Mark Hoogendoorn

dr.

19942019
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Research Output 1994 2019

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Article
2018

Predicting short term mood developments among depressed patients using adherence and ecological momentary assessment data

Mikus, A., Hoogendoorn, M., Rocha, A., Gama, J., Ruwaard, J. & Riper, H., Jun 2018, In : Internet Interventions. 12, p. 105-110 6 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Patient Compliance
Cell Phones
Artificial Intelligence
Major Depressive Disorder
Diagnostic and Statistical Manual of Mental Disorders

Predicting therapy success and costs for personalized treatment recommendations using baseline characteristics: Data-driven analysis

Bremer, V., Becker, D., Kolovos, S., Funk, B., Van Breda, W., Hoogendoorn, M. & Riper, H., 21 Aug 2018, In : Journal of Medical Internet Research. 20, 8, p. 1-11 11 p., e10275.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Health Care Costs
Costs and Cost Analysis
Therapeutics
Cost-Benefit Analysis
Decision Making
2017

Assessment of temporal predictive models for health care using a formal method

van Breda, W., Hoogendoorn, M., Eiben, A. E. & Berking, M., 1 Aug 2017, In : Computers in Biology and Medicine. 87, p. 347-357 11 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Formal methods
Health care
Delivery of Health Care
Health
Mental Health

Predicting therapy success for treatment as usual and blended treatment in the domain of depression

van Breda, W., Bremer, V., Becker, D., Hoogendoorn, M., Funk, B., Ruwaard, J. & Riper, H., 2017, In : Internet Interventions.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Depression
Therapeutics
Area Under Curve
Cost-Benefit Analysis
Mental Health
2016

Predicting Social Anxiety Treatment Outcome based on Therapeutic Email Conversations

Hoogendoorn, M., Berger, T., Schulz, A., Stolz, T. & Szolovits, P., 2016, In : Journal of Biomedical and Health Informatics. p. 1449-1459 11 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Electronic mail
Learning algorithms
Learning systems
Anxiety
Health

Predictive modeling of colorectal cancer using a dedicated pre-processing pipeline on routine electronic medical records

Kop, R., Hoogendoorn, M., ten Teije, A., Büchner, F. L., Slottje, P., Moons, L. M. G. & Numans, M. E., 1 Sep 2016, In : Computers in Biology and Medicine. 76, p. 30-38 9 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Electronic medical equipment
Electronic Health Records
Colorectal Neoplasms
Pipelines
Processing
2015

A generic computational model of mood regulation and its use to model therapeutical interventions

Both, F., Hoogendoorn, M., Klein, M. C. A. & Treur, J., 1 Jul 2015, In : Biologically Inspired Cognitive Architectures. 13, p. 17-34 18 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Patient Simulation
Therapeutics
Homeostasis
Depression
Experiments

An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.

van Breda, W. R. J., Hoogendoorn, M., Eiben, A. E. & Berking, M., 2015, In : Lecture Notes in Computer Science. 9105, p. 148-152

Research output: Contribution to JournalArticleAcademicpeer-review

Evaluating Reward Definitions for Parameter Control

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 2015, In : Lecture Notes in Computer Science. 9028, p. 667-680

Research output: Contribution to JournalArticleAcademicpeer-review

Evolutionary Dynamic Scripting: Adaptation of Expert Rule Bases for Serious Games

Kop, R., Toubman, A., Hoogendoorn, M. & Roessingh, J. J., 2015, In : Lecture Notes in Computer Science. 9101, p. 53-62

Research output: Contribution to JournalArticleAcademicpeer-review

On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer

Kop, R., Hoogendoorn, M., Moons, L. N. G., Numans, M. E. & ten Teije, A. C. M., 2015, In : Lecture Notes in Computer Science. 9105, p. 133-142

Research output: Contribution to JournalArticleAcademicpeer-review

Parameter Control in Evolutionary Algorithms: Trends and Challenges

Karafotias, G., Hoogendoorn, M. & Eiben, A. E., 1 Apr 2015, In : IEEE Transactions on Evolutionary Computation. 19, 2, p. 167-187 21 p., 6747993.

Research output: Contribution to JournalArticleAcademicpeer-review

Evolutionary algorithms
Control Parameter
Evolutionary Algorithms
Recommendations
Trends

Tailoring a Cognitive Model for Situation Awareness using Machine Learning

Koopmanschap, R., Hoogendoorn, M. & Roessingh, J. J., 2015, In : Applied Intelligence. 42, 1, p. 36-48 13 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Learning systems
Intelligent agents
Reinforcement learning
Bayesian networks
Air

Utilizing uncoded consultation notes from electronic medical records for predictive modeling of colorectal cancer

Hoogendoorn, M., Szolovits, P., Moons, L. M. G. & Numans, M. E., 6 Nov 2015, In : Artificial Intelligence in Medicine. 69, p. 53-61 9 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Electronic medical equipment
Electronic Health Records
Colorectal Neoplasms
Referral and Consultation
Ontology
2014

Agent-Based Modeling of Farming Behavior: A Case Study for Milk Quota Abolishment

Hoogendoorn, M. & Oudendag, D., 2014, In : Lecture Notes in Computer Science. 8481, p. 11-20

Research output: Contribution to JournalArticleAcademicpeer-review

Co-evolutionary Learning for Cognitive Computer Generated Entities

Wilcke, W. X., Hoogendoorn, M. & Roessingh, J. J. M., 2014, In : Lecture Notes in Computer Science. 8482, 2, p. 120-129

Research output: Contribution to JournalArticleAcademicpeer-review

Evolutionary Learning
Learning systems
Machine Learning
Cognitive Models
Coevolution

Design and Validation of a Relative Trust Model

Hoogendoorn, M., Jaffry, S. W., van Maanen, P. P. & Treur, J., 2014, In : Knowledge-Based Systems. 57, p. 81-95

Research output: Contribution to JournalArticleAcademicpeer-review

Intelligent agents
Parameter estimation
Trust model
Benchmark
Competitors

Utilizing Data Mining for Predictive Modeling of Colorectal Cancer using Electronic Medical Records

Hoogendoorn, M., Moons, L. G., Numans, M. E. & Sips, R. J., 2014, In : Lecture Notes in Computer Science. 8609, p. 132-141

Research output: Contribution to JournalArticleAcademicpeer-review

Predictive Modeling
Electronic medical equipment
Colorectal Cancer
Predictive Model
Data mining
2013

An Ambient Agent System Assisting Humans in Complex Tasks by Analysis of a Human's State and Performance.

Bosse, T., Both, F., Duell, R., Hoogendoorn, M., van Lambalgen, R. M., Klein, M. C. A., van der Mee, A. H. R., Oorburg, R., Sharpanskykh, A., Treur, J. & de Vos, M., 2013, (Accepted/In press) In : International Journal of Intelligent Information and Database Systems. 7, p. 3-33

Research output: Contribution to JournalArticleAcademicpeer-review

Multi agent systems
Sensors
Experiments

Formal specification and analysis of intelligent agents for model-based medicine usage management

Hoogendoorn, M., Klein, M. C. A., Memon, Z. A. & Treur, J., 2013, In : Computers in Biology and Medicine. 43, 5, p. 444-457

Research output: Contribution to JournalArticleAcademicpeer-review

Intelligent agents
Medicine
Patient Simulation
Systems Analysis
Dynamical systems

Learning Parameters for a Cognitive Model on Situation Awareness

Hoogendoorn, M., Koopmanschap, R. & Roessingh, J. J., 2013, In : Lecture Notes in Computer Science. 7906, p. 22-32

Research output: Contribution to JournalArticleAcademicpeer-review

Modelling Biased Human Trust Dynamics

Hoogendoorn, M., Jaffry, S. W., van Maanen, P. P. & Treur, J., 2013, In : Web Intelligence and Agent Systems: An International Journal. 11, p. 21-40

Research output: Contribution to JournalArticleAcademicpeer-review

Modelling Collective Decision Making in Groups and Crowds: Integrating Social Contagion and Interacting Emotions, Beliefs and Intentions

Bosse, T., Hoogendoorn, M., Klein, M. C. A., Treur, J., van der Wal, C. N. & van Wissen, A., 2013, In : Autonomous Agents and Multi-Agent Systems. 27, 1, p. 52-84

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Decision making

Predicting Human Behavior in Crowds: Cognitive Modeling versus Neural Networks

Hoogendoorn, M., 2013, In : Lecture Notes in Computer Science. 7906, p. 73-82

Research output: Contribution to JournalArticleAcademicpeer-review

Utilizing Theory of Mind for Action Selection Applied in the Domain of Fighter Pilot Training

Hoogendoorn, M. & Merk, R. J., 2013, In : Applied Intelligence. 39, p. 749-760

Research output: Contribution to JournalArticleAcademicpeer-review

Intelligent agents
Industry
2012

A Computational Model for the Dynamics of Desiring and Feeling

Bosse, T., Hoogendoorn, M., Memon, Z. A., Treur, J. & Umair, M., 2012, In : Cognitive Systems Research. 19-20, p. 39-61

Research output: Contribution to JournalArticleAcademicpeer-review

Emotions
Accidental Falls
Experiments

An Intelligent Agent Model with Awareness of Workflow Progress

Both, F., Hoogendoorn, M., van der Mee, A., Treur, J. & de Vos, M., 2012, In : Applied Intelligence. 36, p. 498-510

Research output: Contribution to JournalArticleAcademicpeer-review

Intelligent agents
Industry

Cognitive and Neural Modeling of Dynamics of Trust in Competitive Trustees

Hoogendoorn, M., Jaffry, S. W. Q. & Treur, J., 2012, In : Cognitive Systems Research. 14, p. 60-83

Research output: Contribution to JournalArticleAcademicpeer-review

Trustees
Parameter estimation
Mirrors

Methods for Model-Based Reasoning within Agent-Based Ambient Intelligence Applications

Bosse, T., Both, F., Gerritsen, C., Hoogendoorn, M. & Treur, J., 2012, In : Knowledge-Based Systems. 27, p. 190-210

Research output: Contribution to JournalArticleAcademicpeer-review

Ambient intelligence
Agent-based
Experiments
Formal specification
Functioning

On-line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments

Weel, B. P. M., Hoogendoorn, M. & Eiben, A. E., 2012, In : Lecture Notes in Computer Science. 7492, p. 245-254

Research output: Contribution to JournalArticleAcademicpeer-review

2011

A Generic Architecture for Redesign of Organizations triggered by Changing Environmental Circumstances

Hoogendoorn, M., Jonker, C. M. & Treur, J., 2011, In : Computational and Mathematical Organization Theory. 17, p. 119-151 33 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Model
Software Design
Tool Support
Engineering Design
Specialization

Agent-Based Analysis of Patterns in Crowd Behaviour Involving Contagion of Mental States

Bosse, T., Hoogendoorn, M., Klein, M. C. A., Treur, J. & van der Wal, C. N., 2011, In : Lecture Notes in Computer Science. 6704, p. 566-577

Research output: Contribution to JournalArticleAcademicpeer-review

Agent-Based Modelling of the Emergence of Collective States Based on Contagion of Individual States in Groups

Hoogendoorn, M., Treur, J., van der Wal, C. N. & van Wissen, A., 2011, In : Transactions on Computational Collective Intelligence. 3, p. 152-179 27 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Agent-Based versus Population-Based Simulation of Displacement of Crime: A Comparative Study

Bosse, T., Gerritsen, C., Hoogendoorn, M., Jaffry, S. W. & Treur, J., 2011, In : Web Intelligence and Agent Systems: An International Journal. 9, p. 147-160 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

File
Monitoring
Intelligent systems
Systems analysis
Specifications
Sensors

An Integrated Agent Model Addressing Situation Awareness and Functional State in Decision Making

Hoogendoorn, M., van Lambalgen, R. M. & Treur, J., 2011, In : Lecture Notes in Computer Science. 7047, p. 385-397

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Situation Awareness
Decision making
Decision Making
Model
Scenarios

Design and Validation of a Model of a Human's Functional State and Performance

Bosse, T., Both, F., Hoogendoorn, M., Jaffry, S. W., van Lambalgen, R. M., Oorburg, R., Sharpanskykh, A., Treur, J. & de Vos, M., 2011, In : International Journal of Modeling, Simulation and Scientific Computing (IJMSSC). 2, 4, p. 413-443 31 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Model
Internal
Intelligent Systems
Mathematical Analysis
Experiments

Learning Belief Connections in a Model for Situation Awareness

Gini, M. L., Hoogendoorn, M. & van Lambalgen, R. M., 2011, In : Lecture Notes in Computer Science. 7047, p. 373-384

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

Performance Measures to enable Agent-Based Support in Demanding Circumstances

Both, F., Hoogendoorn, M., van Lambalgen, R. M., Oorburg, R. & de Vos, M., 2011, In : Lecture Notes in Computer Science. 6780, p. 578-587

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

Utilization of a Virtual Patient Model to Enable Tailored Therapy for Depressed Patients

Both, F. & Hoogendoorn, M., 2011, In : Lecture Notes in Computer Science. 7064, p. 700-710

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
2010

An Agent-Based Modeling Approach to Investigate Emergent Patterns in Ecological Systems

Ellers, J., Hoogendoorn, M. & Wendt, D., 2010, In : IEEE Transactions on Nanotechnology. 9, 6, p. 754-758 5 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Ecology
Formal languages
Beaches
Specifications
2009

Adaptation and Validation of an Agent Model of Functional State and Performance for Individuals

Both, F., Hoogendoorn, M., Jaffry, S. W., van Lambalgen, R. M., Oorburg, R., Sharpanskykh, A., Treur, J. & de Vos, M., 2009, In : Lecture Notes in Computer Science. 5925, p. 595-607

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File

A Generic Personal Assistant Agent Model for Support in Demanding Tasks

Bosse, T., Duell, R., Hoogendoorn, M., Klein, M. C. A., van Lambalgen, R. M., van der Mee, A. H. R., Oorburg, R. A., Sharpanskykh, O., Treur, J. & de Vos, M., 2009, In : Lecture Notes in Computer Science. 5638, p. 3-12

Research output: Contribution to JournalArticleAcademicpeer-review

Agent-Based Analysis and Simulation of Meta-Reasoning Processes in Strategic Naval Planning

Hoogendoorn, M., Jonker, C. M., van Maanen, P. P. & Treur, J., 2009, In : Knowledge-Based Systems. 22, p. 589-599

Research output: Contribution to JournalArticleAcademicpeer-review

Planning
Simulation
Agent-based
Strategic planning
Agent-based model

Agent-Based Analysis and Support for Incident Management

Hoogendoorn, M., Jonker, C. M., Treur, J. & Verhaegh, M., 2009, In : Safety Science. 47, p. 1163-1174

Research output: Contribution to JournalArticleAcademicpeer-review

incident
management
Software
Error detection
Psychology

An Ecological Model-Based Reasoning Model to Support Nature Park Managers

Hoogendoorn, M., Treur, J. & Umair, M., 2009, In : Lecture Notes in Computer Science. 5579, p. 172-182

Research output: Contribution to JournalArticleAcademicpeer-review

Preferences of Agents in Decentralized Task Allocation

Hoogendoorn, M. & Gini, M. L., 2009, In : AI Communications. 22, p. 143-152

Research output: Contribution to JournalArticleAcademicpeer-review

Logistics
Industry
2008

A Component-Based Agent Model for Assessment of Driving Behaviour

Bosse, T., Hoogendoorn, M., Klein, M. C. A. & Treur, J., 2008, In : Lecture Notes in Computer Science. 5061, p. 229-243

Research output: Contribution to JournalArticleAcademicpeer-review

A Formal Method to Analyze Human Reasoning and Interpretation in Incident Management

Bosse, T., Hoogendoorn, M., Jonker, C. M. & Treur, J., 2008, In : International Journal of Emergency Management. 5, 1/2, p. 164-192

Research output: Contribution to JournalArticleAcademicpeer-review

Cognitive Science