• 473 Citations
1989 …2019

Research output per year

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Research Output

2019

Determinants of perceived sleep quality in normal sleepers

Goelema, M. S., Regis, M., Haakma, R., van den Heuvel, E. R., Markopoulos, P. & Overeem, S., 4 Jul 2019, In : Behavioral Sleep Medicine. 17, 4, p. 388-397 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
6 Citations (Scopus)
122 Downloads (Pure)

Estimating blood pressure trends and the nocturnal dip from photoplethysmography

Radha, M., de Groot, K., Rajani, N., Wong, C. C. P., Kobold, N., Vos, V., Fonseca, P., Mastellos, N., Wark, P. A., Velthoven, N., Haakma, R. & Aarts, R. M., 26 Feb 2019, In : Physiological Measurement. 40, 2, 14 p., 025006.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)
1 Downloads (Pure)

Generating time-based label refinements to discover more precise process models

Tax, N., Alasgarov, E. E., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2019, In : Journal of Ambient Intelligence and Smart Environments. 11, 2, p. 165-182 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
70 Downloads (Pure)

Protocol of the SOMNIA project: an observational study to create a neurophysiological database for advanced clinical sleep monitoring

van Gilst, M. M., van Dijk, J. P., Krijn, R., Hoondert, B., Fonseca, P., van Sloun, R. J. G., Arsenali, B., Vandenbussche, N., Pillen, S., Maass, H., van den Heuvel, L., Haakma, R., Leufkens, T. R., Lauwerijssen, C., Bergmans, J. W. M., Pevernagie, D. & Overeem, S., 1 Nov 2019, In : BMJ open. 9, 11, 9 p., e030996.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
19 Downloads (Pure)

The t linear mixed model: model formulation, identifiability and estimation

Regis, M., Brini, A., Nooraee, N., Haakma, R. & van den Heuvel, E. R., 24 Dec 2019, (Accepted/In press) In : Communications in Statistics. Part B, Simulation and Computation.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2018

Conceptions of sleep experience: a layman perspective

Goelema, M. S., de Bruijn, R., Overeem, S., Møst, E., Haakma, R. & Markopoulos, P., 18 Jul 2018, In : BMC Research Notes. 11, 1, 5 p., 494.

Research output: Contribution to journalArticleAcademicpeer-review

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

Determinants of self-reported sleep quality in healthy sleepers and patients

Goelema, M., Leufkens, T., Haakma, R. & Markopoulos, P., 31 Jul 2018, In : Cogent Psychology. 5, 1, 14 p., 1499197.

Research output: Contribution to journalArticleAcademicpeer-review

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

Event abstraction for process mining using supervised learning techniques

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2018, Proceedings of the SAI Intelligent Systems Conference (IntelliSys 2016), 21-22 September 2016, London, United Kingdom. Bi, Y., Kapoor, S. & Bhatia, R. (eds.). Berlin: Springer, p. 251-269 19 p. (Lecture Notes in Networks and Systems; vol. 15).

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

11 Citations (Scopus)
5 Downloads (Pure)

Local process model discovery: bringing petri nets to the pattern mining world

Tax, N., Sidorova, N., van der Aalst, W. M. P. & Haakma, R., 1 Jan 2018, Application and Theory of Petri Nets and Concurrency: 39th International Conference, PETRI NETS 2018, Bratislava, Slovakia, June 24-29, 2018, Proceedings. Khohamenko, V. & Roux, O. H. (eds.). Dordrecht: Springer, p. 374-384 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10877 LNCS).

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

4 Citations (Scopus)
1 Downloads (Pure)

Mining local process models with constraints efficiently: applications to the analysis of smart home data

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 27 Dec 2018, Proceedings - 2018 International Conference on Intelligent Environments, IE 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 56-63 8 p. 8595032

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

2 Citations (Scopus)

Mining process model descriptions of daily life through event abstraction

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 1 Jan 2018, Intelligent Systems and Applications: Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys) 2016. Kapoor, S., Bhatia, R. & Bi, Y. (eds.). Berlin: Springer, p. 83-104 22 p. (Studies in Computational Intelligence; vol. 751).

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

6 Citations (Scopus)
2017

Actigraphy-based sleep/wake detection for insomniacs

Long, X., Fonseca, P., Haakma, R. & Aarts, R. M., 1 Jun 2017, 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN'17), 9-12 May 2017, Eindhoven, The Netherlands . Piscataway: Institute of Electrical and Electronics Engineers, p. 1-4 4 p. 7935711

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

Open Access
File
3 Citations (Scopus)
175 Downloads (Pure)

Actigraphy methods and apparatuses

Ferreira dos santos da Fonseca, P. M., Haakma, R., Aarts, R. M. & Long, X., 21 Nov 2017, Patent No. US9820698B2, Priority date 6 Nov 2015, Priority No. US201514934255 20151106

Research output: PatentPatent publication

Open Access
File
8 Downloads (Pure)

Arterial path selection to measure pulse wave velocity as a surrogate marker of blood pressure

Radha, M., Zhang, G., Gelissen, J., de Groot, K., Haakma, R. & Aarts, R. M., 8 Feb 2017, In : Biomedical Physics & Engineering Express. 3, 1, p. 1-10 10 p., 015022.

Research output: Contribution to journalArticleAcademicpeer-review

1 Downloads (Pure)

Detection of nocturnal slow wave sleep based on cardiorespiratory activity in healthy adults

Long, X., Fonseca, P., Aarts, R. M., Haakma, R., Rolink, J. & Leonhardt, S., 2017, In : IEEE Journal of Biomedical and Health Informatics. 21, 1, p. 123 - 133 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
4 Downloads (Pure)

Heuristic approaches for generating local process models through log projections

Tax, N., Sidorova, N., van der Aalst, W. M. P. & Haakma, R., 9 Feb 2017, Proceedings of IEEE Symposium on Computational Intelligence and Data Mining, December 6-9, 2016, Athens, Greece. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-8 7849948

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

Open Access
File
11 Citations (Scopus)
63 Downloads (Pure)

System and method for cardiorespiratory sleep stage classification

Ferreira dos santos da Fonseca, P. M., Long, X., den Teuling, N. G. P., Haakma, R. & Aarts, R. M., 21 Dec 2017, IPC No. A61B 5/ 08 A I, Patent No. US20170360308, Priority date 10 Dec 2015, Priority No. US201515536680 20151210

Research output: PatentPatent publication

Open Access
File
9 Downloads (Pure)

System and method for determining spectral boundaries for sleep stage classification

Long, X., Haakma, R., Ferreira dos santos da Fonseca, P. M. & Aarts, R. M., 21 Dec 2017, Patent No. US20170360361, Priority date 11 Dec 2014, Priority No. US201515533084 20151204

Research output: PatentPatent publication

Open Access
File
12 Downloads (Pure)

System and method for slow wave sleep detection

Ferreira dos santos da Fonseca, P. M., Long, X., den Teuling, N. G. P., Haakma, R. & Aarts, R. M., 21 Dec 2017, Patent No. US20170360363, Priority date 18 Dec 2014, Priority No. US201515536158 20151210

Research output: PatentPatent publication

Open Access
File
9 Downloads (Pure)

Log-based evaluation of label splits for process models

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W., 2016, In : Procedia Computer Science. 96, p. 63-72 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
4 Citations (Scopus)
63 Downloads (Pure)

Mining local process models

Tax, N., Sidorova, N., Haakma, R. & van der Aalst, W. M. P., 2016, In : Journal of Innovation in Digital Ecosystems. 3, 2, p. 183-196 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
100 Downloads (Pure)

On generation of time-based label refinements

Tax, N., Alasgarov, E. E., Sidorova, N. & Haakma, R., 2016, Proceedings of the 25th International Workshop on Concurrency, Specification and Programming, 28-30 September 2016, Rostock, Germany. p. 1-12

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

Open Access
File
6 Citations (Scopus)
26 Downloads (Pure)

On the reactivity of sleep monitoring with diaries

Goelema, M. S., Willems, M. M., Haakma, R. & Markopoulos, P., 1 Jan 2016, HEALTHINF 2016 - 9th International Conference on Health Informatics, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016. s.l.: SCITEPRESS-Science and Technology Publications, Lda., p. 240-247 8 p.

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

Open Access
File
66 Downloads (Pure)
2015
Open Access
File
7 Citations (Scopus)
88 Downloads (Pure)

Erratum: Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging (2014 Physiol. Meas. 35 2539)

Long, X., Yang, J., Weysen, T., Haakma, R., Foussier, J., Fonseca, P. & Aarts, R. M., 2015, In : Physiological Measurement. 36, 3, p. 625-625 1 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

Gender effect found in the association between overnight breathing rate variation and reported sleep quality scores

Goelema, M. S., Long, X. & Haakma, R., 2015, 29th Annual Meeting of the Associated Professional Sleep Societies (SLEEP 2015), 6 - 10 June 2015, Seattle, Washington. Dinges, D. F. (ed.). Darien, IL: Associated Professional Sleep Societies (APSS), p. A60- (Sleep; vol. 38).

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

Open Access
File
38 Downloads (Pure)

Improving sleep/wake detection via boundary adaptation for respiratory spectral features

Long, X., Haakma, R., Rolink, J., Fonseca, P. & Aarts, R. M., 2015, Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15), 25-29 August 2015, Milan, Italy. Piscataway: Institute of Electrical and Electronics Engineers, p. 374-377 4 p. 7318377

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

Open Access
File
77 Downloads (Pure)

Sleep stage classification with ECG and respiratory effort

Fonseca, P., Long, X., Radha, M., Haakma, R., Aarts, R. M. & Rolink, J., 2015, In : Physiological Measurement. 36, 10, p. 2027-2040 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
59 Citations (Scopus)
4 Downloads (Pure)

Time delay between cardiac and brain activity during sleep transitions

Long, X., Arends, J. B. A. M., Aarts, R. M., Haakma, R., Fonseca, P. & Rolink, J., 2015, In : Applied Physics Letters. 106, 14, p. 143702-1/4 4 p., 143702.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
11 Citations (Scopus)
186 Downloads (Pure)

What causes the differences in cardiac activity within and between subjects during sleep?

Long, X., Haakma, R., Fonseca, P., Aarts, R. M., Goelema, M. S. & Rolink, J., 2015, 29th Annual Meeting of the Associated Professional Sleep Societies (SLEEP 2015), 6 - 10 June 2015, Seattle, Washington. Dinges, D. F. (ed.). Darien, IL: Associated Professional Sleep Societies (APSS), p. A63- (Sleep; vol. 38).

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

Open Access
File
47 Downloads (Pure)
2014

Analyzing respiratory effort amplitude for automated sleep stage classification

Long, X., Foussier, J., Fonseca, P., Haakma, R. & Aarts, R. M., 2014, In : Biomedical Signal Processing and Control. 14, p. 197-205 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
48 Citations (Scopus)
361 Downloads (Pure)

Automatic detection of overnight deep sleep based on heart rate variability : a preliminary study

Long, X., Fonseca, P., Haakma, R., Foussier, J. & Aarts, R. M., 2014, Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14), 26-30 August 2014, Chicago, Illinois. Piscataway: Institute of Electrical and Electronics Engineers, p. 50-53

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

Open Access
File
5 Citations (Scopus)
114 Downloads (Pure)

Between-laboratory and demographic effects on heart rate and its variability during sleep

Long, X., Haakma, R., Aarts, R. M., Fonseca, P. & Foussier, J., 2014, Workshop on Smart Healthcare and Healing Environments, European Conference on Ambient Intelligence (AmI'14), 11-13 November 2014, Eindhoven, The Netherlands. p. 1-4

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

Open Access
File
36 Citations (Scopus)
10 Downloads (Pure)

Correlations between overnight breathing rate variation and subjective sleep quality scores

Goelema, M. S., Long, X. & Haakma, R., 2014, In : Sleep-Wake Research in The Netherlands. 25, p. 60-63

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
75 Downloads (Pure)

Does being monitored during sleep affect people on a cognitive and a behavioral level?

Goelema, M. S., Haakma, R. & Markopoulos, P., 1 Jan 2014, Proceedings of the 7th International Conference on Medical Informatics (HEALTHINF 2014), Angers, France, March 03-06, 2014. Setúbal: SCITEPRESS-Science and Technology Publications, Lda., p. 27-33 7 p.

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

2 Citations (Scopus)

Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging

Long, X., Yang, J., Weysen, T., Haakma, R., Foussier, J., Fonseca, P. & Aarts, R. M., 2014, In : Physiological Measurement. 35, 12, p. 2529-2542

Research output: Contribution to journalArticleAcademicpeer-review

22 Citations (Scopus)
10 Downloads (Pure)

Modeling cardiorespiratory interaction during human sleep with complex networks

Long, X., Fonseca, P., Aarts, R. M., Haakma, R. & Foussier, J., 2014, In : Applied Physics Letters. 105, 20, p. 203701 4 p., 203701.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
15 Citations (Scopus)
157 Downloads (Pure)

Self-dissimilarity of respiratory effort across sleep states and time

Long, X., Haakma, R., Goelema, M. S., Weysen, T., Fonseca, P., Foussier, J. & Aarts, R. M., 2014, 28th Annual Meeting of the Associated Professional Sleep Societies (SLEEP 2014), 31 May - 4 June 2014, Minneapolis, Minnesota. Associated Professional Sleep Societies (APSS), Vol. abstract supplement. p. A36 Abstract 0095. (Sleep; vol. 37).

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

Open Access
File
52 Downloads (Pure)

Sleep and wake classification with actigraphy and respiratory effort using dynamic warping

Long, X., Fonseca, P., Foussier, J., Haakma, R. & Aarts, R. M., 2014, In : IEEE Journal of Biomedical and Health Informatics. 18, 4, p. 1272-1284 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

50 Citations (Scopus)
1 Downloads (Pure)

Spectral boundary adaptation on heart rate variability for sleep and wake classification

Long, X., Fonseca, P., Haakma, R., Aarts, R. M. & Foussier, J., 2014, In : International Journal on Artificial Intelligence Tools. 23, 3, p. 1460002 20 p., 1460002.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
20 Citations (Scopus)
159 Downloads (Pure)
2013

Respiration amplitude analysis for REM and NREM sleep classification

Long, X., Foussier, J., Fonseca, P., Haakma, R. & Aarts, R. M., 2013, Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), 2-7 September, Osaka, Japan. Piscataway: Institute of Electrical and Electronics Engineers, p. 5017-5020

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

Open Access
File
12 Citations (Scopus)
211 Downloads (Pure)
2012

Time-frequency analysis of heart rate variability for sleep and wake classification

Long, X., Fonseca, P., Haakma, R., Aarts, R. M. & Foussier, J., 2012, Proceedings of IEEE 12th International Conference on BioInformatics and BioEngineering (BIBE2012), 11-13 November 2012, Larnaca, Cyprus. Piscataway: Institute of Electrical and Electronics Engineers, p. 85-90

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

Open Access
File
17 Citations (Scopus)
100 Downloads (Pure)

Using dynamic time warping for sleep and wake discrimination

Long, X., Fonseca, P., Foussier, J., Haakma, R. & Aarts, R. M., 2012, Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics 2012 (BHI), 2-7 January 2012, Hong Kong and Shenzhen, China. Piscataway: Institute of Electrical and Electronics Engineers, p. 886-889

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

Open Access
File
8 Citations (Scopus)
90 Downloads (Pure)
2009

The theoretical foundation and validity of a component-based usability questionnaire

Brinkman, W. P., Haakma, R. & Bouwhuis, D. G., 2009, In : Behaviour & Information Technology. 28, 2, p. 121-137

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)
1 Downloads (Pure)
2008

Component-specific usability testing

Brinkman, W. P., Haakma, R. & Bouwhuis, D. G., 2008, In : IEEE Transactions on Systems, Man and Cybernetics. Part A, Systems and Humans. 38, 5, p. 1143-1155

Research output: Contribution to journalArticleAcademicpeer-review

13 Citations (Scopus)
2007

How to Improve the Production Process for interactive TV with semi-formal Methods

Rauterberg, G. W. M., Alders, M. & Haakma, R., 2007, In : Journal of Virtual Reality and Broadcasting. 4, 8, 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
34 Downloads (Pure)

Relation between DSIS and DSCQS for temporal and spatial video artifacts in a wireless home environment.

Van den Ende, N., Meesters, L. M. J. & Haakma, R., 2007, Human Vision and Electronic Imaging XII, January 29-31, 2007, San Jose, California, USA. Rogowitz, B. E., Pappas, T. N. & Daly, S. J. (eds.). Bellingham, USA: SPIE, p. 64920L- (Proceedings of SPIE; vol. 6492).

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

1 Downloads (Pure)

Towards an empirical method of usability testing of system parts : a methodological study

Brinkman, W. P., Haakma, R. & Bouwhuis, D. G., 2007, In : Interacting with Computers. 19, 3, p. 342-356 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
1 Downloads (Pure)