Martijn C. Schut

According to our database, Martijn C. Schut authored at least 73 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges.

Martijn C. Schut, Dave A. Dongelmans, Dylan W. De Lange, Sylvia Brinkman, D. P. Verbiest, L. F. te Velde, E. M. van Driel, T. Rijpstra, P. H. J. Elbers, A. P. I. Houwink, L. Georgieva, E. Verweij, R. M. de Jong, F. M. van Iersel, T. J. J. Koning, E. Rengers, N. Kusadasi, M. L. Erkamp, R. Van den Berg, C. J. M. G. Jacobs, J. L. Epker, A. A. Rijkeboer, M. T. de Bruin, P. Spronk, A. Draisma, D. J. Versluis, A. E. van den Berg, M. Vrolijk-de Mos, J. A. Lens, R. V. Pruijsten, H. Kieft, J. Rozendaal, Fleur G. C. A. Nooteboom, D. P. Boer, I. T. A. Janssen, L. van Gulik, M. P. Koetsier, V. M. Silderhuis, R. M. Schnabel, I. Drogt, Wouter de Ruijter, Robert-Jan Bosman, T. Frenzel, Louise C. Urlings-Strop, A. Dijkhuizen, I. Z. Hené, A. R. de Meijer, J. W. M. Holtkamp, N. Postma, A. J. G. H. Bindels, R. M. J. Wesselink, E. R. van Slobbe-Bijlsma, Peter H. J. van der Voort, B. J. W. Eikemans, D. Jannet Mehagnoul-Schipper, D. Gommers, J. G. Lutisan, M. Hoeksema, M. G. W. Barnas, Barbara Festen-Spanjer, M. van Lieshout, N. C. Gritters, Martijn van Tellingen, Gert B. Brunnekreef, J. Vandeputte, T. P. J. Dormans, M. E. Hoogendoorn, M. de Graaff, D. Moolenaar, Auke C. Reidinga, J. J. Spijkstra, R. de Waal, D. Ramnarain, Nicolette F. de Keizer, Ameen Abu-Hanna

BMC Medical Informatics Decis. Mak., December, 2024

2023

Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal.

Iacopo Vagliano, Noman Dormosh, Miguel Rios, Torec T. Luik, T. M. Buonocore, Paul W. G. Elbers, Dave A. Dongelmans, Martijn C. Schut, Ameen Abu-Hanna

J. Biomed. Informatics, October, 2023

Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU.

Iacopo Vagliano, Maurice Y. Kingma, Dave A. Dongelmans, Dylan W. De Lange, Nicolette F. de Keizer, Martijn C. Schut

Comput. Biol. Medicine, September, 2023

Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review.

Izak A. R. Yasrebi-de Kom, Dave A. Dongelmans, Nicolette F. de Keizer, Kitty J. Jager, Martijn C. Schut, Ameen Abu-Hanna, Joanna E. Klopotowska

J. Am. Medical Informatics Assoc., April, 2023

2022

Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records.

Iacopo Vagliano, Martijn C. Schut, Ameen Abu-Hanna, Dave A. Dongelmans, Dylan W. De Lange, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, Attila Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Merijn C. Reuland, M. Sesmu Arbous, Lucas M. Fleuren, Tariq A. Dam, Patrick J. Thoral, Robbert C. A. Lalisang, Michele Tonutti, Daan P. de Bruin, Paul W. G. Elbers, Nicolette F. de Keizer

Int. J. Medical Informatics, 2022

Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.

Iacopo Vagliano, Sylvia Brinkman, Ameen Abu-Hanna, M. Sesmu Arbous, Dave A. Dongelmans, Paul W. G. Elbers, Dylan W. De Lange, Mihaela van der Schaar, Nicolette F. de Keizer, Martijn C. Schut

Int. J. Medical Informatics, 2022

External Validation and Transportability of Models to Predict Acute Kidney Injury in the Intensive Care Unit.

Iacopo Vagliano, Carmen Byrne Salsas, Tina Wünn, Martijn C. Schut

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021

Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis.

W. Qi, Ameen Abu-Hanna, Thamar Eva Maria van Esch, Derek de Beurs, Yuntao Liu, Linda E. Flinterman, Martijn C. Schut

Artif. Intell. Medicine, 2021

Interpretable and Continuous Prediction of Acute Kidney Injury in the Intensive Care.

Iacopo Vagliano, Oleksandra Lvova, Martijn C. Schut

Proceedings of the Public Health and Informatics, 2021

Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care.

Iacopo Vagliano, Wei-Hsiang Hsu, Martijn C. Schut

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer.

Torec T. Luik, Miguel Rios, Ameen Abu-Hanna, Henk C. P. M. van Weert, Martijn C. Schut

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons.

Noman Dormosh, Ameen Abu-Hanna, Nathalie van der Velde, Martijn C. Schut

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2012

Evolving behavioral specialization in robot teams to solve a collective construction task.

Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben

Swarm Evol. Comput., 2012

Evolving team behaviors with specialization.

Geoff S. Nitschke, A. E. Eiben, Martijn C. Schut

Genet. Program. Evolvable Mach., 2012

Evolutionary and Swarm Computing for the Semantic Web.

Christophe Guéret, Stefan Schlobach, Kathrin Dentler, Martijn C. Schut, Gusz Eiben

IEEE Comput. Intell. Mag., 2012

2011

Evolution of Things

A. E. Eiben, N. Ferreira, Martijn C. Schut, Serge Kernbach

CoRR, 2011

Approximating safe spacing policies for adaptive cruise control strategies.

Willem H. van Willigen, Martijn C. Schut, Leon J. H. M. Kester

Proceedings of the 2011 IEEE Vehicular Networking Conference, 2011

Evaluating adaptive cruise control strategies in worst-case scenarios.

Willem H. van Willigen, Martijn C. Schut, Leon J. H. M. Kester

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Diversity Measurement of Recommender Systems under Different User Choice Models.

Zoltán Szlávik, Wojtek Kowalczyk, Martijn C. Schut

Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Online Adaptation of Path Formation in UAV Search-and-Identify Missions.

Willem H. van Willigen, Martijn C. Schut, A. E. Eiben, Leon J. H. M. Kester

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Embodied artificial evolution: the future of artificial evolutionary systems.

A. E. Eiben, N. Ferreira, Martijn C. Schut, Serge Kernbach

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

The Impact of Recommender Systems on Item-, User-, and Rating-Diversity.

Wojtek Kowalczyk, Zoltán Szlávik, Martijn C. Schut

Proceedings of the Agents and Data Mining Interaction, 2011

2010

Individual-based simulation of sexual selection: A quantitative genetic approach.

David van Dijk, Peter M. A. Sloot, J. C. Tay, Martijn C. Schut

Proceedings of the International Conference on Computational Science, 2010

On model design for simulation of collective intelligence.

Martijn C. Schut

Inf. Sci., 2010

Collective neuro-evolution for evolving specialized sensor resolutions in a multi-rover task.

Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben

Evol. Intell., 2010

Modelling Dynamic Forgetting in Distributed Information Systems.

Nicolas Höning, Martijn C. Schut

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

2009

Formal Analysis of Dynamics within Philosophy of Mind by Computer Simulation.

Tibor Bosse, Martijn C. Schut, Jan Treur

Minds Mach., 2009

SOTRIP: a self organizing protocol for traffic information.

G. Tasseron, Martijn C. Schut

Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009

On Agent Modelling And System Simulation Of Self-Organisation.

Martijn C. Schut, Nivea Ferreira-Schut

Proceedings of the European Conference on Modelling and Simulation, 2009

Is situated evolution an alternative for classical evolution?

Martijn C. Schut, Evert Haasdijk, Abraham Prieto

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

What is situated evolution?

Martijn C. Schut, Evert Haasdijk, A. E. Eiben

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

An Evolutionary Perspective on Approximate RDF Query Answering.

Christophe Guéret, Eyal Oren, Stefan Schlobach, Martijn C. Schut

Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

New Ways to Calibrate Evolutionary Algorithms.

Gusz Eiben, Martijn C. Schut

Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

Designing multi-rover emergent specialization.

Geoff Nitschke, Martijn C. Schut

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Intuitive Action Set Formation in Learning Classifier Systems with Memory Registers.

Luís F. Simões, Martijn C. Schut, Evert Haasdijk

Proceedings of the ECAI 2008, 2008

A controller architecture for the evolution of state-persistent controllers: Behaviour oriented decision tree (BODT).

Selmar K. Smit, Robert Griffioen, Martijn C. Schut

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

On the Formal Analysis of the Dynamics of Simulated Agent Societies.

A. E. Eiben, Catholijn M. Jonker, Viara Popova, Martijn C. Schut

Int. J. Cooperative Inf. Syst., 2007

Analysis of meeting protocols by formalisation, simulation, and verification.

Catholijn M. Jonker, Martijn C. Schut, Jan Treur, Pinar Yolum

Comput. Math. Organ. Theory, 2007

Modeling centralized organization of organizational change.

Mark Hoogendoorn, Catholijn M. Jonker, Martijn C. Schut, Jan Treur

Comput. Math. Organ. Theory, 2007

Trust-Based Inter-temporal Decision Making: Emergence of Altruism in a Simulated Society.

Tibor Bosse, Martijn C. Schut, Jan Treur, David Wendt

Proceedings of the Multi-Agent-Based Simulation VIII, International Workshop, 2007

Evolutionary Design of Specialization.

Ágoston E. Eiben, Geoff S. Nitschke, Martijn C. Schut

Proceedings of the First IEEE Symposium on Artificial Life, 2007

Collective specialization in multi-rover systems.

Geoff Nitschke, Martijn C. Schut, A. E. Eiben

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Modeling Decentralized Organizational Change in Honeybee Societies.

Mark Hoogendoorn, Martijn C. Schut, Jan Treur

Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

Emergent specialization in the extended multi-rover problem.

Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Emerging Artificial Societies Through Learning.

Nigel Gilbert, Matthijs den Besten, Ákos Bontovics, Bart G. W. Craenen, Federico Divina, Ágoston E. Eiben, Robert Griffioen, György Hévízi, András Lörincz, Ben Paechter, Stephan C. Schuster, Martijn C. Schut, Christian Tzolov, Paul Vogt, Lu Yang

J. Artif. Soc. Soc. Simul., 2006

Collective representational content for shared extended mind.

Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur

Cogn. Syst. Res., 2006

Collective Specialization for Evolutionary Design of a Multi-robot System.

A. E. Eiben, Geoff Nitschke, Martijn C. Schut

Proceedings of the Swarm Robotics, Second International Workshop, SAB 2006, Rome, Italy, 2006

Is Self-adaptation of Selection Pressure and Population Size Possible? - A Case Study.

A. E. Eiben, Martijn C. Schut, A. R. de Wilde

Proceedings of the Parallel Problem Solving from Nature, 2006

Reinforcement Learning for Online Control of Evolutionary Algorithms.

A. E. Eiben, Mark Horvath, Wojtek Kowalczyk, Martijn C. Schut

Proceedings of the Engineering Self-Organising Systems, 4th International Workshop, 2006

Boosting Genetic Algorithms with Self-Adaptive Selection.

A. E. Eiben, Martijn C. Schut, A. R. de Wilde

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Simulation and Analysis of a Shared Extended Mind.

Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur

Simul., 2005

Emerging communication and cooperation in evolving agent societies.

P. C. Buzing, Ágoston E. Eiben, Martijn C. Schut

J. Artif. Soc. Soc. Simul., 2005

Performance Measurement and Control in Logistics Service Providing.

Elfriede Krauth, Hans Moonen, Viara Popova, Martijn C. Schut

Proceedings of the ICEIS 2005, 2005

Agent-Based Modeling of Third-Party Logistics Performance Indicators.

Elfriede Krauth, Hans Moonen, Viara Popova, Martijn C. Schut

Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Comparing multicast and newscast communication in evolving agent societies.

A. E. Eiben, Martijn C. Schut, T. Toma

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Understanding Performance Measurement and Control in Third Party Logistics.

Elfriede Krauth, Hans Moonen, Viara Popova, Martijn C. Schut

Proceedings of the 13th European Conference on Information Systems, 2005

Comparative Reproduction Schemes for Evolving Gathering Collectives.

A. E. Eiben, Geoff Nitschke, Martijn C. Schut

Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

Evolving an agent collective for cooperative mine sweeping.

A. E. Eiben, Geoff Nitschke, Martijn C. Schut

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Effects of evolutionary and lifetime learning on minds and bodies in an artifical society.

Tamas Buresch, A. E. Eiben, Geoff Nitschke, Martijn C. Schut

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

The theory and practice of intention reconsideration.

Martijn C. Schut, Michael J. Wooldridge, Simon Parsons

J. Exp. Theor. Artif. Intell., 2004

Modelling Shared Extended Mind and Collective Representational Content.

Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur

Proceedings of the Research and Development in Intelligent Systems XXI, 2004

Formal Analysis of Meeting Protocols.

Catholijn M. Jonker, Martijn C. Schut, Jan Treur, Pinar Yolum

Proceedings of the Multi-Agent and Multi-Agent-Based Simulation, 2004

APPROACH: Decentralised Rotation Planning for Container Barges.

Martijn C. Schut, Michael Kentrop, Mark Leenaarts, Marco Melis, Ian Miller

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Cooperation and communication in evolving artificial societies.

P. C. Buzing, A. E. Eiben, Martijn C. Schut, T. Toma

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Preference Elicitation without Numbers.

Peter H. M. P. Roelofsma, Martijn C. Schut

Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003

Evolving Agent Societies with VUShape.

P. C. Buzing, A. E. Eiben, Martijn C. Schut

Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

Organisational Change: Deliberation and Modification.

Catholijn M. Jonker, Martijn C. Schut, Jan Treur

Proceedings of the Cooperative Information Agents VII, 7th International Workshop, 2003

2002

Intention reconsideration.

Martinus Cornelis Schut

PhD thesis, 2002

On Partially Observable MDPs and BDI Models.

Martijn C. Schut, Michael J. Wooldridge, Simon Parsons

Proceedings of the Foundations and Applications of Multi-Agent Systems, 2002

2001

The control of reasoning in resource-bounded agents.

Martijn C. Schut, Michael J. Wooldridge

Knowl. Eng. Rev., 2001

Reasoning about Intentions in Uncertain Domains.

Martijn C. Schut, Michael J. Wooldridge, Simon Parsons

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Principles of intention reconsideration.

Martijn C. Schut, Michael J. Wooldridge

Proceedings of the Fifth International Conference on Autonomous Agents, 2001

2000

Intention reconsideration in complex environments.

Martijn C. Schut, Michael J. Wooldridge

Proceedings of the Fourth International Conference on Autonomous Agents, 2000