1991 …2020

Research output per year

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Research Output

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)
19 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
7 Downloads (Pure)
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
15 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)
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

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)
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
75 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)
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)
2013

BrainBrush, a multimodal application for creative expressivity

van de Laar, B. L. A., Brugman, I., Nijboer, F., Poel, M. & Nijholt, A., 24 Feb 2013, Sixth International Conference on Advances in Computer-Human Interactions (ACHI 2013). Miller, L. (ed.). Redhook, NY, USA: IARIA XPS Press, p. 62-67 6 p.

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

File
7 Citations (Scopus)
35 Downloads (Pure)

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)
2012

Brain-Computer Interface Games: Towards a Framework.

Gürkök, H., Nijholt, A. & Poel, M., 26 Sep 2012, Proceedings 11th International Conference on Entertainment Computing (ICEC 2012). Herrlich, M., Malaka, R. & Masuch, M. (eds.). Heidelberg Berlin: Springer, p. 373-380 8 p. (Lecture Notes in Computer Science; vol. 7522).

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

File
12 Citations (Scopus)
32 Downloads (Pure)

Brain computer interfaces as intelligent sensors for enhancing human-computer interaction

Poel, M., Nijboer, F., van den Broek, E. & Fairclough, S., 27 Oct 2012, Proceedings 14th ACM International Conference on Multimodal Interaction (ICMI'12). Morency, L-P., Bohus, D., Aghajan, H., Nijholt, A., Cassell, J. & Epps, J. (eds.). New York: Association for Computing Machinery (ACM), p. 379-382 4 p.

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

File
4 Citations (Scopus)
51 Downloads (Pure)

Improving BCI Performance after Classification

Plass - Oude Bos, D., Gürkök, H., Reuderink, B. & Poel, M., Oct 2012, Proceedings of the 14th ACM international conference on Multimodal interaction, ICMI 2012. New York: Association for Computing Machinery (ACM), p. 587-594 8 p.

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

File
3 Citations (Scopus)
32 Downloads (Pure)

Social Interaction in a Cooperative Brain-computer Interface Game

Obbink, M., Gürkök, H., Plass - Oude Bos, D., Hakvoort, G., Poel, M. & Nijholt, A., Sep 2012, Proceedings 4th International ICST Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN 2011). Camurri, A. & Costa, C. (eds.). Heidelberg: Springer, p. 183-192 6 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 78).

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

File
11 Citations (Scopus)
14 Downloads (Pure)

Use of wireless sensor networks for distributed event detection in disaster management applications

Bahrepour, M., Meratnia, N., Poel, M., Taghikhaki, Z. & Havinga, P. J. M., Feb 2012, In : International Journal of Space-Based and Situated Computing. 2, 1, p. 58-69 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

2011

A Study in User Centered Design and Evaluation of Mental Tasks for BCI

Plass - Oude Bos, D., Poel, M. & Nijholt, A., 10 Jan 2011, Proceedings of the 17th International Multimedia Modeling Conference, MMM 2011. Lee, K-T., Tsai, W-H., Liao, H-Y. M., Chen, T., Hsieh, J-W. & Tseng, C-C. (eds.). Berlin: Springer, p. 122-134 13 p. (Lecture Notes in Computer Science; vol. 6524, no. part II).

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

18 Citations (Scopus)

A subject-independent brain-computer interface based on smoothed, second-order baselining.

Reuderink, B., Farquhar, J., Poel, M. & Nijholt, A., 3 Sep 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Piscataway, NJ: IEEE, p. 4600-4604 5 p. (Proceedings Annual International Conference of the IEEE Engineering in Medicine and Biology Society; vol. 2011).

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

16 Citations (Scopus)

Evaluating User Experience in a Selection Based Brain-Computer Interface Game: A Comparative Study

Gürkök, H., Hakvoort, G. & Poel, M., Oct 2011, Proceedings of the 10th International Conference on Entertainment Computing (ICEC 2011). Coutinho Anacleto, J., Fels, S., Graham, N., Kapralos, B., Saif El-Nasr, M. & Stanley, K. (eds.). Berlin: Springer, p. 77-88 12 p. (Lecture Notes in Computer Science; vol. 6972).

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

9 Citations (Scopus)

Evaluating user experience with respect to user expectations in brain-computer interface games

Gürkök, H., Hakvoort, G. & Poel, M., Sep 2011, Proceedings of the 5th International Brain-Computer Interface Conference, BCI 2011. Müller-Putz, G. R., Scherer, R., Billinger, M., Kreilinger, A., Kaiser, V. & Neuper, C. (eds.). Graz, Austria: Verlag der Technischen Universität Graz, p. 348-351 4 p.

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

File
141 Downloads (Pure)

How much control is enough? Optimizing fun with unreliable input

van de Laar, B. L. A., Plass - Oude Bos, D., Reuderink, B., Poel, M. & Nijholt, A., 2011, Enschede: Centre for Telematics and Information Technology (CTIT). (CTIT Technical Report Series; no. TR-CTIT-11-25)

Research output: Book/ReportReportProfessional

File
31 Downloads (Pure)

Looking around with your brain in a virtual world

Plass - Oude Bos, D., Duvinage, M., Oktay, O., Delgado Saa, J., Guruler, H., Istanbullu, A., van Vliet, M., van de Laar, B. L. A., Poel, M., Roijendijk, L., Tonin, L., Bahramisharif, A. & Reuderink, B., Apr 2011, IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB 2011). USA: IEEE Computational Intelligence Society, p. 1-8 8 p.

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

3 Citations (Scopus)