Keywords:
- Adaptive behavior
- Agent architecture
- Agent-based modelling
- Agent-based modelling · Modal choice simulation · Multi- agent system · Behavioural theory
- Agent-oriented Software Engineering (AOSE)
- Ambient Intelligence
- Ant-inspired
- artificial intelligence
- Automated Contract handling
- automated energy negotiation
- automated negotiation
- Balancing
- Behavioural theory
- bin packing
- BPM
- Calibration
- Classification
- climate change
- complex systems
- Configuration
- constructive heuristic
- consumer choice metamodel mapping
- Controller reliability
- coopetition
- Coordination
- Cross-market optimization
- Demand Model
- Diabetes Monitoring
- Digital twin
- Discrete choice analysis
- distributed constraint optimization
- distributed decision-making
- e-Government
- Electric Vehicle
- energy balancing groups
- Energy Markets
- energy transition
- Evolutionary algorithm
- forecasting
- Function approximation
- Genetic Algorithm
- Gestational Diabetes Mellitus
- hydro power
- integrated planning
- Intelligent Agents
- interdisciplinary collaboration
- investments
- Learning-based controller
- logistics
- machine learning
- manufacturing control
- mass customization
- Mathematical solvers
- metaheuristic
- Microscopic traffic simulation
- Mixed Integer Problems
- Mobility
- Modal choice simulation
- Model Driven Development
- Multi-agent based simulation
- Multi-Agent Systems
- Negotiation design
- Normative Systems
- Novelty search
- online planning
- Ontology
- operation management
- operations research
- optimization
- package planning
- Performance maintainance
- Performance Measurement
- Pervasive Healthcare
- Planning Systems
- Real-time Big Data analytics
- Real-Time Data
- Regulated autonomy
- Runtime Prediction
- scheduling
- Security
- selection process
- Self-stabilizing
- Semantic Web Technologies
- Simulation
- smart contract
- smart devices
- Smart Grid
- smart micro grid
- Smart Motorway
- Smart roads
- Standards
- structured simulation
- Structured simulations
- SUMO
- supply-chains
- Switzerland
- Systematic exploration
- Telemedicine
- trade-off strategies
- Traffic control
- Traffic sensors
- Traffic simulation
- Tuning mathematical solvers
- Variable speed limit
- vehicle routing
- virtual power plants
- workforce scheduling
Publications of René Schumann sorted by journal and type
| 1-50 | 51-96 |
Advanced Engineering Informatics
| , and , A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics (2023), in: Advanced Engineering Informatics, 55 |
[DOI] [URL] |
Communications of SIWN
| , and , Management-by-Exception - A Modern Approach to Managing Self-Organizing Systems (2008), in: Communications of SIWN, 4(168-172) |
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Energy Informatics
| , , and , Scaling: managing a large number of distributed battery energy storage systems (2018), in: Energy Informatics, 1:1(20) |
[DOI] [URL] |
in: Journal of Ambient Intelligence and Smart Environments, Ios Press
, , , , and , An Expert Personal Health System to Monitor Patients Affected by Gestational Diabetes Mellitus: A Feasibility Study (2016), in: in: Journal of Ambient Intelligence and Smart Environments, Ios Press, 8:2(219-237)
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[DOI] |
Industrie Management
| , , and , Intentionserkennung in automatisierten Lagerhallen (2008), in: Industrie Management, 24:4(49 -- 52) |
[URL] |
Journal of Applied Packaging Research
| , and , Bin Packing of Potted Plants for Efficient Transportation (2010), in: Journal of Applied Packaging Research, 4:1(27 - 52) |
[URL] |
Journal of Intelligent Transportation Systems Technology, Planning, and Operations (J-ITS)
| , , and , Don't Go with the Ant Flow: Ant-inspired Traffic Routing in Urban Environments (2015), in: Journal of Intelligent Transportation Systems Technology, Planning, and Operations (J-ITS) |
[DOI] [URL] |
KI
| , Engineering Coordination A Methodology for the Coordination of Planning Systems (2012), in: KI, 26:1(87-90) |
[DOI] [URL] |
Künstliche Intelligenz (KI)
| , , , and , Umfrage zur GI-Fachgruppe Verteilte KI (2009), in: Künstliche Intelligenz (KI), 23:1(69) |
| and , The Potted Plant Packing Problem: Towards a practical solution (2007), in: Künstliche Intelligenz (KI), 21:1(10 - 15) |
| , and , The World of PuK - Service (2007), in: Künstliche Intelligenz (KI), 21:1(44) |
Renewable Energy and Environmental Sustainability
| , , and , Floating PV in mountain artificial lakes: a checklist for site assessment (2021), in: Renewable Energy and Environmental Sustainability, 6:4 |
[DOI] [URL] |
Springer Nature Economics & Business
| , and , A meso-level empirical validation approach for agent-based computational economic models drawing on micro-data: a use case with a mobility mode-choice model (2021), in: Springer Nature Economics & Business, 1:80 |
[DOI] |
Swiss Medical Informatics
| , , , , , , , and , Ein Telemedizinsystem für Schwangerschaftsdiabetes (2014), in: Swiss Medical Informatics, 30 |
[DOI] [URL] |
Publications of type Book
2011
| , Engineering Coordination: A Methodology for the Coordination of Planning Systems, IOS Press, DISKI, volume 335, 2011 |
[URL] |
Publications of type Inbook
2016
| , , , , and , Autonomic Road Transport Support Systems: An Introduction, pages 1 -- 11, Springer International Publishing, 2016 |
[DOI] [URL] |
| , Performance maintenance of ARTS systems: Finding and managing performance deterioration by undesired adaptive behaviors, pages 181-195, Springer International Publishing, 2016 |
[DOI] [URL] |
2007
| , , and , Enabling SME Logistic Networks using Lean IT Solutions, a Case Study, pages 17 - 36, Erich Schmidt Verlag, Operations and Technology Management, 2007 |
[URL] |
Publications of type Inproceedings
2025
| , , , , , , , , , and , A conceptual validation of the Consumer Choice Framework, in: Proceedings of the Social Simulation Conference, Delft, Netherlands, 2025 |
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| and , Poster Abstract: Architecture of perception for Behaviour-driven Demand Modelling, ACM SIGEnergy Energy Informatics Review, 2025 |
[DOI] [URL] |
2024
| , , , , , and , Evaluation of Traffic Controller Performance via Systematic Exploration, in: Post-proceedings of the 66th International Symposium ELMAR-2024, Zadar, Croatia, pages 165 -- 168, IEEE, 2024 |
[DOI] [URL] |
| and , Modeling Coopetition Dynamics Using Agent-Based Approaches, PuK September 2024, JMU Würzburg, 2024 |
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2023
| , , , and , Reliable learning-based controllers and how structured simulation is a path towards them, in: Proceedings of 5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI’ 2023), TENERIFE (CANARY ISLANDS), SPAIN, pages 268 -- 274, 2023 |
2022
| , and , Building a Motorway Digital Twin in SUMO: Real-Time Simulation of Continuous Data Stream from Traffic Counters,, in: Proceedings of the 2022 International Symposium ELMAR, Zadar, Croatia, pages 71 -- 76, IEEE, 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 , Simulating Bounded Rationality in Decision-Making: An Agent-Based Choice Modelling of Vehicle Purchasing, in: Proceedings of the Social Simulation Conference, 2022 |
[DOI] |
2021
| and , A Socio-psychological Approach to Simulate Trust and Reputation in Modal Choices, in: PRIMA 2020: Principles and Practice of Multi-Agent Systems, pages 39--54, Springer International Publishing, 2021 |
[DOI] [URL] |
2020
| and , On Developing A More Comprehensive Decision-Making Architecture for Empirical Social Research: Lesson from Agent-Based Simulation of Mobility Demands in Switzerland, in: Multi-Agent-Based Simulation XX, pages 39--54, Springer International Publishing, 2020 |
[DOI] [URL] |
2019
| and , An Exploratory Comparison of Behavioural Determinants in Mobility Modal Choices, in: Advances in Social Simulation, 2019 |
[DOI] |
| and , How to Optimize Gower Distance Weights for the k-Medoids Clustering Algorithm to Obtain Mobility Profiles of the Swiss Population, in: 2019 6th Swiss Conference on Data Science (SDS), Bern, pages 51 - 56, IEEE, 2019 |
[DOI] [URL] |
| and , Strategies for Runtime Prediction and Mathematical Solvers Tuning, in: Proceedings of the 11th International Conference on Agents and Artificial Intelligence (ICAART 2019), 2019 |
[DOI] [URL] |
| and , Towards Systematic Testing of Complex Interacting Systems, in: Proceedings of the First Workshop on Systemic Risks in Global Networks co-located with 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), Siegen, Germany, pages 55-63, CEUR Workshop proceedings, 2019 |
[URL] |
| and , Using Mobility Profiles for Synthetic Population Generation, in: Social Simulation Conference (SSC), Mainz, Springer, 2019 |
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| , , and , Who is buying EVs in Switzerland and who could be next? Insights and policy lessons from SHEDS panel data, 2019 |
2018
| , and , Exploring effects of parameter configuration on runtime, using mathematical solvers, in: Proceedings of the 31. Workshop "Planen, Scheduling und Konfigurieren, Entwerfen" (PuK 2018), 2018 |
[URL] |
| , , and , People-centric policies for decarbonization: Testing psycho-socio-economic approaches by an agent-based model of heterogeneous mobility demand, in: CEF 2018 24th Annual Conference on Computing in Economics and Finance, Milan, 2018 |
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| , and , Solver Tuning and Model Configuration, in: Proceedings of the 41st German Conference on Artificial Intelligence (KI 2018), Berlin, pages 141 -- 154, Springer, Cham, 2018 |
[DOI] [URL] |
| , and , Towards Automated Contract Handling, 2018 |
[DOI] |
2016
| and , An Ontology Driven approach for modeling a Multi Agent Based Electricity Market, in: 14th German Conference on Multiagent System Technologies (MATES 2016), Klagenfurt, Austria, pages 27 -- 40, Springer International Publishing, 2016 |
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| and , Automatic Configuration of Hybrid Mathematical Models, in: Proceedings of the 18th International Configuration Workshop within CP 2016 Conference, Toulouse, France, pages 55 -- 60, École des Mines d’Albi-Carmaux, 2016 |
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2015
| , , and , Configuration of Hydro Power Plant Mathematical Models, in: Energy Informatics: Proceedings of the Energieinformatik 2015, Springer, 2015 |
| and , Dynamic and Configurable Mathematical Modelling of a Hydropower plant Research in Progress Paper, in: Presented at the 29. Workshop "Planen, Scheduling und Konfigurieren, Entwerfen" (PuK 2015), Dresden, 2015 |
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2014
| , and , Approaches for Mapping E-Government Services, in: Gemeinsam Electronic Government ziel(gruppen) gerechet gestalten und organisieren. Proceedings Gemeinsame Fachtagung Verwaltungsinformatik (FTVI) und Fachtagung Rechtsinformatik (FTRI) 2014, Berlin, pages 97 -109, Gesellschaft für Informatik, 2014 |
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| , , and , Effective Business process documentation in federal structures, in: Proceeding of Informatik 2014 (Workshop BPM im Öffentlichen Sektor), Stuttgart, Germany, pages 1043 - 1058, GI, 2014 |
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2013
| , and , Specification of Trade-Off Strategies for Agents: A Model-Driven Approach, in: Agent-Oriented Software Engineering XIII, Berlin, Heidelberg, pages 40 - 55, Springer, 2013 |
[DOI] [URL] |
2012
| , , and , Agent Based Monitoring of Gestational Diabetes Mellitus (Demonstration), in: Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), Valencia, Spain, International Foundation for Autonomous Agents and Multiagent Systems (www.ifaamas.org), 2012 |
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| and , Demand forecasting and smart devices as building blocks of smart micro grids, in: Proceedings of the Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012), pages 689 -694, IEEE CPS, 2012 |
[DOI] [URL] |
| , , and , Don’t Go with the Ant Flow: Ant-inspired Traffic Routing in Urban Environments, in: Proceedings of the 7th. International Workshop on Agents in Traffic and Transportation (ATT 2012) held at AAMAS 2012, Valencia, Spain, 2012 |
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| , , and , Enforcing Security in Pervasive Healthcare Monitoring Gestational Diabetes Mellitus, in: Proceedings of the Fourth International Conference on eHealth, Telemedicine, and Social Medicine (eTELEMED 2012), Valencia, Spain, pages 221-226, IARIA, 2012 |
[URL] |
| , and , Model-driven Specification of Strategies for Negotiating Agents, in: Proceedings of the 13th. International Workshop on Agent-Oriented Software Engineering (AOSE 2012) held at AAMAS 2012, Valencia, Spain, pages 29-40, 2012 |
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| 1-50 | 51-96 |