Research Output 1973 2020

2020
2 Downloads (Pure)

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

Open Access
File

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 conferencePaperAcademicpeer-review

2019
1 Downloads (Pure)

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

Veldhuis, R., Spreeuwers, L., Ton, B. & Rozendal, S., 14 Nov 2019, 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
File
Biometrics
Metadata
Pixels
15 Downloads (Pure)

A high resolution pressure sensor for measurement of grip force

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

Research output: Contribution to conferencePaperAcademic

Open Access
File
Pressure sensors
Cones
Sensors
Coffee
Printed circuit boards
1 Downloads (Pure)

Airport Restroom Cleanliness Prediction Using Real Time User Feedback Data

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

Research output: Contribution to conferencePaperAcademicpeer-review

Open Access
File
2 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 conferencePaperAcademicpeer-review

Chemical analysis
Experiments
17 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., 2019, 2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW). IEEE, p. 54-64 11 p.

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

Open Access
File
Industry
Multi agent systems
Industrial plants
Information systems
Decision making

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

Automation
Ranking
Control System
Control systems
Industry

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

Accelerometers
Neural networks
Biomedical engineering
Recurrent neural networks
Bioelectric potentials
19 Downloads (Pure)

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
Neural networks
Sensors
Automotive fuels
Fuel systems
Industrial applications
56 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
File
Time series
Neural networks
Large scale systems
Decision making
Data mining
33 Downloads (Pure)

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
Decision trees
Support vector machines
Energy utilization
Neural networks
Long short-term memory
5 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

Face recognition
Classifiers
Neural networks
Biometrics
Processing
31 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 conferencePaperAcademicpeer-review

Open Access
File

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

Data-driven
Cover
Switzerland
Symposium
9 Downloads (Pure)

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
File
Radio Waves
Radio waves
radio waves
Wave propagation
Ionosphere
22 Downloads (Pure)

Evaluating CNN Interpretabilty on Sketch Classification

Theodorus, A., Nauta, M. & Seifert, C., 2019.

Research output: Contribution to conferencePaperAcademicpeer-review

Open Access
File
Textures
Color
Neural networks
Network architecture
Decision making

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

68 Downloads (Pure)

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 UTAcademic

Open Access
File
Face recognition
Image resolution
Optical resolving power
Law enforcement
Biometrics

FFORT: A benchmark suite for fault tree analysis

Ruijters, E. J. J., Budde, C. E., Chenariyan Nakhaee, M., Stoelinga, M. I. A., Bucur, D., Hiemstra, D. & Schivo, S., 2019, ESREL 2019: Proceedings of the 29th European Safety and Reliability Conference. Beer, M. & Zio, E. (eds.). Research Publishing, p. 22-26

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

Open Access
File
analysis
metadata
engineering
modeling
method
16 Downloads (Pure)

Finger-vein Pattern Recognition Based on ICP on Contours

Normakristagaluh, P., Spreeuwers, L. & Veldhuis, R. N. J., 28 May 2019, 2019 Symposium on Information Theory and Signal Processing in the Benelux. Callebaut, G., Verniers, K. & Cox, B. (eds.). Leuven: Katholieke Universiteit Leuven, p. 97-101 5 p.

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

Open Access
File
Pattern recognition
Authentication
1 Downloads (Pure)

From Traditional to Technologically Influenced Audit : A Compliance Perspective

Bukhsh, F. A., Silva, P. D. A., Bukhsh, B. A. & Syed, S., 17 Jan 2019, 2018 International Conference on Frontiers of Information Technology (FIT). IEEE, p. 164-169

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

1 Citation (Scopus)
2 Downloads (Pure)

Gender homophily in online book networks

Bucur, D., 1 May 2019, In : Information sciences. 481, p. 229-243 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Sales
Statistics
Gender
Homophily
Skew
15 Downloads (Pure)

How model accuracy and explanation fidelity influence user trust in AI

Papenmeier, A., Englebienne, G. & Seifert, C., 2019.

Research output: Contribution to conferencePaperAcademicpeer-review

Open Access
File
3 Downloads (Pure)

Information audit for knowledge discovery: A systematic literature review

Bukhsh, F. A. & Nurlatifah, E., 18 Jun 2019, In : CEUR workshop proceedings. 2383, 7.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
File
Data mining
Industry
Compliance
1 Citation (Scopus)

Low-resolution face recognition and the importance of proper alignment

Peng, Y., Spreeuwers, L. & Veldhuis, R. N. J., 17 Jun 2019, In : IET biometrics. 8, 4, p. 267-276 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Image resolution
Face recognition
Optical resolving power
Terminology
Lighting

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

Learning systems
Reinforcement learning
Packet loss
Communication
Sensors
1 Downloads (Pure)

Mind the Gap: A practical framework for classifiers in a forensic context

Zeinstra, C., Meuwly, D., Veldhuis, R. & Spreeuwers, L., 25 Apr 2019, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018. Piscataway, NJ: IEEE, 8698583. (IEEE nternational Conference on Biometrics Theory, Applications and Systems (BTAS); vol. 2018).

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

Open Access
File
Biometrics
Classifiers
Classifier
Face recognition
Evaluation

Mining Exceptional Social Behaviour

Jorge, C. C., Atzmueller, M., Heravi, B. M., Gibson, J. L., de Sá, C. R. & Rossetti, R. J. F., 1 Jan 2019, Progress in Artificial Intelligence: 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Proceedings. Moura Oliveira, P., Novais, P. & Reis, L. P. (eds.). Springer, Vol. Part II. p. 460-472 13 p. (Lecture Notes in Computer Science; vol. 11805)(Lecture notes in Artificial Intelligence).

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

Social Behavior
Mining
Social Interaction
Sensors
Subgroup
11 Downloads (Pure)

Multi-Resolution Face Recognition: The Behaviors of Local Binary Pattern at Different Frequency Bands

Lestriandoko, N. H., Spreeuwers, L. & Veldhuis, R., 28 May 2019, Proceedings of the 2019 Symposium on Information Theory and Signal Processing in the Benelux: May 28-29 2019, KU Leuven, Technologiecampus Gent, Belgium. Callebaut, G., Verniers, K. & Cox, B. (eds.). Leuven: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 63-70 8 p.

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

Open Access
File
Face recognition
Wavelet transforms
Frequency bands
Multiresolution analysis
Experiments

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

Novelty Detection
Concept Drift
Data Streams
Clustering
Data Distribution
15 Downloads (Pure)

Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance

Pathak, S., van Rossen, J., Vijlbrief, O., Geerdink, J., Seifert, C. & van Keulen, M., 3 May 2019, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Radiology
Quality Assurance
Quality assurance
Breast Cancer
Conditional Random Fields
2 Downloads (Pure)

Preface

Ceravolo, P., Van Keulen, M. & Stoffel, K., 1 Jan 2019, 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., van Keulen, M. & Stoffel, K. (eds.). Cham: Springer, p. V-VI (Lecture notes in business information processing; vol. 340).

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

Open Access
File
Industry
Information systems
Data-driven
Business Process
Information Systems

Providing Proactiveness: Data Analysis Techniques Portfolios

Sillitti, A., Anakabe, J. F., Basurko, J., Dam, P., Ferreira, H., Ferreiro, S., Gijsbers, J., He, S., Hegedűs, C., Holenderski, M., Hooghoudt, J-O., Lecuona, I., Leturiondo, U., Marcelis, Q., Moldován, I., Okafor, E., Rebelo de Sá, C., Romero, R., Sarr, B., Schomaker, L. & 11 othersKumar Shekar, A., Soares, C., Sprong, H., Theodorsen, S., Tourwé, T., Urchegui, G., Webers, G., Yang, Y., Zubaliy, A., Zugasti, E. & Zurutuza, U., Jan 2019, The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance. Albano, M., Jantunen, E., Papa, G. & Zurutuza, U. (eds.). Aalborg: River Publishers, (River Publishers Series in Automation, Control and Robotics).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Open Access

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 conferencePaperAcademicpeer-review

Reinforcement learning
Mobile robots
Navigation
Robots
Silver
47 Downloads (Pure)

Semiparametric Likelihood-ratio-based Biometric Score Level Fusion via Parametric Copula

Susyanto, N., Veldhuis, R. N. J., Spreeuwers, L. & Klaassen, C., 1 Jul 2019, In : IET biometrics. 8, 4, p. 277-283 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Biometrics
Fusion reactions
Maximum likelihood
7 Downloads (Pure)

The Best of both Worlds: Challenges in Linking Provenance and Explainability in Distributed Machine Learning

Scherzinger, S., Seifert, C. & Wiese, L., 2019, (Accepted/In press) Proceedings of the 39th International Conference on Distributed Computing Systems. IEEE Computer Society

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

Open Access
File
1 Downloads (Pure)

The influence of network structure and prosocial cultural norms on charitable giving: A multilevel analysis of Movember's fundraising campaigns in 24 countries

van den Broek, T. A., Need, A., Ehrenhard, M. L., Priante, A. & Hiemstra, D., 1 Jul 2019, In : Social networks. 58, p. 128-135 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multilevel Analysis
fundraising
multi-level analysis
donation
campaign
3 Downloads (Pure)

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
learning
Learning
sensors
Sensors
markers
23 Downloads (Pure)
Open Access
File
Reinforcement learning
robot
reinforcement
Mobile robots
navigation
1 Downloads (Pure)

Towards Generating Consumer Labels for Machine Learning Models

Seifert, C., Scherzinger, S. & Wiese, L., 2019.

Research output: Contribution to conferencePaperAcademic

Open Access
File
192 Downloads (Pure)

Tweet your #mo and save a bro: Micro-mobilization dynamics and outcomes of online social movement campaigns

Priante, A., 2019, Enschede: University of Twente. 240 p.

Research output: ThesisPhD Thesis - Research UT, graduation UTAcademic

Open Access
File
social movement
mobilization
campaign
collective behavior
social change
30 Downloads (Pure)

Visualising the Training Process of Convolutional Neural Networks for Non-Experts

Peters, M., Kempen, L., Nauta, M. & Seifert, C., 2019.

Research output: Contribution to conferencePaperAcademicpeer-review

Open Access
File
Neural networks
Visualization
Neurons
Decision making
2018
1 Citation (Scopus)

A cluster based prototype reduction for online classification

Dearo Garcia, K., de Carvalho, A. C. P. L. F. & Mendes-Moreira, J., 9 Nov 2018, Intelligent Data Engineering and Automated Learning - IDEAL 2018: 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part I. Yin, H., Camacho, D., Novais, P. & Tallón-Ballesteros, A. J. (eds.). Springer, p. 603-610 8 p. (Lecture Notes in Computer Science; vol. 11314).

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

Probability distributions
Classifiers
Processing
Uncertainty
6 Downloads (Pure)

A Likelihood Ratio Classifier for Histogram Features

Veldhuis, R., Raja, K. & Ramachandra, R., 21 Sep 2018, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS). Piscataway, NJ: IEEE, 8 p. (IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS); vol. 2018).

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

Open Access
File
Classifiers
Bins
Feature extraction
2 Citations (Scopus)
43 Downloads (Pure)

Analysing Author Self-Citations in Computer Science Publications

Milz, T. & Seifert, C., 1 Jan 2018, Database and Expert Systems Applications: DEXA 2018 International Workshops, BDMICS, BIOKDD, and TIR, Regensburg, Germany, September 3–6, 2018, Proceedings. Elloumi, M., Granitzer, M., Hameurlain, A., Seifert, C., Stein, B., Min Tjoa, A. & Wagner, R. (eds.). Springer, p. 289-300 12 p. (Communications in Computer and Information Science; vol. 903).

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

Open Access
File
Citations
Computer science
Computer Science
Digital libraries
Performance Indicators

Analyzing excessive user feedback: A big data challenge

Bukhsh, F. A., Arachchige, J. J. & Malik, F., 2018, 2018 International Conference on Frontiers of Information Technology (FIT). p. 206-211

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

3 Downloads (Pure)

A Prototype of Finger-vein Phantom

Normakristagaluh, P., Spreeuwers, L. J. & Veldhuis, R. N. J., 31 May 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux: May 31-1 June, 2018, University of Twente, Enschede, The Netherlands. Spreeuwers, L. & Goseling, J. (eds.). Enschede, The Netherlands: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 163-166 4 p.

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

Open Access
File
Bone
Soaps (detergents)
Titanium dioxide
Image quality
Printing
6 Downloads (Pure)

Automatic face recognition for home safety using video-based side-view face images

Santemiz, P., Spreeuwers, L. J. & Veldhuis, R. N. J., 5 Nov 2018, In : IET biometrics. 7, 6, p. 606-614 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Face recognition
Cameras
41 Downloads (Pure)

Automatic structuring of breast cancer radiology reports for quality assurance

Pathak, S., van Rossen, J., Vijlbrief, O., Geerdink, J., Seifert, C. & van Keulen, M., 17 Nov 2018, Proceedings of the Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH 2018). Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE Computer Society, Vol. 2018-November. p. 732-739 8 p. 8637387

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

Open Access
File
Radiology
Quality assurance
Network protocols
Natural language processing systems
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