Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Artificial Intelligence Expert
- Traditional Machine Learning
- Deep Learning
- Reinforcement Learning
- Health and Well-being
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Dive into the research topics where Mannes Poel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Complication Prediction after Esophagectomy with Machine Learning
van de Beld, J.-J., Crull, D., Mikhal, J., Geerdink, J., Veldhuis, A., Poel, M. & Kouwenhoven, E. A., 17 Feb 2024, In: Diagnostics. 14, 4, 439.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)92 Downloads (Pure) -
Fluid Viscosity and Density Determination With Machine Learning-Enhanced Coriolis Mass Flow Sensors
Zubavicius, R., Alveringh, D., Poel, M., Groenesteijn, J., Sanders, R. G. P., Wiegerink, R. J. & Lötters, J. C., 22 Jan 2024, 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS). Austin, Texas, USA: IEEE, p. 82-85 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile66 Downloads (Pure) -
Machine learning-enhanced mass flow measurements using a Coriolis mass flow sensor
Zubavicius, R., Alveringh, D., Poel, M., Groenesteijn, J., Sanders, R. G. P., Wiegerink, R. J. & Lötters, J. C., 21 Feb 2024, The 5th Conference On MicroFluidic Handling Systems (MFHS 2024). p. 65-68Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile68 Downloads (Pure) -
MetaLIRS: Meta-learning for Imputation and Regression Selection
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., 14 Nov 2024, Intelligent Data Engineering and Automated Learning - IDEAL 2024: 25th International Conference, Valencia, Spain, November 20-22, 2024. Proceedings, Part I. Julian, V., Camacho, D., Yin, H., Alberola, J. M., Beires Nogueira, V., Novais, P. & Tallón-Ballesteros, A. (eds.). Cham, Switzerland: Springer, p. 155-166 12 p. (Lecture Notes in Computer Science; vol. 15346).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The Impact of Missing Data Imputation on Model Performance and Explainability
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., 2024. 13 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile36 Downloads (Pure)
Datasets
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Data underlying the publication "Exploring the Brain Activity Related to Missing Penalty Kicks: An fNIRS Study".
Thammasan, N. (Creator) & Poel, M. (Creator), 4TU.Centre for Research Data, 22 Apr 2021
DOI: 10.4121/14453556, https://data.4tu.nl/articles/_/14453556
Dataset
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Perceived Mental Workload Detection using Multimodal Physiological Data - Deep Learning, GitHub Linked
Dolmans, T. C. (Creator), Poel, M. (Creator), van 't Klooster, J.-W. (Creator) & Veldkamp, B. P. (Creator), 4TU.Centre for Research Data, 22 Sept 2020
DOI: 10.4121/12932801, https://data.4tu.nl/articles/_/12932801 and one more link, https://data.4tu.nl/articles/_/12932801/1 (show fewer)
Dataset
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Data underlying the publication "Detecting Fear of Heights Response to a Virtual Reality Environment Using Functional Near-Infrared Spectroscopy"
Thammasan, N. (Creator) & Poel, M. (Creator), 4TU.Centre for Research Data, 21 Dec 2021
DOI: 10.4121/17302865.v1, https://data.4tu.nl/articles/_/17302865/1
Dataset
Prizes
Activities
- 8 Oral presentation
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Log data analyses to personalize eHealth technology: predictors for adherence
Sieverink, F. (Speaker), Poel, M. (Contributor), Kelders, S. (Contributor) & van Gemert-Pijnen, J. E. W. C. (Contributor)
2 Feb 2017Activity: Talk or presentation › Oral presentation
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Emotion Based Agent Architectures for Tutoring Systems. The HMI Approach
Poel, M. (Speaker)
15 Apr 2004Activity: Talk or presentation › Oral presentation
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AMI-WP4@HMI-UT Progress Report
Poel, M. (Speaker)
4 Nov 2004Activity: Talk or presentation › Oral presentation
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A modular hybrid neural architecture for emotion generation
Poel, M. (Speaker)
23 Nov 2001Activity: Talk or presentation › Oral presentation
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Hybride Systemen voor Data Mining
Poel, M. (Keynote speaker)
1 Feb 2000Activity: Talk or presentation › Oral presentation