Mark Hoogendoorn
Orcid: 0000-0003-3356-3574
According to our database1,
Mark Hoogendoorn
authored at least 175 papers
between 2002 and 2024.
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Bibliography
2024
Guideline-informed reinforcement learning for mechanical ventilation in critical care.
Artif. Intell. Medicine, January, 2024
2023
Augmented intelligence facilitates concept mapping across different electronic health records.
Int. J. Medical Informatics, November, 2023
End-to-end learning with interpretation on electrohysterography data to predict preterm birth.
Comput. Biol. Medicine, May, 2023
CoRR, 2023
Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023
Reinforcement Learning-Guided Channel Selection Across Time for Multivariate Time Series Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023
Channel-Adaptive Early Exiting Using Reinforcement Learning for Multivariate Time Series Classification.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Revisiting the Robustness of the Minimum Error Entropy Criterion: A Transfer Learning Case Study.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
An evaluation of the effectiveness of personalization and self-adaptation for e-Health apps.
Inf. Softw. Technol., 2022
Improving adaptability to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents.
CoRR, 2022
CoRR, 2022
Transfer-Learning Across Datasets with Different Input Dimensions: An Algorithm and Analysis for the Linear Regression Case.
CoRR, 2022
Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
An Empirical Evaluation of Multivariate Time Series Classification with Input Transformation across Different Dimensions.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Taking ROCKET on an Efficiency Mission: Multivariate Time Series Classification with LightWaveS.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022
2021
Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances.
ACM Trans. Knowl. Discov. Data, 2021
Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis.
Artif. Intell. Medicine, 2021
Plusmine: Dynamic Active Learning with Semi-Supervised Learning for Automatic Classification.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health Practice.
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Social Sustainability in the e-Health Domain via Personalized and Self-Adaptive Mobile Apps.
Proceedings of the Software Sustainability, 2021
2020
Data Sci., 2020
Quantitative and temporal approach to utilising electronic medical records from general practices in mental health prediction.
Comput. Biol. Medicine, 2020
Estimating the F<sub>1</sub> Score for Learning from Positive and Unlabeled Examples.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Structural and Functional Representativity of GANs for Data Generation in Sequential Decision Making.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Co-Attentive Equivariant Neural Networks: Focusing Equivariance On Transformations Co-Occurring in Data.
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
GP-HD: Using Genetic Programming to Generate Dynamical Systems Models for Health Care.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
A Comparative Study of State-of-the-Art Machine Learning Algorithms for Predictive Maintenance.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Detecting Fraudulent Bookings of Online Travel Agencies with Unsupervised Machine Learning.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019
Proceedings of the 2019 IEEE International Conference on E-health Networking, 2019
Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns.
Proceedings of the Business Process Management - 17th International Conference, 2019
2018
Cognitive Systems Monographs 35, Springer, ISBN: 978-3-319-66307-4, 2018
Detecting Network Intrusion beyond 1999: Applying Machine Learning Techniques to a Partially Labeled Cybersecurity Dataset.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Exploring Clustering Techniques for Effective Reinforcement Learning based Personalization for Health and Wellbeing.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Narrowing Reinforcement Learning: Overcoming the Cold Start Problem for Personalized Health Interventions.
Proceedings of the PRIMA 2018: Principles and Practice of Multi-Agent Systems - 21st International Conference, Tokyo, Japan, October 29, 2018
Proceedings of the PRIMA 2018: Principles and Practice of Multi-Agent Systems - 21st International Conference, Tokyo, Japan, October 29, 2018
Using Generative Adversarial Networks to Develop a Realistic Human Behavior Simulator.
Proceedings of the PRIMA 2018: Principles and Practice of Multi-Agent Systems - 21st International Conference, Tokyo, Japan, October 29, 2018
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
2017
Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email Conversations.
IEEE J. Biomed. Health Informatics, 2017
Comput. Biol. Medicine, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
2016
Predictive modeling of colorectal cancer using a dedicated pre-processing pipeline on routine electronic medical records.
Comput. Biol. Medicine, 2016
Utilizing uncoded consultation notes from electronic medical records for predictive modeling of colorectal cancer.
Artif. Intell. Medicine, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Prediction using patient comparison vs. modeling: A case study for mortality prediction.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE Trans. Evol. Comput., 2015
Appl. Intell., 2015
Proceedings of the Ambient Intelligence - Software and Applications, 2015
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer.
Proceedings of the Artificial Intelligence in Medicine, 2015
An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
A Personalized Support Agent for Depressed Patients: Forecasting Patient Behavior Using a Mood and Coping Model.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Proceedings of the Modern Advances in Applied Intelligence, 2014
Proceedings of the Modern Advances in Applied Intelligence, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014
Utilizing Data Mining for Predictive Modeling of Colorectal Cancer Using Electronic Medical Records.
Proceedings of the Brain Informatics and Health - International Conference, 2014
2013
An ambient agent system assisting humans in complex tasks by analysis of a human's state and performance.
Int. J. Intell. Inf. Database Syst., 2013
Formal specification and analysis of intelligent agents for model-based medicine usage management.
Comput. Biol. Medicine, 2013
Utilizing theory of mind for action selection applied in the domain of fighter pilot training.
Appl. Intell., 2013
EAI Endorsed Trans. Ambient Syst., 2013
Modelling collective decision making in groups and crowds: Integrating social contagion and interacting emotions, beliefs and intentions.
Auton. Agents Multi Agent Syst., 2013
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Modern Advances in Intelligent Systems and Tools, 2012
Methods for model-based reasoning within agent-based Ambient Intelligence applications.
Knowl. Based Syst., 2012
Cogn. Syst. Res., 2012
On-Line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Action Selection Using Theory of Mind: A Case Study in the Domain of Fighter Pilot Training.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012
2011
Agent-based vs. population-based simulation of displacement of crime: A comparative study.
Web Intell. Agent Syst., 2011
Agent-Based Modelling of the Emergence of Collective States Based on Contagion of Individual States in Groups.
Trans. Comput. Collect. Intell., 2011
An ambient agent model for monitoring and analysing dynamics of complex human behaviour.
J. Ambient Intell. Smart Environ., 2011
Int. J. Model. Simul. Sci. Comput., 2011
A generic architecture for redesign of organizations triggered by changing environmental circumstances.
Comput. Math. Organ. Theory, 2011
An Integrated Agent Model Addressing Situation Awareness and Functional State in Decision Making.
Proceedings of the Agents in Principle, Agents in Practice - 14th International Conference, 2011
Proceedings of the Agents in Principle, Agents in Practice - 14th International Conference, 2011
Proceedings of the IJCAI 2011, 2011
Validation and Verification of Agent Models for Trust: Independent Compared to Relative Trust.
Proceedings of the Trust Management V, 5th IFIP WG 11.11 International Conference, 2011
Agent-Based Analysis of Patterns in Crowd Behaviour Involving Contagion of Mental States.
Proceedings of the Modern Approaches in Applied Intelligence, 2011
Utilization of a Virtual Patient Model to Enable Tailored Therapy for Depressed Patients.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the Foundations of Augmented Cognition. Directing the Future of Adaptive Systems, 2011
2010
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010
Incorporating Interdependency of Trust Values in Existing Trust Models for Trust Dynamics.
Proceedings of the Trust Management IV - 4th IFIP WG 11.11 International Conference, 2010
Modelling the Interplay of Emotions, Beliefs and Intentions within Collective Decision Making Based on Insights from Social Neuroscience.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010
Computational Modeling and Analysis of the Role of Physical Activity in Mood Regulation and Depression.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010
An Agent-Based Model for the Interplay of Information and Emotion in Social Diffusion.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
An Agent Model for Decision Making Based upon Experiences Applied in the Domain of Fighter Pilots.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
Exploration and Exploitation in Adaptive Trust-Based Decision Making in Dynamic Environments.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
An Agent-Based Modeling Approach to Investigate Emergent Patterns in Ecological Systems.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010
Proceedings of the Brain Informatics, International Conference, 2010
Proceedings of the Brain Informatics, International Conference, 2010
Proceedings of the Brain Informatics, International Conference, 2010
An Intelligent Support System for Diabetic Patients.
Proceedings of the HEALTHINF 2010, 2010
Towards Fully Automated Psychotherapy for Adults - BAS - Behavioral Activation Scheduling Via Web and Mobile Phone.
Proceedings of the HEALTHINF 2010, 2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
2009
Int. J. Knowl. Based Intell. Eng. Syst., 2009
Agent-based analysis and simulation of meta-reasoning processes in strategic naval planning.
Knowl. Based Syst., 2009
Adaptation and Validation of an Agent Model of Functional State and Performance for Individuals.
Proceedings of the Principles of Practice in Multi-Agent Systems, 2009
Proceedings of the Next-Generation Applied Intelligence, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Proceedings of the European Conference on Modelling and Simulation, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
Design and Analysis of an Ambient Intelligent System Supporting Depression Therapy.
Proceedings of the Second International Conference on Health Informatics, 2009
Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2009
2008
Reliab. Eng. Syst. Saf., 2008
Proceedings of the Ubiquitous Intelligence and Computing, 5th International Conference, 2008
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
An Ambient Intelligent Agent Model Using Controlled Model-Based Reasoning to Determine Causes and Remedies for Monitored Problems.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008
Proceedings of the ECAI 2008, 2008
Agent-Based and Population-Based Simulation of Displacement of Crime (extended abstract).
Proceedings of the ECAI 2008, 2008
Proceedings of the Cooperative Information Agents XII, 12th International Workshop, 2008
Proceedings of the Biomedical Engineering Systems and Technologies, 2008
Formal Analysis of Intelligent Agents for Model-Based Medicine Usage Management.
Proceedings of the First International Conference on Health Informatics, 2008
Analysis and Support of Organizational Performance Based on a Labeled Graph Approach.
Proceedings of the Agent-Based Technologies and Applications for Enterprise Interoperability, 2008
An Ambient Agent Model Exploiting Workflow-Based Reasoning to Recognize Task Progress.
Proceedings of the Ambient Intelligence, European Conference, 2008
2007
Comput. Math. Organ. Theory, 2007
Adaptation of Organizational Models for Multi-Agent Systems Based on Max Flow Networks.
Proceedings of the IJCAI 2007, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007
Formal Design and Simulation of an Ambient Multi-agent System Model for Medicine Usage Management.
Proceedings of the Constructing Ambient Intelligence, 2007
Proceedings of the Constructing Ambient Intelligence, 2007
Proceedings of the Constructing Ambient Intelligence, 2007
Proceedings of the Constructing Ambient Intelligence, 2007
Proceedings of the 2007 IEEE International Conference on Services Computing, 2007
Decentralized task allocation using magnet: an empirical evaluation in the logistics domain.
Proceedings of the 9th International Conference on Electronic Commerce: The Wireless World of Electronic Commerce, 2007
2006
Proceedings of the Multiagent System Technologies, 4th German Conference, 2006
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006
Proceedings of the Coordination Models and Languages, 8th International Conference, 2006
Proceedings of the Cooperative Information Agents X, 10th International Workshop, 2006
Proceedings of the Coordination, Organizations, Institutions, and Norms in Agent Systems II, 2006
2005
Proceedings of the Multiagent System Technologies, Third German Conference, 2005
Proceedings of the Innovations in Applied Artificial Intelligence, 2005
A Labeled Graph Approach to Support Analysis of Organizational Performance.
Proceedings of the BNAIC 2005, 2005
A Meta-Level Architecture for Strategic Reasoning in Naval Planning (extended abstract).
Proceedings of the BNAIC 2005, 2005
Proceedings of the Agent-Oriented Information Systems III, 2005
2004
Proceedings of the Applications and Innovations in Intelligent Systems XII, 2004
2002
Proceedings of the AOIS '02, 2002