Michael Schumacher
Orcid: 0000-0002-5123-5075Affiliations:
- University of Applied Sciences Western Switzerland, Sierre, Switzerland
- EPFL, Lausanne, Switzerland (former)
According to our database1,
Michael Schumacher
authored at least 108 papers
between 1998 and 2024.
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Bibliography
2024
Explanation of Deep Learning Models via Logic Rules Enhanced by Embeddings Analysis, and Probabilistic Models.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2024
A Framework for Explainable Multi-purpose Virtual Assistants: A Nutrition-Focused Case Study.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2024
2023
AI Ethics, November, 2023
J. Web Semant., April, 2023
Comput. Methods Programs Biomed., April, 2023
J. Ambient Intell. Humaniz. Comput., 2023
Explanation Generation via Decompositional Rules Extraction for Head and Neck Cancer Classification.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023
2022
Integration of Local and Global Features Explanation with Global Rules Extraction and Generation Tools.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2022
2021
J. Medical Syst., 2021
Auton. Agents Multi Agent Syst., 2021
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021
Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021
2020
J. Medical Syst., 2020
J. Ambient Intell. Humaniz. Comput., 2020
Decentralized Management of Patient Profiles and Trajectories through Semantic Web Agents.
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), 2020
Ethical Concerns and Opportunities in Binding Intelligent Systems and Blockchain Technology.
Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection, 2020
SEAMLESS: Simulation and Analysis for Multi-Agent System in Time-Constrained Environments.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
In-Time Explainability in Multi-Agent Systems: Challenges, Opportunities, and Roadmap.
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020
2019
The Good, the Bad, and the Ethical Implications of Bridging Blockchain and Multi-Agent Systems.
Inf., 2019
Artif. Intell. Medicine, 2019
Indexing the Event Calculus: Towards practical human-readable Personal Health Systems.
Artif. Intell. Medicine, 2019
Artif. Intell. Medicine, 2019
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
Intelligent Health Care Data Management Using Blockchain: Current Limitation and Future Research Agenda.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019
Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019
Towards Profile and Domain Modelling in Agent-Based Applications for Behavior Change.
Proceedings of the Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection, 2019
Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, Germany, September 9th - to, 2019
Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, Germany, September 9th - to, 2019
Proceedings of the Information and Communication Technologies in Tourism 2019, 2019
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2019
2018
Reputation Management in Multi-Agent Systems Using Permissioned Blockchain Technology.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Trusted Registration, Negotiation, and Service Evaluation in Multi-Agent Systems throughout the Blockchain Technology.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018
MAXIM-GPRT: A Simulator of Local Schedulers, Negotiations, and Communication for Multi-Agent Systems in General-Purpose and Real-Time Scenarios.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018
Proceedings of the 1st International Workshop on Real-Time compliant Multi-Agent Systems co-located with the Federated Artificial Intelligence Meeting, 2018
A Task-sets Generator for Supporting the Analysis of Multi-Agent Systems under General Purpose and Real-Time Conditions.
Proceedings of the 1st International Workshop on Real-Time compliant Multi-Agent Systems co-located with the Federated Artificial Intelligence Meeting, 2018
Multi-Agent Systems' Negotiation Protocols for Cyber-Physical Systems: Results from a Systematic Literature Review.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
2017
COMPOSE: Using temporal patterns for interpreting wearable sensor data with computer interpretable guidelines.
Comput. Biol. Medicine, 2017
Proceedings of the International Conference on Web Intelligence, 2017
How Blockchain Could Empower eHealth: An Application for Radiation Oncology - (Extended Abstract).
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2017
Proceedings of the Semantic Web - ISWC 2017, 2017
Demonstration of MAGPIE: An Agent Platform for Monitoring Chronic Diseases on Android.
Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017
Local Scheduling in Multi-Agent Systems: Getting Ready for Safety-Critical Scenarios.
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2017
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2017
TUCUXI: An Intelligent System for Personalized Medicine from Individualization of Treatments to Research Databases and Back.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Proceedings of the Autonomous Agents and Multiagent Systems, 2017
Agent-Based Systems for Telerehabilitation: Strengths, Limitations and Future Challenges.
Proceedings of the Agents and Multi-Agent Systems for Health Care, 2017
Proceedings of the AMIA 2017, 2017
2016
Sensor Monitoring of Physical Activity to Improve Glucose Management in Diabetic Patients: A Review.
Sensors, 2016
Special Issue JOMS - Journal of Medical Systems, 2016 on Agent-Empowered HealthCare Systems.
J. Medical Syst., 2016
An expert Personal Health System to monitor patients affected by Gestational Diabetes Mellitus: A feasibility study.
J. Ambient Intell. Smart Environ., 2016
A Python Framework for Exhaustive Machine Learning Algorithms and Features Evaluations.
Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016
2015
Performance comparison of multi-label learning algorithms on clinical data for chronic diseases.
Comput. Biol. Medicine, 2015
Proceedings of the ICT Systems Security and Privacy Protection, 2015
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015
COMPASS: An interoperable Personal Health System to monitor and compress signals in chronic obstructive pulmonary disease.
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015
2014
Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms.
J. Biomed. Informatics, 2014
Int. J. Artif. Intell. Tools, 2014
MAGPIE: an agent platform for the development of mobile applications for pervasive healthcare.
Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014
The Present and Future of Dynamic e-Health Interoperability in Switzerland - Results of an Online Questionnaire.
Proceedings of the HEALTHINF 2014, 2014
2013
Multiagent Grid Syst., 2013
J. Ambient Intell. Smart Environ., 2013
A peer to peer agent coordination framework for IHE based cross-community health record exchange.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
Proceedings of the Enterprise Information Systems - 15th International Conference, 2013
Fairtrace - A Semantic-web Oriented Traceability Solution Applied to the Textile Traceability.
Proceedings of the ICEIS 2013, 2013
2012
Appl. Artif. Intell., 2012
Proceedings of the First International Conference on Agreement Technologies, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Proceedings of the Highlights in Practical Applications of Agents and Multiagent Systems, 2011
Monitoring Gestational Diabetes Mellitus with Cognitive Agents and Agent Environments.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the Information and Communication Technologies in Tourism 2011, 2011
Proceedings of the Electronic Healthcare - 4th International Conference, 2011
Proceedings of the Electronic Healthcare - 4th International Conference, 2011
Proceedings of the Coordination, 2011
2010
Interoperability prototype between hospitals and general practitioners in Switzerland.
Proceedings of the MEDINFO 2010, 2010
Proceedings of the Multiagent System Technologies, 8th German Conference, 2010
A Federated Triple Store Architecture for Healthcare Applications.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 3, ISAS, Funchal, Madeira, Portugal, June 8, 2010
Proceedings of the Seamless Care - Safe Care - The Challenges of Interoperability and Patient Safety in Health Care, 2010
2009
Multiagent Grid Syst., 2009
MediCoordination: A Practical Approach to Interoperability in the Swiss Health System.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
2008
Special track on Coordination Models, Languages and Architectures: editorial message.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
2007
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
Discovering Semantic Web Services in Federated Directories.
Proceedings of the ICEIS 2007, 2007
Proceedings of the Engineering Environment-Mediated Multi-Agent Systems, 2007
Proceedings of the Multi-Agent Systems and Applications V, 2007
2006
Proceedings of the European Conference on eHealth 2006, 2006
Proceedings of the European Conference on eHealth 2006, 2006
2005
Proceedings of the Multiagent System Technologies, Third German Conference, 2005
Proceedings of the Environments for Multi-Agent Systems II, Second International Workshop, 2005
2001
Lecture Notes in Computer Science 2039, Springer, ISBN: 3-540-41982-9, 2001
1999
The STL++ Coordination Language: Application to Simulating the Automation of a Trading System.
Proceedings of the 1st International Conference on Enterprise Information Systems, 1999
The STL++ Coordination Language: A Base for Implementing Distributed Multi-agent Applications.
Proceedings of the Coordination Languages and Models, Third International Conference, 1999
1998
Proceedings of the 1998 ACM symposium on Applied Computing, 1998