Research Output

2020

A High-Quality Finger Vein Dataset Collected Using a Custom-Designed Capture Device

Veldhuis, R., Spreeuwers, L., Ton, B. & Rozendal, S., 1 Jan 2020, Handbook of Vascular Biometrics. Uhl, A., Busch, C., Marcel, S. & Veldhuis, R. (eds.). Springer, p. 63-75 13 p. (Advances in Computer Vision and Pattern Recognition).

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

Open Access
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25 Downloads (Pure)

Applying machine learning on patient-reported data to model the selection of appropriate treatments for low back pain: A Pilot Study

Oude Nijeweme - 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

A robust contour detection operator with combined push-pull inhibition and surround suppression

Melotti, D., Heimbach, K., Rodríguez-Sánchez, A., Strisciuglio, N. & Azzopardi, G., 1 Jul 2020, In : Information sciences. 524, p. 229-240 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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6 Downloads (Pure)

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Zheng, S., Guo, J., Cui, X., Veldhuis, R. N. J., Oudkerk, M. & Van Ooijen, P. M. A., Mar 2020, In : IEEE transactions on medical imaging. 39, 3, p. 797-805 9 p., 8801875.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Availability Incidents in the Telecommunication Domain: A Literature Review

Bukhsh, F. A., Vriezekolk, E., Wienen, H. & Wieringa, R., 2020, 59 p. (DSI technical report series )

Research output: Book/ReportReportAcademic

Open Access
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34 Downloads (Pure)

Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records

Jan, T., Trienschnigg, D., Seifert, C. & Hiemstra, D., 2020.

Research output: Contribution to conferencePaper

Open Access
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34 Downloads (Pure)

Efficient binocular stereo correspondence matching with 1-D Max-Trees

Brandt, R., Strisciuglio, N., Petkov, N. & Wilkinson, M. H. F., Jul 2020, In : Pattern recognition letters. 135, p. 402-408 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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11 Downloads (Pure)

Enhanced Robustness of Convolutional Networks with a Push-Pull Inhibition Layer

Strisciuglio, N., Lopez-Antequera, M. & Petkov, N., 5 Feb 2020, In : Neural Computing and Applications.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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1 Citation (Scopus)
13 Downloads (Pure)

Evaluating CNN interpretability on sketch classification

Theodorus, A., Nauta, M. & Seifert, C., 31 Jan 2020, 12th International Conference on Machine Vision, ICMV 2019. Osten, W., Nikolaev, D. & Zhou, J. (eds.). SPIE Press, 114331Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11433).

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

Open Access
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2 Downloads (Pure)

From Subjective To Objective Informed Consent In Healthcare: Biobanks In Focus

Sohail, S. A. & Bukhsh, F. A., 24 Jan 2020. 1 p.

Research output: Contribution to conferencePoster

Handbook of Vascular Biometrics

Uhl, A. (ed.), Busch, C. (ed.), Marcel, S. (ed.) & Veldhuis, R. N. J. (ed.), 2020, Cham, Switzerland: Springer. 533 p. (Advances in Computer Vision and Pattern Recognition; vol. 79, no. 4205)

Research output: Book/ReportBookAcademic

Open Access
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654 Downloads (Pure)

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)
38 Downloads (Pure)

Multi-Objective Optimization for Asynchronous Positioning Systems Based on a Complete Characterization of Ranging Errors in 3D Complex Environments

Alvarez, R., Diez-gonzalez, J., Strisciuglio, N. & Perez, H., 4 Mar 2020, In : IEEE Access. 8, p. 43046-43056

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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Preface

Uhl, A., Busch, C., Marcel, S. & Veldhuis, R., 1 Jan 2020, Handbook of Vascular Biometrics. Uhl, A., Busch, C., Marcel, S. & Veldhuis, R. (eds.). Springer, p. ix-xiv (Advances in Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

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Preface

Castillo, P. A., Laredo, J. L. J., Vega, F. F. D., Iacca, G., Bucur, D., Smith, S., Vallejo, M., Mora, A., Sánchez, P. G., Tonda, A. P., Guervós, J. J. M., Cotta, C., Fernández, P., Machado, P. & Banzhaf, W., 1 Jan 2020, Applications of Evolutionary Computation. p. V-VI (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12104).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Open Access
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3 Downloads (Pure)

Privacy From Subjective Value To (Subjective) Value Object: An E3-Value Modeling In The Wake Of Ethical Big Data Handling In Healthcare

Sohail, S. A. & Bukhsh, F. A., 3 Mar 2020, (Submitted). 2 p.

Research output: Contribution to conferencePoster

Privacy Value Modeling: A Gateway To Ethical Big Data Handling

Sohail, S. A., Krabbe, J., de Alencar Silva, P. & Bukhsh, F. A., 18 Mar 2020, VMBO 2020: Value Modelling and Business Ontologies. Roelens, B., Laurier, W., Poels, G. & Weigand, H. (eds.). CEUR, p. 5-15 11 p. (CEUR Workshop Proceedings; vol. 2574).

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

Open Access
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12 Downloads (Pure)

QueryCrumbs Search History Visualization: Usability, Transparency and Long-term Usage

Schlötterer, J., Seifert, C., Satchell, C. & Granitzer, M., Apr 2020, In : Journal of Computer Languages. 57, 100941.

Research output: Contribution to journalArticleAcademicpeer-review

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
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16 Downloads (Pure)

Short Term Prediction of Parking Area states Using Real Time Data and Machine Learning Techniques

Kamilaris, A., Provoost, J., Drift van der, S., Wismans, L. J. J. & van Keulen, M., 12 Jan 2020, (Accepted/In press).

Research output: Contribution to conferencePaper

U-COSFIRE filters for vessel tortuosity quantification with application to automated diagnosis of retinopathy of prematurity

Ramachandran, S., Strisciuglio, N., Vinekar, A., John, R. & Azzopardi, G., 3 Jan 2020, In : Neural Computing and Applications. 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

UnFOOT - Unsupervised Football Analytics Tool

Coutinho, J. C., Moreira, J. & Rebelo de Sá, C., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III. Springer, p. 786-789 (Lecture notes in computer science; vol. 11908).

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

2019

A comparison between discrete and continuous time Bayesian networks in learning from clinical time series data with irregularity

Liu, M., Stella, F., Hommersom, A., Lucas, P. J. F., Boer, L. & Bischoff, E., 2019, In : Artificial intelligence in medicine. 95, p. 104-117

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

A high resolution pressure sensor for measurement of grip force

Spreeuwers, L. & Wang, H., 28 May 2019. 7 p.

Research output: Contribution to conferencePaper

Open Access
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28 Downloads (Pure)

Airport Restroom Cleanliness Prediction Using Real Time User Feedback Data

Ros, K., Mocanu, E. & Seifert, C., 2019.

Research output: Contribution to conferencePaper

Open Access
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52 Downloads (Pure)

A Layer-Based Sequential Framework for Scene Generation with GANs

Turkoglu, M. O., Spreeuwers, L., Thong, W. & Kicanaoglu, B., Feb 2019. 9 p.

Research output: Contribution to conferencePaper

2 Downloads (Pure)

An Agent-Based Process Mining Architecture for Emergent Behavior Analysis

Bemthuis, R. H., Koot, M., Mes, M. R. K., Bukhsh, F. A., Iacob, M. & Meratnia, N., 21 Nov 2019, 2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW). IEEE, Vol. 23. p. 54-64 11 p. 8907303

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

2 Citations (Scopus)
18 Downloads (Pure)

An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition

Ferreira, P. J. S., Magalhães, R. M. C., Dearo Garcia, K., Cardoso, J. M. P. & Mendes-Moreira, J., 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019: 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I. Yin, H., Camacho, D., Tino, P., Tallón-Ballesteros, A. J. & Menezes, R. (eds.). Cham: Springer, p. 486-493 (Lecture Notes in Computer Science; vol. 11871)(Information Systems and Applications, incl. Internet/Web, and HCI).

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

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

A probabilistic framework for predicting disease dynamics: a case study of psychotic depression

Bueno, M., Hommersom, A., Lucas, P. J. F. & Janzing, J., Jul 2019, In : Journal of biomedical informatics. 95, 103232.

Research output: Contribution to journalArticleAcademicpeer-review

A smart mHealth tool versus a paper action plan to support self-management of COPD exacerbations: a randomised controlled trial

Bischoff, E., Boer, L., van der Heijden, M., Lucas, P., Akkermans, R., Vercoulen, J., Heijdra, Y., Assendelft, P. & Schermer, T., 2019, In : European respiratory journal. Supplement. 54, Suppl. 63, PA2238.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access

A Smart Mobile Health Tool Versus a Paper Action Plan to Support Self-Management of Chronic Obstructive Pulmonary Disease Exacerbations: Randomized Controlled Trial

Boer, L., Bischoff, E., van der Heijden, M., Lucas, P., Akkermans, R., Vercoulen, J., Heijdra, Y., Assendelft, W. & Schermer, T., 2019, In : JMIR mHealth and uHealth. 7, 10, 12 p., e14408.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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10 Downloads (Pure)

A systematic literature review on requirement prioritization techniques and their empirical evaluation

Bukhsh, F. A., Bukhsh, Z. A. & Daneva, M., 1 Jan 2019, (Accepted/In press) In : Computer Standards and Interfaces. 103389.

Research output: Contribution to journalReview articleAcademicpeer-review

BACRank: Ranking building automation and control system components by business continuity impact

Esquivel-Vargas, H., Caselli, M., Tews, E., Bucur, D. & Peter, A., 8 Aug 2019, Computer Safety, Reliability, and Security: 38th International Conference, SAFECOMP 2019, Proceedings. Romanovsky, A., Troubitsyna, E. & Bitsch, F. (eds.). Springer Verlag, p. 183-199 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11698 LNCS).

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

Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks

Okai, J., Paraschiakos, S., Beekman, M., Knobbe, A. & Pinho Rebelo de Sá, C. F., 23 Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Piscataway, NJ: IEEE, 6 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); vol. 2019, no. 41).

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

Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks

Pinho Rebelo de Sá, C. F., Kumar, A., Ferreira, H. & Soares, C., 1 May 2019, 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019). Quintián, H., Sáez Muñoz, J. A., Corchado, E., Martínez Álvarez, F. & Troncoso Lora, A. (eds.). Vol. 950. p. 142-153 12 p. (Advances in Intelligent Systems and Computing; vol. 950).

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

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

Causal Discovery with Attention-Based Convolutional Neural Networks

Nauta, M., Bucur, D. & Seifert, C., 7 Jan 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 312-340 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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86 Downloads (Pure)

Collaborative learning for classification and prediction of building energy flexibility

Kumar, A., Mocanu, E., Babar, M. & Nguyen, P. H., 21 Nov 2019, Proceedings of 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe). IEEE, 8905597

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

1 Citation (Scopus)

Collaborative learning for classification and prediction of building energy flexibility

Kumar, A., Mocanu, E., Babar, M. & Nguyen, P. H., 2019, (Accepted/In press) 9th IEEE PES Innovative Smart Grid Technology Conference Europe. IEEE, 5 p.

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

File
61 Downloads (Pure)

Combined training strategy for low-resolution face recognition with limited application-specific data

Zeng, D., Spreeuwers, L., Veldhuis, R. & Zhao, Q., 9 Sep 2019, In : IET Image Processing. 13, 10, p. 1790-1796 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
8 Downloads (Pure)

Comparing Process Models for Patient Populations: Application in Breast Cancer Care

Marazza, F., Bukhsh, F. A., Vijlbrief, O., Geerdink, J., Pathak, S., van Keulen, M. & Seifert, C., 1 Jan 2019, Business Process Management Workshops - BPM 2019 International Workshops, Revised Selected Papers. Di Francescomarino, C., Dijkman, R. & Zdun, U. (eds.). Cham: Springer, p. 496-507 12 p. (Lecture Notes in Business Information Processing; vol. 362).

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

1 Downloads (Pure)

Comparing Process Models for Patient Populations: Application in Breast Cancer Care

Marazza, F., Bukhsh, F. A., Vijlbrief, O., Geerdink, J., Pathak, S., van Keulen, M. & Seifert, C., 2019.

Research output: Contribution to conferencePaper

Open Access
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60 Downloads (Pure)

Data-Driven Process Discovery and Analysis: 7th IFIP WG 2.6 International Symposium, SIMPDA 2017, Neuchatel, Switzerland, December 6-8, 2017, Revised Selected Papers

Ceravolo, P. (ed.), van Keulen, M. (ed.) & Stoffel, K. (ed.), 2019, Springer. 129 p. (Lecture Notes in Business Information Processing; vol. 340)

Research output: Book/ReportBook editingAcademic

Design and validation of probes and sensors for the characterization of magneto-ionic radio wave propagation on Near Vertical Incidence Skywave paths

Witvliet, B. A., Alsina-Pagès, R. M., van Maanen, E. & Laanstra, G. J., 9 Jun 2019, In : Sensors (Switserland). 19, 11, 16 p., 2616.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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25 Downloads (Pure)

Ensemble Clustering for Novelty Detection in Data Streams

Garcia, K. D., de Faria, E. R., de Sá, C. R., Mendes-Moreira, J., Aggarwal, C. C., de Carvalho, A. C. P. L. F. & Kok, J. N., 1 Jan 2019, Discovery Science : 22nd International Conference, DS 2019, Splitm, Croatia, October 28-30, 2019. Proceedings. Kralj Novak, P., Džeroski, S. & Šmuc, T. (eds.). Cham: Springer, p. 460-470 11 p. (Lecture Notes in Artificial Intelligence; subseries of Lecture Notes in Computer Science; vol. 11828 LNAI).

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

2 Downloads (Pure)

Ethics evaluation of big data in Practice: Healthcare in focus

Sohail, S. A. & Bukhsh, F. A., 19 Mar 2019. 2 p.

Research output: Contribution to conferencePoster

Evolution of Compliance Checking in Process Mining Discipline

Elhagaly, M., Drvoderic, K., Kippers, R. G. & Bukhsh, F. A., 25 Mar 2019, 2019 2nd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET). IEEE

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

1 Citation (Scopus)

Face recognition at a distance: low-resolution and alignment problems

Peng, Y., 8 Feb 2019, Enschede: University of Twente. 131 p.

Research output: ThesisPhD Thesis - Research UT, graduation UT

Open Access
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115 Downloads (Pure)

Fault Trees from Data: Efficient Learning with an Evolutionary Algorithm

Linard, A., Bucur, D. & Stoelinga, M., 2019, Dependable Software Engineering. Theories, Tools, and Applications: 5th International Symposium, SETTA 2019, Shanghai, China, November 27-29, 2019, Proceedings. Guan, N., Katoen, J-P. & Sun, J. (eds.). Cham: Springer, p. 19-37 19 p. (Lecture Notes in Computer Science; vol. 11951)(Programming and Software Engineering).

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

Open Access
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