. Oikonomou, G. Magilo, V. Petrarolo, A. Chieti, R. Bordianu
An Assurance Framework and Process for Hybrid Systems
2021 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani
Rules-based process mining to discover PLM system processes
2021 A. Azzini, P. Ceravolo, A. Corallo, E. Damiani, M. Lazoi, M. Marra
From Low-Level-Event-Logs to High-Level-Business-Process-Model-Activities: An Advanced Framework based on Machine Learning and Flexible BPMN Model Translation
2021 A. Cuzzocrea, E. Damiani, H. Al-Ali, R. Mizouni, G. Tello, E. Fadda
Guest Editorial : QoS and security in software for wireless and mobile micro-services
2021 A. Mostefaoui, G. Gianini, E. Damiani, G. Min
Securing machine learning algorithms
2021 C. Baylon, C. Berghoff, S. Brunessaux, L. Burdalo, G. D'Acquisto, E. Damiani, S. Herpig, C. Louveaux, J. Mistiaen, D. Cu Nguyen, N. Polemi, I. Praca, G. Sharkov, V. Slieker, E. Szczekocka
Security Certification Scheme for Content-centric Networks
2021 M. Anisetti, C.A. Ardagna, F. Berto, E. Damiani
Privacy-Preserving Big Data Exchange: Models, Issues, Future Research Directions
2021 A. Cuzzocrea, E. Damiani
Evaluating Trace Encoding Methods in Process Mining
2021 S. Barbon Junior, P. Ceravolo, E. Damiani, G. MARQUES TAVARES
Engineering Continuous Monitoring of Intrinsic Capacity for Elderly People
2021 V. Bellandi, I. Basdekis Basdekis, P. Ceravolo, M. Cesari, E. Damiani, E. Iliadou, M. Dan Marzan, S. Maghool
STRIDE-AI: An Approach to Identifying Vulnerabilities of Machine Learning Assets
2021 L. Mauri, E. Damiani
The Simplification Conspiracy
2021 B. Apolloni, A.A. Shehhi, E. Damiani
From Trustworthy Data to Trustworthy IoT: A Data Collection Methodology Based on Blockchain
2020 C.A. Ardagna, R. Asal, E. Damiani, N.E. Ioini, M. Elahi, C. Pahl
A Methodology for Non-Functional Property Evaluation of Machine Learning Models
2020 M. Anisetti, C.A. Ardagna, E. Damiani, P.G. Panero
A cryptographic cloud-based approach for the mitigation of the airline cargo cancellation problem
2020 S. Cimato, G. Gianini, M. Sepehri, R. Asal, E. Damiani
A semi-automatic and trustworthy scheme for continuous cloud service certification
2020 M. Anisetti, C.A. Ardagna, E. Damiani, F. Gaudenzi
Managing a pool of rules for credit card fraud detection by a Game Theory based approach
2020 G. Gianini, L.G. Fossi, C. Mio, O. Caelen, L. Brunie, E. Damiani
Cost-effective deployment of certified cloud composite services
2020 M. Anisetti, C.A. Ardagna, E. Damiani, F. Gaudenzi, G. Jeon
MEDES '20: Proceedings of the 12th International Conference on Management of Digital EcoSystems
2020 R. Chbeir, Y. Manolopoulos, E. Damiani, D. Benslimane
Be your neighbor's miner: Building trust in ledger content via reciprocally useful work
2020 L. Mauri, E. Damiani, S. Cimato
Collective brain surrogates
2020 B. Apolloni, E. Damiani
Stay Thrifty, Stay Secure: A VPN-based Assurance Framework for Hybrid Systems
2020 E. Damiani, N. Bena, C. Ardagna, M. Anisetti
Anomaly Detection on Event Logs with a Scarcity of Labels
2020 S. Barbon Junior, P. Ceravolo, E. Damiani, N.J. Omori, G.M. Tavares
What can Machine Learning do for Radio Spectrum Management?
2020 E. Almazrouei, G. Gianini, N. Almoosa, E. Damiani
Artificial Intelligence Cybersecurity Challenges ; Threat Landscape for Artificial Intelligence
2020 C. Baylon, C. Berghoff, S. Brunessaux, L. Burdalo, G. Dacquisto, E. Damiani, S. Herpig, C. Louveaux, J. Mistiaen, D. Cu Nguyen, N. Polemi, I. Praca, G. Sharkov, V. Slieker, E. Szczekocka
A Model Driven Approach for Cyber Security Scenarios Deployment
2020 C. Braghin, S. Cimato, E. Damiani, F. Frati, L. Mauri, E. Riccobene
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