Michael Schumacher

Orcid: 0000-0002-5123-5075

Affiliations:
  • University of Applied Sciences Western Switzerland, Sierre, Switzerland
  • EPFL, Lausanne, Switzerland (former)


According to our database1, Michael Schumacher authored at least 105 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Ethical and legal considerations for nutrition virtual coaches.
AI Ethics, November, 2023

Decentralized semantic provision of personal health streams.
J. Web Semant., April, 2023

Breast cancer survival analysis agents for clinical decision support.
Comput. Methods Programs Biomed., April, 2023

Exploring agent-based chatbots: a systematic literature review.
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
Cohort and Trajectory Analysis in Multi-Agent Support Systems for Cancer Survivors.
J. Medical Syst., 2021

Real-time multi-agent systems: rationality, formal model, and empirical results.
Auton. Agents Multi Agent Syst., 2021

Study of Context-based Personalized Recommendations for Points of Interest.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

A personalized agent-based chatbot for nutritional coaching.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Towards Collaborative Creativity in Persuasive Multi-agent Systems.
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
Guest Editorial: Healthcare Intelligent Multi Agent Systems.
J. Medical Syst., 2020

Agent-based Modeling for Ontology-driven Analysis of Patient Trajectories.
J. Medical Syst., 2020

Dynamic consent management for clinical trials via private blockchain technology.
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

Personal Data Privacy Semantics in Multi-Agent Systems Interactions.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020

Agent-Based Explanations in AI: Towards an Abstract Framework.
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020

An Abstract Framework for Agent-Based Explanations in AI.
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

Autonomous agents and multi-agent systems applied in healthcare.
Artif. Intell. Medicine, 2019

Indexing the Event Calculus: Towards practical human-readable Personal Health Systems.
Artif. Intell. Medicine, 2019

Real-time multi-agent systems for telerehabilitation scenarios.
Artif. Intell. Medicine, 2019

Social Network Chatbots for Smoking Cessation: Agent and Multi-Agent Frameworks.
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

A Startup Assessment Approach Based on Multi-Agent and Blockchain Technologies.
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

Towards Semantic Models for Profiling and Behavior Change in eHealth Applications.
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

Semi-automatic Semantic Enrichment of Personal Data Streams.
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

Trust in Tourism via Blockchain Technology: Results from a Systematic Review.
Proceedings of the Information and Communication Technologies in Tourism 2019, 2019

Explainable Multi-Agent Systems Through Blockchain Technology.
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

Multi-Agent Systems and Blockchain: Results from a Systematic Literature Review.
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

Timing Reliability for Local Schedulers in Multi-Agent Systems.
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
Indexing the Event Calculus with Kd-trees to Monitor Diabetes.
CoRR, 2017

COMPOSE: Using temporal patterns for interpreting wearable sensor data with computer interpretable guidelines.
Comput. Biol. Medicine, 2017

The challenge of real-time multi-agent systems for enabling IoT and CPS.
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

The MedRed Ontology for Representing Clinical Data Acquisition Metadata.
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

Multi-agent Interactions on the Web Through Linked Data Notifications.
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

Event Calculus Agent Minds Applied to Diabetes Monitoring.
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

Secure and Trustable Electronic Medical Records Sharing using Blockchain.
Proceedings of the AMIA 2017, 2017

2016
Sensor Monitoring of Physical Activity to Improve Glucose Management in Diabetic Patients: A Review.
Sensors, 2016

Processing Diabetes Mellitus Composite Events in MAGPIE.
J. Medical Syst., 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

A Cloud-Based eHealth Architecture for Privacy Preserving Data Integration.
Proceedings of the ICT Systems Security and Privacy Protection, 2015

Case-based retrieval of similar diabetic patients.
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

Secure P2P Cross-Community Health Record Exchange in IHE Compatible Systems.
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
Predicting snow height in ski resorts using an agent-based simulation.
Multiagent Grid Syst., 2013

COMMODITY<sub>12</sub>: A smart e-health environment for diabetes management.
J. Ambient Intell. Smart Environ., 2013

A self-healing distributed pervasive health system.
Int. J. Web Eng. Technol., 2013

The role of the environment in agreement technologies.
Artif. Intell. Rev., 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

Fairtrace: Applying Semantic Web Tools and Techniques to the Textile Traceability.
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
Interdependent Artificial Institutions in Agent Environments.
Appl. Artif. Intell., 2012


Agent based monitoring of gestational diabetes mellitus (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Pervasive Healthcare Using Self-Healing Agent Environments.
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

Recommender systems for dynamic packaging of tourism services.
Proceedings of the Information and Communication Technologies in Tourism 2011, 2011

An Agent Based Pervasive Healthcare System: A First Scalability Study.
Proceedings of the Electronic Healthcare - 4th International Conference, 2011

An Agile Methodology for IHE-Enabled Deployments.
Proceedings of the Electronic Healthcare - 4th International Conference, 2011

MANET: A Model for First-Class Electronic Institutions.
Proceedings of the Coordination, 2011

2010
Coordination models, languages and applications.
Sci. Comput. Program., 2010

Interoperability prototype between hospitals and general practitioners in Switzerland.
Proceedings of the MEDINFO 2010, 2010

Towards Distributed Agent Environments for Pervasive Healthcare.
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

HEALTH-IDENTITY: Mobile services for consumers of medicines.
Proceedings of the Seamless Care - Safe Care - The Challenges of Interoperability and Patient Safety in Health Care, 2010

2009
The agent environment in multi-agent systems: A middleware perspective.
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

Extending peer-to-peer networks for approximate search.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007
WSDir: A Federated Directory System of Semantic Web Services.
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007

Federated directories of Semantic web services.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Discovering Semantic Web Services in Federated Directories.
Proceedings of the ICEIS 2007, 2007

Modeling and Design of an Agent-Based Micro-simulation of the Swiss Highway Network.
Proceedings of the Engineering Environment-Mediated Multi-Agent Systems, 2007

Governing Environments for Agent-Based Traffic Simulations.
Proceedings of the Multi-Agent Systems and Applications V, 2007

2006
Efficient Networking for Pervasive eHealth Applications.
Proceedings of the European Conference on eHealth 2006, 2006

Context-aware Service Coordination for Mobile e-Health Applications.
Proceedings of the European Conference on eHealth 2006, 2006

2005
Environments in multiagent systems.
Knowl. Eng. Rev., 2005

CASCOM: Context-Aware Service Co-ordination in Mobile P2P Environments.
Proceedings of the Multiagent System Technologies, Third German Conference, 2005

The Governing Environment.
Proceedings of the Environments for Multi-Agent Systems II, Second International Workshop, 2005

2001
Objective Coordination in Multi-Agent System Engineering - Design and Implementation
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
Coordinating autonomous entities.
Proceedings of the 1998 ACM symposium on Applied Computing, 1998


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