1991 …2020

Research output per year

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Research Output

2013

Effortless passive BCIs for healthy users

Brouwer, A-M., van Erp, J. B. F., Heylen, D. K. J., Jensen, O. & Poel, M., Jul 2013, International Conference on Universal Access in Human-Computer Interaction, UAHCI 2013. Berlin: Springer, p. 615-622 8 p. (Lecture Notes in Computer Science; vol. 8009).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
11 Citations (Scopus)
28 Downloads (Pure)

Evaluating a multi-player brain-computer interface game: challenge versus co-experience

Gürkök, H., Volpe, G. (ed.), Reidsma, D. (ed.), Poel, M., Camurri, A. (ed.), Obbink, M. & Nijholt, A. (ed.), 14 Aug 2013, In : Entertainment computing. 4, 3, p. 195-203 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

18 Citations (Scopus)

Experiencing BCI control in a popular computer game

van de Laar, B. L. A., Coyle, D. (ed.), Gürkök, H., Principe, J. (ed.), Lotte, F. (ed.), Plass - Oude Bos, D., Poel, M. & Nijholt, A. (ed.), 10 Jun 2013, In : IEEE transactions on computational intelligence and AI in games. 5, 2, p. 176-184 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

46 Citations (Scopus)

How much control is enough? Influence of unreliable input on user experience

van de Laar, B. L. A., Plass - Oude Bos, D., Reuderink, B., Poel, M. & Nijholt, A., 1 Dec 2013, In : IEEE transactions on cybernetics. 43, 6, p. 1584-1592 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

19 Citations (Scopus)

Valence, arousal and dominance in the EEG during game play

Reuderink, B., Mühl, C. & Poel, M., 2013, In : International journal of autonomous and adaptive communications systems. 6, 1, p. 45-62 18 p.

Research output: Contribution to journalArticleProfessional

43 Citations (Scopus)
2014

A neural network based approach to social touch classification

van Wingerden, S., Uebbing, T. J., Jung, M. M. & Poel, M., Nov 2014, Proceedings of the 2nd International Workshop on Emotion representations and modelling in Human-Computer Interaction systems, ERM4HCI 2014. New York: Association for Computing Machinery (ACM), p. 7-12 6 p. (ERM4HCI '14).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
7 Citations (Scopus)
78 Downloads (Pure)

Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal

Radha, M., Garcia Molina, G., Poel, M. & Tononi, G., Aug 2014, Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. USA: IEEE Computer Society, p. 1876-1880 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
24 Citations (Scopus)
100 Downloads (Pure)

Online decoding of object-based attention using real-time fMRI

Niazi, A. M., van den Broek, P. L. C., Klanke, S., Barth, M., Poel, M., Desain, P. & van Gerven, M. A. J., Jan 2014, In : European journal of neuroscience. 39, 2, p. 319-329 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)

Outlier-based Health Insurance Fraud Detection for U.S. Medicaid Data

Thornton, D., Poel, M., van Hillegersberg, J., Mueller, R. & van Capelleveen, G. C., Apr 2014, Proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS 2014). SCITEPRESS, p. 684-694 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
11 Citations (Scopus)
469 Downloads (Pure)

Perception and manipulation of game control

Plass - Oude Bos, D., van de Laar, B. L. A., Reuderink, B., Poel, M. & Nijholt, A., Jul 2014, Proceedings of the 6th International Conference on Intelligent Technologies for Interactive Entertainment, INTETAIN 2014. Reidsma, D., Choi, I. & Bargar, R. (eds.). Berlin: Springer, p. 57-66 10 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST); vol. 136, no. 136).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

File
2 Citations (Scopus)
78 Downloads (Pure)

Players' opinions on control and playability of a BCI game

Gürkök, H., van de Laar, B. L. A., Plass - Oude Bos, D., Poel, M. & Nijholt, A., 22 Jun 2014, Proceedings of the 8th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2014. Stephanidis, C. & Antona, M. (eds.). Heidelberg: Springer, p. 549-560 12 p. (Lecture Notes in Computer Science; vol. 8514).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
2 Citations (Scopus)
45 Downloads (Pure)

Touching the Void - Introducing CoST: Corpus of Social Touch

Jung, M. M., Poppe, R. W., Poel, M. & Heylen, D. K. J., Nov 2014, Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014. New York: Association for Computing Machinery (ACM), p. 120-127 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
23 Citations (Scopus)
116 Downloads (Pure)
2015

Brain-Computer Interface Games: Towards a Framework

Gürkök, H., Nijholt, A. & Poel, M., Oct 2015, Handbook of Digital Games and Entertainment Technologies. Nakatsu, R., Rauterberg, M. & Ciancarini, P. (eds.). Singapore: Springer, p. 1-18 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Log Data Analysis via Machine Learning to Make eHealth More Persuasive

Sieverink, F., Poel, M., Kelders, S. M., Braakman, E. J. M. & van Gemert, J., 4 Jun 2015, p. -.

Research output: Contribution to conferencePaper

The future in brain/neural computer interaction: Horizon 2020

Müller-Putz, G. R., Brunner, C., Bauernfeind, G., Blefari, M. L., Millan, J. D. R., Real, R. G. L., Kübler, A., Mattia, D., Pichiorri, F., Schettini, F., Ramsey, N., Höhne, J., Blankertz, B., Miralles, F., Otal, B., Guger, C., Ortner, R., Poel, M., Nijholt, A., Reuderink, B. & 6 others, Birbaumer, N., de Pobes, A., Salomon, P., van Steensel, M., Soekader, S. & Opisso, E., 27 Apr 2015, Graz: EU & Graz University of Techology. 48 p.

Research output: Book/ReportReportProfessional

File
49 Downloads (Pure)

Touch Challenge ‘15: Recognizing Social Touch Gestures

Jung, M. M., Cang, X. L., Poel, M. & MacLean, K. E., Nov 2015, Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, ICMI 2015. New York: Association for Computing Machinery (ACM), p. 387 -390 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

File
17 Citations (Scopus)
134 Downloads (Pure)

Usability of Three Electroencephalogram Headsets for Brain-Computer Interfaces: A Within Subject Comparison

Gamboa, H. (ed.), Nijboer, F., van de Laar, B. L. A., Plácido da Silva, H. (ed.), Gilleade, K. (ed.), Gerritsen, S., Nijholt, A., Bermúdez i Badia, S. (ed.), Poel, M. & Fairclough, S. (ed.), Sep 2015, In : Interacting with computers. 27, 5, p. 500-511 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

31 Citations (Scopus)
1 Downloads (Pure)
2016

How to collect, analyze and interpret log data from eHealth technology

Sieverink, F., Kelders, S. M., Poel, M. & van Gemert-Pijnen, J. E. W. C., 27 May 2016, p. -.

Research output: Contribution to conferencePaper

Multi-Brain BCI: Characteristics and Social Interactions

Nijholt, A. & Poel, M., 17 Jul 2016, Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience: 0th International Conference, AC 2016, Held as Part of HCI International 2016, Toronto, ON, Canada, July 17-22, 2016, Proceedings, Part I. Schmorrow, D. D. & Fidopiastis, C. M. (eds.). Berlin: Springer, p. 79-90 12 p. (Lecture Notes in Computer Science; vol. 9743).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
10 Downloads (Pure)

Outlier detection in healthcare fraud: A case study in the Medicaid dental domain

van Capelleveen, G. C., Poel, M., Mueller, R., Thornton, D. & van Hillegersberg, J., Jun 2016, In : International journal of accounting information systems. 21, p. 18-31 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

26 Citations (Scopus)

Work in progress: a protocol for the collection, analysis, and interpretation of log data from eHealth technology

Sieverink, F., Kelders, S. M., Akkersdijk, S., Poel, M., Tjin-Kam-Jet-Siemons, L. & van Gemert-Pijnen, J. E. W. C., 5 Apr 2016, Proceedings of the Fourth International Workshop on Behavior Change Support Systems co-located with the 11th International Conference on Persuasive Technology. Kulyk, O., Siemons, L., Oinas-Kukkonen, H. & van Gemert-Pijnen, L. (eds.). p. 56-60 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
73 Downloads (Pure)
2017

A First Step toward the Automatic Understanding of Social Touch for Naturalistic Human–Robot Interaction

Jung, M. M., Poel, M., Reidsma, D. & Heylen, D. K. J., 17 Mar 2017, In : Frontiers in ICT. 4, p. 3 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
58 Downloads (Pure)

Automatic recognition of touch gestures in the corpus of social touch

Jung, M. M., Poel, M., Poppe, R. W. & Heylen, D. K. J., Mar 2017, In : Journal on multimodal user interfaces. 11, 1, p. 81-96 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
9 Citations (Scopus)
71 Downloads (Pure)

Detecting Mislabeled Data Using Supervised Machine Learning Techniques

Poel, M., 2017, Augmented Cognition. Neurocognition and Machine Learning: 11th International Conference, AC 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part I. Schmorrow, D. D. & Fidopiastis, C. M. (eds.). Springer, p. 571-581

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Downloads (Pure)

Kessel Run - A Cooperative Multiplayer SSVEP BCI Game

Cruz, I., Moreira, C., Poel, M., Ferreira, H. & Nijholt, A., 1 Jun 2017, Intelligent Technologies for Interactive Entertainment: 9th International Conference, INTETAIN 2017, Funchal, Portugal, June 20-22, 2017, Proceedings. Chisik, Y., Holopainen, J., Khaled, R., Silva, J. L. & Silva, P. A. (eds.). Springer, p. 77-95 19 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 215).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Meeting the expectations from brain-computer interfaces

Gürkök, H., Hakvoort, G., Poel, M. & Nijholt, A., 1 Sep 2017, In : Computers in entertainment. 15, 3, 10 p., 5.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Opening the black box of electronic health: Collecting, analyzing, and interpreting log data

Sieverink, F., Kelders, S., Poel, M. & van Gemert-Pijnen, L., 7 Aug 2017, In : JMIR research protocols. 6, 8, e156.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
60 Downloads (Pure)
2018
8 Citations (Scopus)
1 Downloads (Pure)

Personalized advice on chronic low back pain interventions: a machine learning approach

Oude Nijeweme - d'Hollosy, W., Poel, M., van Velsen, L. S., Oudshoorn, C., Hermens, H. J., Stegeman, P., Wolff, A. P., Reneman, M. F. & Soer, R., 15 Nov 2018, p. 25. 1 p.

Research output: Contribution to conferencePaper

2019

A novel, simple and objective method to detect movement artefacts in electrodermal activity

Thammasan, N., Stuldreher, I., Wismeijer, D., Poel, M., van Erp, J. & Brouwer, A-M., Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Piscataway, NJ: IEEE, p. 371-377 7 p. 8925512. (International Conference on Affective Computing and Intelligent Interaction (ACII); vol. 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Machine Learning for Cooperative Driving in a Multi-Lane Highway Environment

Chandramohan, A., Poel, M., Meijerink, B. & Heijenk, G., 13 Jun 2019, 2019 Wireless Days, WD 2019. IEEE Computer Society, 8734192

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Online Clustering for Novelty Detection and Concept Drift in Data Streams

Garcia, K. D., Poel, M., Kok, J. N. & de Carvalho, A. C. P. L. F., 1 Jan 2019, Progress in Artificial Intelligence: 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3–6, 2019, Proceedings. Moura Oliveira, P., Novais, P. & Reis, L. P. (eds.). Cham: Springer, p. 448-459 12 p. (Lecture Notes in Computer Science; vol. 11805)(Lecture Notes in Artificial Intelligence)(Lecture Notes in Bioinformatics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Reinforcement Learning and SLAM based approach for mobile robot navigation in unknown environments

Sirmaçek, B., Botteghi, N., Khaled, M., Stramigioli, S. & Poel, M., Jun 2019.

Research output: Contribution to conferencePaper

Time Coherent Full-Body Poses Estimated Using Only Five Inertial Sensors: Deep versus Shallow Learning

Wouda, F. J., Giuberti, M., Rudigkeit, N., van Beijnum, B-J. F., Poel, M. & Veltink, P. H., 27 Aug 2019, In : Sensors (Basel, Switzerland). 19, 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
14 Downloads (Pure)

Towards continuous control for mobile robot navigation: A reinforcement learning and slam based approach

Mustafa, K. A. A., Botteghi, N., Sirmacek, B., Poel, M. & Stramigioli, S., 4 Jun 2019, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 2/W13, p. 857-863 7 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
File
37 Downloads (Pure)
2020

Data to Model the Selection of Appropriate Treatments for Low Back Pain: A Pilot Study

d'Hollosy, W., van Velsen, L., Poel, M., Groothuis-Oudshoorn, C., Soer, R., Stegeman, P. & Hermens, H., 24 Feb 2020, Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) . SCITEPRESS, Vol. 5: HEALTHINF. p. 117-124 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Interpersonal EEG synchrony while listening to a story recorded using consumer-grade EEG devices

Thammasan, N., Brouwer, A. M., Poel, M. & van Erp, J., 1 Jan 2020, Information Systems and Neuroscience - NeuroIS Retreat 2019. Davis, F. D., Riedl, R., vom Brocke, J., Léger, P-M., Randolph, A. & Fischer, T. (eds.). Springer US, p. 253-259 7 p. (Lecture Notes in Information Systems and Organisation; vol. 32).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
1 Citation (Scopus)
18 Downloads (Pure)

Scalable Interdisciplinary Data Science Teaching at the University of Twente

van Keulen, M., Seifert, C., Poel, M. & Oudshoorn, C., Jan 2020, In : Berlin Journal of Data Science. 1, 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
6 Downloads (Pure)