Palavras-chave:
- · Trust · Blockchain · Clinical Trials
- 4-part harmonization
- Abstract Framework
- active aging
- Agent data privacy
- agent chatbots
- Agent data interactions
- Agent Local Scheduler
- Agent-based AI
- agent-based chatbots
- Agent-based Virtual Assistants
- Aggregation method resilience
- AI ethics
- AML
- Anthropomorphism
- anthropomorphization
- Argumentation
- artificial intelligence
- Assistive Systems
- automated energy negotiation
- autonomous agents
- autonomous vehicle
- autonomy
- BDI
- BDI model
- binary neural networks
- Bitcoin
- blockchain
- Blockchain Analytics
- bots
- Business Process Management
- ChatBot
- Chatbot Framework
- chatbots
- Chist-Era IV
- CIU
- clinical-trials
- cognitive agents
- Communication Efficiency
- compliance automation
- Computational persuasioneHealthBehavior changeEthicsLegal implicationsSystematic literature review
- contextualized recommendation
- Control Theory
- conversational agent.
- conversational agents
- cooperative intelligent transport systems (C-ITS)
- cooperative intersection management
- CPS
- crypto-asset markets
- Cyber-Physical Agents
- Cyber-Physical Systems
- Data privacy
- Data Protection.
- Data-driven models
- Deadline Miss Ratio
- Deadline Missing-Rate
- Decentralisation
- Decision-system
- Deep Learning
- Dependency
- Difficulty assessment
- digital rehabilitation
- distributed decision-making
- DLT
- Drills Evacuation
- Dynamic Consent Management
- Dynamic Informed Consent
- Edge Computing
- EEG
- Effect of Communication Medium
- eHealth
- Emergency simulation User behavio
- end-user satisfaction
- energy balancing groups
- Ethical Nutrition Virtual Coaching
- ethics
- eTourism
- eTourism systems
- Event Calculus
- Evolutionary rule extraction
- Expectation
- explainability
- Explainable AI
- explainable artificial intelligence
- eXplainable Artificial Intelligence (XAI)
- eXplainable Autonomous Agents
- eXplainable BDI model
- explainable negotiations
- Explainable Recommendations
- eXplanable AI
- Explanation Evaluation
- explanation formulation
- Explanation Strategies
- Feature ranking
- FedAVG
- federated learning
- FedGP
- Finance
- Financial Fraud
- food chatbot
- Food Recommender Systems
- fraud detection
- Function approximation
- Genetic Programming
- geo-fencing
- Global explainability
- global explanations
- goal-based XAI
- health recommender systems
- Healthcare
- Heterogeneous data processing
- Hiking tourism
- hospitality
- HPV status explanation. TNM explanation
- HRI
- human-dignity
- Human-Robot Interaction
- Hybrid AI
- imagination
- Immersive Virtual Reality
- Industry focus group
- inertial sensors
- Intelligent Agents
- Interactive
- interpretability
- IoT
- Knowledge Graphs
- Large Language Models
- Large Language Models (LLMs)
- LBA
- limb tracking
- linear model
- LLMs.
- Local explainability
- Local explainability · Global explainability · Feature rank- ing · rule extraction
- location-based services
- machine learning
- manipulation
- markets in Crypto- Assets Regulation (MiCAR)
- MAS
- MAS analysis
- MAS negotiation timing compliant
- MAS Simulator
- Microscopic traffic simulation
- Model Aggregation
- Models Aggregation
- Modular architecture
- Multi-agent systems
- Multi-Agent Simulator
- Multi-Agent Systems
- Multi-Agent Systems Real-Time Systems
- Multi-Agents System
- multiagent systems
- Negotiation
- NLP
- nutrition coaching
- Nutrition Coaching Legal Concerns
- Nutrition virtual coach
- off-chain due diligence
- one-to-many negotiation mechanism
- Optical Music Recognition
- Performance Analysis
- Personal- ized Recommender Systems
- Personalisation
- Personalized AI
- Personalized Education
- personalized virtual assistant
- Persuasion
- persuasion technology
- Pervasive Healthcare
- point of interest
- Preference modeling
- privacy agents
- Privacy ontologies
- Privacy- preservation
- Quality of Experience
- RDF stream processing
- real-time MAS
- Real-time Multi-agent systems
- Real-time multi-agent systems · RT-MAS · Timing predictability · Timing reliability
- real-time multi-agents
- Real-Time Negotiation
- Real-Time Scheduler
- real-time sensors.
- real-time systems
- recommender systems
- regulatory technology (RegTech)
- Reputation
- review
- road map
- rule extraction
- Rule-based systems
- rules extraction
- rules induction
- scalability
- scheduling
- Scheduling Algorithms
- Scheduling Simulation
- selective attention
- Semantic agents
- Semantic Web.
- semantics
- Smart Contracts
- SME Default
- smoking cessation
- Social chatbots
- socio-technical systems
- Software Engineering
- Startup assessment
- stream processing agents
- stream reasoning
- Structured simulations
- Survival analysis
- sustainability
- Synthetic Data Generation \and Explainable AI (XAI)
- Systematic exploration
- Systematic Literature Review
- Systematic Review
- Task-Set Generator
- telerehabilitation
- Timing-Reliability
- tourism
- Tourism academia
- Tourism industry
- Traffic control
- Transaction tracing
- transparency
- Trust
- UAV
- Uncertainty reasoning
- understandability
- User Studies
- User Study
- Virtual Agents
- Virtual Assistants
- virtual platooning
- Wallet Classification
- wearable Multi-agent systems
- Web streams
- wireless sensor networks
- XAI
- XAI · Deception · Vulnerability
- XAI · Manipulation · Persuasion
- XAI.
- XMAS
- YOLOv9
Publicações de Davide Calvaresi
2026
| , and , A Hybrid Multi-Agent System for Early Scam Detection in Crypto-Assets (2026), in: Applied Sciences - MDPI |
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| , , , and , Agent-based Hybrid AI Models and Technologies: A systematic Literature Review (2026), in: IEEE Access, 14(21148-21166) |
[DOI] |
| , , , and , Evolutionary Rule Extraction from Corporate Default Prediction Models, in: EXTRAAMAS 2026, 2026 |
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| , , and , FedGP Resilience: A Comparative Study with Standard Federated Aggregation Methods under Adversarial Scenarios, 2026 |
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2025
| and , AI-Driven Multi-Agent Systems for Automated Regulatory Analysis of Crypto Projects, in: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE), ANCONA, IEEE, 2025 |
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| , and , An Explainable Machine Learning Framework for Detecting Illicit Bitcoin Wallets with Graph Temporal Features, 2025 |
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| , , , and , Beyond Technical Transparency: Explainability as a Safeguard Against Manipulative AI*, in: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE), IEEE, Ancona (Italy), 2025 |
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| , , , , , , , and , Computational persuasion technologies, explainability, and ethical-legal implications: A systematic literature review (2025), in: Computers in Human Behavior Reports, 17(100577) |
[DOI] [URL] |
| , , , and , Consent Understanding and Verification for Personalized Assistive Systems, in: Proceedings of the 17th International Conference on Agents and Artificial Intelligence: ICAART, INSTICC, Porto, Portugal, páginas 694-701, SciTePress, 2025 |
[DOI] [URL] |
| , , and , Decentralized Optical Music Recognition Using YOLO and FedGP for Music Education, in: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE), IEEE, Ancona (Italy), 2025 |
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| and , Enhancing Blockchain Transaction Tracking: A Systematic Review of DLT-Based Financial Systems, in: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (IEEE MetroXRAINE), 2025 |
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| , , and , Explaining Federated Learning-based Movie Recommendations, in: IEEE MetroXRAINE 2025, Ancona, IEEE, 2025 |
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| , and , FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with non-IID data, in: Applications of Evolutionary Computation: 28th European Conference EvoApplications 2025 Helds as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Trieste, Italy, páginas 419–434, Springer, 2025 |
[DOI] [URL] |
| , , and , Genetic Programming in Federated Aggregation: A comparison of FedGP with State of the Art Methods, ICAART, 2025 |
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| , , and , LLM-based Evaluation Methodology of Explanation Strategies, 2025 |
| , and , Towards a Meaningful Communication and Model Aggregation in Federated Learning via Genetic Programming, in: Proceedings of the 17th International Conference on Agents and Artificial Intelligence: ICAART, Porto, Portugal, páginas 1427-1431, Springer, 2025 |
[DOI] [URL] |
2024
| , , , , and , A Framework for Explainable Multi-purpose Virtual Assistants: A Nutrition-Focused Case Study, in: In post-proceedings of the 6th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems, páginas 58-78, Springer Nature Switzerland, 2024 |
[DOI] |
| , , and , Dynamic Swarm Orchestration and Semantics in IoT Edge Devices: A Systematic Literature Review (2024), in: IEEE Access, 12(116917--116938) |
[DOI] [URL] |
| , , , , , and , Effects of Communication Channels on Explainable Food Recommendation Systems, in: In post proceedings of 8th EAI International Conference on Robotic Sensor Networks, páginas 15, 2024 |
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| , , and , Evaluation of the User-centric Explanation Strategies for Interactive Recommenders, in: Post-proceedings in the 6th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems, 2024 |
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| , , , , , and , Evaluation of Traffic Controller Performance via Systematic Exploration, in: Post-proceedings of the 66th International Symposium ELMAR-2024, Zadar, Croatia, páginas 165 -- 168, IEEE, 2024 |
[DOI] [URL] |
| , and , Explanation of Deep Learning Models via Logic Rules Enhanced by Embeddings Analysis, and Probabilistic Models, in: Post-proceedings of the 6th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems, 2024 |
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| and , Rethinking Health Recommender Systems for Active Aging: An Autonomy-Based Ethical Analysis (2024), in: Science and Engineering Ethics |
[DOI] |
| , , and , SimEx: The Art of Systematic Exploration, 2024 |
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| and , The Wildcard XAI: from a Necessity, to a Resource, to a Dangerous Decoy (2024), in: In post-proceedings of the 6th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems |
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| , , and , Towards Dynamic Self-Organizing Wearables for Head and Neck Digital Rehabilitation, in: Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems, ACM, 2024 |
[DOI] |
| , , , , , and , Towards interactive explanation-based nutrition virtual coaching systems (2024), in: Autonomous Agents and Multi-Agent Systems |
[DOI] [URL] |
2023
| , , , , , , and , Autonomous intersection management_ optimal Trajectories, and Efficient Scheduling (2023), in: MDPI Sensors |
[DOI] |
| , , , , , , , , and , Breast cancer survival analysis agents for clinical decision support (2023), in: Computer Methods and Programs in Biomedicine, 231(107373) |
[DOI] [URL] |
| , , , and , Characterization and future perspectives of Virtual Reality Evacuation Drills for safe built environments: A Systematic Literature Review (2023), in: Journal of Safety Science |
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| Explainable and Transparent AI and Multi-Agent Systems, Springer, 2023 |
| , , , , , , and , Explainable and Transparent AI and Multi-Agent Systems, Springer, 2023 |
| , , , , and , Explanation Generation via Decompositional Rules Extraction for Head and Neck Cancer Classification, in: Explainable and Transparent AI and Multi-Agent Systems, 2023 |
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| , , , and , Exploring agent-based chatbots: a systematic literature review (2023), in: Journal of Ambient Intelligence and Humanized Computing |
[DOI] [URL] |
| and , Reinterpreting Vulnerability to Tackle Deception in Principles-Based XAI for Human-Computer Interaction, in: Explainable and Transparent AI and Multi-Agent Systems, 2023 |
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| , , , , and , Study-Buddy: A Knowledge Graph-Powered Learning Companion for School Students, in: The Semantic Web: ESWC 2023 Satellite Events, páginas 133--137, Springer Nature Switzerland, 2023 |
[DOI] |
2022
| , , , , , , and , A DEXiRE for Extracting Propositional Rules from Neural Networks via Binarization (2022), in: MDPI Electronics, 11:24 |
[DOI] [URL] |
| , , , , , , , , , , , , , , and , A Global Taxonomy of Interpretable AI: Unifying the Terminology for the Technical and Social Sciences (2022), in: Artificial Intelligence Review, 56(3473–3504) |
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| , , , , , , and , Ethical and Legal Considerations for Nutrition Virtual Coaches Ethical and Legal Considerations for Nutrition Virtual Coaches (2022), in: AI and Ethics |
[DOI] [URL] |
| , , and , Explainable and Transparent AI and Multi-Agent Systems, Springer, 2022 |
[DOI] [URL] |
| , , , , and , Explanation-Based Negotiation Protocol for Nutrition Virtual Coaching, in: International Conference on Principles and Practice of Multi-Agent Systems, 2022 |
[DOI] |
| , and , GB-Flex: Automated and Distributed Decision-Making in Energy Balancing Groups, in: Proceedings of Energy Informatics 2022, 2022 |
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| , and , Human-Social Robots Interaction: the blurred line between necessary anthropomorphization and manipulation, 2022 |
[DOI] |
| , and , Integration of local and global features explanation with global rules extraction and generation tools (2022), in: Post-proceedings of EXTRAAMAS 2022 |
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| , and , Risk and Exposure of XAI in Persuasion and Argumentation: The case of Manipulation (2022), in: Post-proceedings of EXTRAAMAS 2022 |
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2021
| , , , , , , and , A Human-Agent Architecture for Explanation Formulation, in: proceedings of BNAIC, 2021 |
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| , , , and , A personalized agent-based chatbot for nutritional coaching, in: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Melbourne, VIC, Australia, páginas 682–687, ACM, 2021 |
[DOI] [URL] |
| , , and , A Platform for Difficulty Assessment and Recommendation of Hiking Trails, in: Information and Communication Technologies in Tourism (ENTER 2021), 2021 |
[DOI] |
| , , , and , Cohort and Trajectory Analysis in Multi-Agent Support Systems for Cancer Survivors (2021), in: Journal of Medical Systems, 45:109 |
[DOI] |
| , , , , , and , EREBOTS: Privacy-Compliant Agent-Based Platform for Multi-Scenario Personalized Health-Assistant Chatbots (2021), in: MDPI - Electronics, Special Issue "Autonomous Agents and Multi-Agent Systems Applied in Healthcare" |
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