Fiammetta Marulli

Orcid: 0000-0001-5226-2326

According to our database1, Fiammetta Marulli authored at least 71 papers between 2009 and 2024.

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Bibliography

2024
HEAR set: A ligHtwEight acoustic paRameters set to assess mental health from voice analysis.
Comput. Biol. Medicine, 2024

Beyond the Hype: Toward a Concrete Adoption of the Fair and Responsible Use of AI.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Fuzzy-based Severity Evaluation in Privacy Problems: an Application to Healthcare.
Proceedings of the 19th European Dependable Computing Conference, 2024

Combining Federated and Ensemble Learning in Distributed and Cloud Environments: An Exploratory Study.
Proceedings of the Advanced Information Networking and Applications, 2024

2023
A cyber warfare perspective on risks related to health IoT devices and contact tracing.
Neural Comput. Appl., July, 2023

A Petri net oriented approach for advanced building energy management systems.
J. Ambient Intell. Smart Environ., 2023

Handwriting and Drawing for Depression Detection: A Preliminary Study.
CoRR, 2023

Supporting the Development of Digital Twins in Nuclear Waste Monitoring Systems.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Inferring Emotional Models from Human-Machine Speech Interactions.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

CaseID Detection for Process Mining: A Heuristic-Based Methodology.
Proceedings of the Process Mining Workshops, 2023

Exploring the Faithfulness of Synthetic Data by Generative Models.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Merging Model-Based and Data-Driven Approaches for Resilient Systems Digital Twins Design.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

2022
Sensitivity of Machine Learning Approaches to Fake and Untrusted Data in Healthcare Domain.
J. Sens. Actuator Networks, 2022

A Big Data Pipeline and Machine Learning for Uniform Semantic Representation of Data and Documents From IT Systems of the Italian Ministry of Justice.
Int. J. Grid High Perform. Comput., 2022

A Federated Consensus-Based Model for Enhancing Fake News and Misleading Information Debunking.
Proceedings of the Intelligent Decision Technologies, 2022

Challenges and Trends in Federated Learning for Well-being and Healthcare.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Sensitive Information Detection Adopting Named Entity Recognition: A Proposed Methodology.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

A DSL-Based Modeling Approach For Energy Harvesting IoT / WSN.
Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

Speech-based Evaluation of Emotions-Depression Correlation.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022




2021
Designing a GDPR compliant blockchain-based IoV distributed information tracking system.
Inf. Process. Manag., 2021

On managing security in smart e-health applications.
Int. J. Comput. Sci. Eng., 2021

Privacy Regulations, Smart Roads, Blockchain, and Liability Insurance: Putting Technologies to Work.
IEEE Secur. Priv., 2021

Exploring the Impact of Data Poisoning Attacks on Machine Learning Model Reliability.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Exploring Data and Model Poisoning Attacks to Deep Learning-Based NLP Systems.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Machine Learning-aided Automatic Calibration of Smart Thermal Cameras for Health Monitoring Applications.
Proceedings of the 6th International Conference on Internet of Things, 2021

Applying Machine Learning to Weather and Pollution Data Analysis for a Better Management of Local Areas: The Case of Napoli, Italy.
Proceedings of the 6th International Conference on Internet of Things, 2021

Evaluating Efficiency and Effectiveness of Federated Learning Approaches in Knowledge Extraction Tasks.
Proceedings of the International Joint Conference on Neural Networks, 2021

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

Dataset Anonimyzation for Machine Learning: An ISP Case Study.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Risk Analysis of a GDPR-Compliant Deletion Technique for Consortium Blockchains Based on Pseudonymization.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Towards Resilient Artificial Intelligence: Survey and Research Issues.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

Improving Classification Trustworthiness in Random Forests.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2021

PrettyTags: An Open-Source Tool for Easy and Customizable Textual MultiLevel Semantic Annotations.
Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

Toward ECListener: An Unsurpervised Intelligent System to Monitor Energy Communities.
Proceedings of the Complex, Intelligent and Software Intensive Systems, 2021

2020
Toward a Fuzzy-based Approach for Computational Load Offloading of IoT Devices.
J. Univers. Comput. Sci., 2020

Machine Learning Approaches for Diabetes Classification: Perspectives to Artificial Intelligence Methods Updating.
Proceedings of the 5th International Conference on Internet of Things, 2020

Privacy Regulations Challenges on Data-centric and IoT Systems: A Case Study for Smart Vehicles.
Proceedings of the 5th International Conference on Internet of Things, 2020

Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Automatic Generation of Smart Human-Machine Interfaces.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

A Simulation Study On A WSN For Emergency Management.
Proceedings of the 34th International ECMS Conference on Modelling and Simulation, 2020

A Machine Learning Based Methodology for Automatic Annotation and Anonymisation of Privacy-Related Items in Textual Documents for Justice Domain.
Proceedings of the Complex, Intelligent and Software Intensive Systems, 2020

A Security-Oriented Architecture for Federated Learning in Cloud Environments.
Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

Towards the Use of Generative Adversarial Neural Networks to Attack Online Resources.
Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

2019
Multilingual POS tagging by a composite deep architecture based on character-level features and on-the-fly enriched Word Embeddings.
Knowl. Based Syst., 2019

Adversarial deep learning for energy management in buildings.
Proceedings of the 2019 Summer Simulation Conference, 2019

2018
A Comparison of Character and Word Embeddings in Bidirectional LSTMs for POS Tagging in Italian.
Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2018

A Federation of Cognitive Cloud Services for Trusting Data Sources.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2018

2017
A novel approach for automatic text analysis and generation for the cultural heritage domain.
Multim. Tools Appl., 2017

An associative engines based approach supporting collaborative analytics in the Internet of cultural things.
Future Gener. Comput. Syst., 2017

Evaluating Convolutional Neural Network for Effective Mobile Malware Detection.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Internet of things for driving human-like interactions: a case study for cultural smart environment.
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017

A Target Driven Approach Supporting Data Diversified Generation in IoT Applications.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

Let's Gossip: Exploring Malware Zero-Day Time Windows by Social Network Analysis.
Proceedings of the 31st International Conference on Advanced Information Networking and Applications Workshops, 2017

Tuning SyntaxNet for POS Tagging Italian Sentences.
Proceedings of the Advances on P2P, 2017

2016
A Knowledge Multidimensional Representation Model for Automatic Text Analysis and Generation: Applications for Cultural Heritage.
PhD thesis, 2016

Sensitivity Mining in Social Pulses to Address Cultural Heritage Competitive Intelligence.
Int. J. Knowl. Soc. Res., 2016

Cultural Heritage and Social Pulse: A Semantic Approach for CH Sensitivity Discovery in Social Media Data.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

The Internet of Speaking Things and Its Applications to Cultural Heritage.
Proceedings of the International Conference on Internet of Things and Big Data, 2016

The Imitation Game to Cultural Heritage: A Human-like Interaction Driven Approach for Supporting Art Recreation.
Proceedings of the Interactivity, Game Creation, Design, Learning, and Innovation, 2016

A Cloud-based Approach for Analyzing Viral Propagation of Linguistic Deviations by Social Networking: Current Challenges and Pitfalls for Text Analysis Tools.
Proceedings of the Advances on P2P, 2016

2015
What's the Matter with Cultural Heritage Tweets? An Ontology - Based Approach for CH Sensitivity Estimation in Social Network Activities.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

IoT to Enhance Understanding of Cultural Heritage: Fedro Authoring Platform, Artworks Telling Their Fables.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2015

An Associative Engines Based Approach Supporting Collaborative Analytics in the Internet of Cultural Things.
Proceedings of the 10th International Conference on P2P, 2015

2013
A Novel Challenge into Multimedia Cultural Heritage: An Integrated Approach to Support Cultural Information Enrichment.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

SmARTweet: A Location-Based Smart Application for Exhibits and Museums.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

2010
Recovering Traceability Links between Business Process and Software System Components.
Proceedings of the 18th IEEE International Conference on Program Comprehension, 2010

Recovering Traceability Links between Business Activities and Software Components.
Proceedings of the ENTERprise Information Systems - International Conference, 2010

2009
A Novel Approach to DRM Systems.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009


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