Palavras-chave:
- · Trust · Blockchain · Clinical Trials
- Abstract Framework
- accelerometer
- Access Control
- Agent data privacy
- agent chatbots
- Agent data interactions
- Agent Environment
- Agent Local Scheduler
- agent-based chatbots
- Agreement technologies
- Ambient Assisted Living
- Anonymity
- anonymization
- Argumentation
- Artificial Institutions
- artificial intelligence
- artificial snow optimization
- Assistive Systems
- Automated TDM
- binary neural networks
- blockchain
- blood glucose monitoring
- bots
- Carbohydrates
- CDA Document
- Cessation
- ChatBot
- Chatbot Framework
- chatbots
- Chist-Era IV
- clinical data
- clinical information system
- clinical-trials
- Complex patient
- Component-based system development
- compressive sensing
- contextualized recommendation
- conversational agent.
- conversational agents
- Cooperative Agents
- Coordination
- COPD
- CPS
- Cyber-Physical Systems
- Data privacy
- Data Integration
- Deadline Miss Ratio
- Deadline Missing-Rate
- Decentralisation
- Decentralized healthcare data
- Decision-system
- Deep Learning
- Diabetes management Wearable devices Glucose ECG Accelerometers Annotated food pictures
- Diabetes Monitoring
- Diabetes type 2
- Diagnostic aid
- Dimensionality reduction
- Distributed Agent Environments
- Distributed systems
- Document Exchange
- Dossier Patient
- Drills Evacuation
- Dynamic Consent Management
- Dynamic Data Aggregation
- dynamic EHR
- dynamic health record exchange
- e-Health Interoperability
- e-tourism
- ECG
- eHealth
- EHR
- Electronic Health Records
- Emergency simulation User behavio
- EMR
- Energy Markets
- environment
- Ethical Nutrition Virtual Coaching
- ethics
- eTourism
- evaluation
- Event Calculus
- Expectation
- explainability
- Explainable AI
- explainable artificial intelligence
- eXplainable Artificial Intelligence (XAI)
- eXplainable Autonomous Agents
- eXplainable BDI model
- eXplanable AI
- Feature ranking
- features
- flows
- food chatbot
- framework
- General Regression Neural Network
- geo-fencing
- Gestational Diabetes Mellitus
- Global explainability
- global explanations
- goal-based XAI
- graphs
- grid search
- Guidelines
- health interoperability standards
- health support
- Healthcare
- Heterogeneous data processing
- Hospital
- hospitality
- HPV status explanation. TNM explanation
- human in the loop
- Hypoglycemia
- IHE
- Immersive Virtual Reality
- Industry focus group
- Informatics
- Informatique médicale
- Innovation
- Insulin
- Integrating the Healthcare Enterprize
- Intelligent Agents
- Interopérabilité.
- Interoperability
- interpretability
- IoT
- Kernel methods
- large - scale systems
- LBA
- Local explainability
- Local explainability · Global explainability · Feature rank- ing · rule extraction
- location-based services
- Logic Programming
- machine learning
- MAS
- MAS analysis
- MAS negotiation timing compliant
- MAS Simulator
- Medical
- Medicine identification technologies
- Metadata
- Methodology
- Middleware
- mobile platforms
- Modular architecture
- multi - agent systems
- Multi-agent based simulation
- Multi-Agent Simulator
- Multi-Agent Systems
- Multi-label classification
- Multiagent simulation
- multiagent simulations
- Multiagent system
- Negotiation
- Norm
- Normative Systems
- nutrition coaching
- Nutrition Coaching Legal Concerns
- Open source
- open systems
- Organization
- OWL
- Peer-to-peer systems
- Performance Analysis
- Personal data streams
- Personal Health Systems
- Personalisation
- personalized medicine
- personalized virtual assistant
- Persuasion
- pervasive computing
- Pervasive Healthcare
- physiological signals
- Planning
- point of interest
- Pre-Experiment
- Prediction
- Preference modeling
- Privacy
- privacy agents
- Privacy ontologies
- Pseudonymization
- python
- Quasi-Experiment
- queues
- radiation oncology
- real-time MAS
- Real-time Multi-agent systems
- Real-time multi-agent systems · RT-MAS · Timing predictability · Timing reliability
- Real-Time Negotiation
- Real-Time Scheduler
- real-time systems
- recommender systems
- Records
- Reputation
- review
- rule extraction
- rules extraction
- rules induction
- scalability
- Scheduling Algorithms
- Scheduling Simulation
- SCRUM
- Security
- Self-Healing
- Self-Organization
- Semantic
- Semantic agents
- Semantic Interoperability
- Semantic streams
- semantic web
- Semantic Web Services
- Semantic Web.
- sensors
- Service Composition
- service design
- service directories
- Service Oriented
- ski area
- Smart Contracts
- Smoking
- smoking cessation
- Snowmaking
- Social chatbots
- Social Networks
- Software Engineering
- spatial prediction
- Standards
- Startup assessment
- supply-chains
- Survival analysis
- sustainability
- Systematic Literature Review
- Systematic Review
- Systèmes d’Information
- Systems
- Task-Set Generator
- Telemedicine
- telerehabilitation
- textile
- Timing-Reliability
- tourism
- Tourism academia
- Tourism industry
- traceability
- transparency
- Trust
- TuCSoN
- Tuple Space
- UAV
- Uncertainty reasoning
- understandability
- Universal Design
- User Study
- Validation
- Virtual Agents
- Virtual Assistants
- vital signs
- wearable Multi-agent systems
- XAI
- XMAS
Publicações de Michael Schumacher
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 , 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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2023
| , , , , , , , , 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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| , , , , , and , Decentralized semantic provision of personal health streams (2023), in: Journal of Web Semantics, 76(100774) |
[DOI] [URL] |
| , , , , 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] |
2022
| , , , , , , and , A DEXiRE for Extracting Propositional Rules from Neural Networks via Binarization (2022), in: MDPI Electronics, 11:24 |
[DOI] [URL] |
| , , , , , and , Blockchain Technology in the Tourism Industry: New Perspectives in Switzerland (2022), in: Journal of Innovation Economics & Management 2022/1, 37(65-90) |
[DOI] |
| , , , , , , 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 , 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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2021
| , , , 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 , 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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| , , , , , and , Expectation: Personalized Explainable ArtificialIntelligence for Decentralized Agents withHeterogeneous Knowledge, in: Proceedings of the 3rd International Workshop on Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS 2021), 2021 |
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| , , , , , , and , Exploiter les données du dossier médical informatisé pour améliorer la qualité des soins en ambulatoire (2021), in: Revue Medicale Suisse, 760 |
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| , , , , and , Leveraging inter-tourists interactions via chatbots to bridge academia, tourism industries and future societies (2021), in: Journal of Tourism Futures |
[DOI] [URL] |
| , , , , and , ORCHESTRATING TOURISM ACTORS' NETWORK VIA THE "N-1 N+1 TOUCHPOINTS" ALGORITHM: A B2B CHATBOT TO IMPROVE CUSTOMERS JOURNEYS, in: Proceedings of the 19th International Conference e-Society, 2021 |
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| , , , , and , Real‑time multi‑agent systems: rationality, formal model, and empirical results (2021), in: Autonomous Agents and Multi-Agent Systems |
[DOI] |
| , , , and , Study of Context-based Personalized Recommendations for Points of Interest, in: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Melbourne, VIC, Australia, páginas 482–487, ACM, 2021 |
[DOI] [URL] |
| , , , , and , The Evolution of Chatbots in Tourism: a Systematic Literature Review, in: Information and Communication Technologies in Tourism (ENTER 2021), 2021 |
[DOI] |
| , and , Towards Collaborative Creativity in Persuasive Multi-agent Systems, in: Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, páginas 40-51, Springer, 2021 |
[DOI] |
2020
| , , , , , , , , , , , , , and , ACTION-EHR: Patient-Centric Blockchain-Based Electronic Health Record Data Management for Cancer Care (2020), in: Journal of Medical Internet Research, 22:8 |
[DOI] [URL] |
| , , and , Agent-Based Explanations in AI: Towards an Abstract Framework, in: Post-Proceedings o EXTRAAMAS 2020, Springer, 2020 |
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| , and , Agent-based Modeling for Ontology-driven Analysis of Patient Trajectories (2020), in: Journal of Medical Systems, 44:9(1-11) |
[DOI] |
| , , and , An Abstract Framework for Agent-Based Explanations in AI, in: Proceedings of International Conference on Autonomous Agents and Multi-Agent Systems 2020, 2020 |
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| , and , Decentralized Management of Patient Profiles and Trajectories through Semantic Web Agents, in: Proceedings of the Third International Workshop on Semantic Web Meets Health Data Management (SWH 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), páginas 19--29, CEUR-WS.org, 2020 |
[URL] |
| , , and , Dynamic Consent Management for Clinical Trials via Private Blockchain Technology (2020), in: Journal of Ambient Intelligence and Humanized Computing(1-18) |
[DOI] |
| , , , , , and , Ethical Concerns and Opportunities in Binding Intelligent Systems and Blockchain Technology, in: Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness, The PAAMS Collection, páginas 5-16, Springer, 2020 |
[DOI] |
| , , , and , Guest Editorial: Healthcare Intelligent Multi Agent Systems (2020), in: Journal of Medical Systems, 44:138 |
[DOI] [URL] |
| , , , and , In-time Explainability in Multi-Agent Systems: Challenges, Opportunities, and Roadmap, in: Post-Proceedings o EXTRAAMAS 2020, 2020 |
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| , and , Personal Data Privacy Semantics in Multi-Agent Systems Interactions, in: Proceedings of 18th International Conference on Practical Applications of Agents and Multi-Agent Systems, Aquila, Italy, páginas 55-67, 2020 |
[DOI] |
| , , and , Quasi-experiment to measure the suitability of design innovation in service processes - The case of autonomous vehicles for mobility service, 16th International Research Conference in Service Management, 2020 |
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| , , and , SEAMLESS: Simulation and Analysis for Multi-Agent System in Time-Constrained Environments, in: Proceedings of 18th International Conference on Practical Applications of Agents and Multi-Agent Systems, Aquila, Italy, páginas 392-397, Springer, 2020 |
[DOI] |
2019
| , , , and , A Startup Assessment Approach based on Multi-Agent and Blockchain Technologies, in: Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS, 2019 |
[DOI] |
| , , , and , Explainable Multi-Agent Systems through Blockchain Technology, 2019 |
[URL] |
| , , , , , and , Intelligent Healthcare Data Management using Blockchain: Current Limitation and Future Research Agenda, in: Proceedings of the Fifth International Workshop on Data Management and Analytics for Medicine and Healthcare, worshop of the 45th International Conference on Very Large Data Bases (VLDB 2019), Springer, 2019 |
[DOI] [URL] |
| , , , , and , Issues of the integrated development of tourist destinations on the basis of the blockchain : a qualitative survey carried out in Switzerland, in: Proceedings of the 2nd International Conference on Digital, Innovation, Entrepreneurship and Financing (DIF‘2019) conference, Valencia, 2019 |
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| , , , and , Real-Time Multi-Agent Systems for Telerehabilitation Scenarios (2019), in: Artificial Intelligence in Medicine |
[DOI] |
| , , , and , Semi-automatic Semantic Enrichment of Personal Data Streams, in: Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems (SEMANTiCS 2019), CEUR-WS.org, 2019 |
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| , , , and , Social Network Chatbots for Smoking Cessation: Agent and Multi-Agent Frameworks, 2019 |
[DOI] |
| , , , , and , The Good, the Bad, and the Ethical Implications of Bridging Blockchain and Multi-Agent Systems (2019), in: Information (ISSN 2078-2489) |
[DOI] |
| , , and , Towards Profile and Domain Modelling in Agent-based Applications for Behavior Change, in: Proc of the 17th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), páginas 16-28, Springer Verlag, 2019 |
[DOI] |
| , and , Towards Semantic Models for Profiling and Behavior Change in eHealth Applications, in: Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems (SEMANTiCS 2019), CEUR-WS, 2019 |
[URL] |
| , , , and , Trust in Tourism via Blockchain Technology: Results from a Systematic Review, 2019 |
[DOI] [URL] |
2018
| , and , A Chatbot engine for personalized health support programmes, in: First Workshop on Chatbot held during the International Conference on Web and Social Media 2018, 2018 |
| , , , and , A Task-sets Generator for Supporting the Analysis of Multi-Agent Systems under General Purpose and Real-Time Conditions, in: In Proceedings of first International Workshop on Real-Time compliant Multi-Agent Systems, 2018 |
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| , and , Essais Clinique Multicentriques: Transparence et Contrôle de la Qualité Grâce à la Blockchain et aux Systèmes Multi-Agents (2018), in: Swiss Medical Informatics 2018(32) |
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| , , , , , , and , Indexing the Event Calculus: towards practical human-readable Personal Health Systems (2018), in: ISSN: 0933-3657 Artificial Intelligence in Medicine |
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