Research Output 1973 2019

2019
8 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
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

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
11 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
50 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
22 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
2 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
20 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
7 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

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

49 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
13 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: K.U. 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

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
4 Downloads (Pure)

How model accuracy and explanati- on fidelity influence user trust in AI

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

Research output: Contribution to conferencePaperAcademicpeer-review

Open Access
File
1 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

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. IEEE, 8698583. (2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018).

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

Biometrics
Classifiers
Classifier
Face recognition
Evaluation
6 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
8 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
1 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
40 Downloads (Pure)

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

Susyanto, N., Veldhuis, R. N. J., Spreeuwers, L. & Klaassen, C., Feb 2019, In : IET biometrics. p. 1-8 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Biometrics
Fusion reactions
Maximum likelihood
2 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

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
1 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
13 Downloads (Pure)
Open Access
File
Reinforcement learning
robot
reinforcement
Mobile robots
navigation
165 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
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
2 Downloads (Pure)

A Likelihood Ratio Classifier for Histogram Features

Veldhuis, R. N. J., Raja, K. & Ramachandra, R., 21 Sep 2018, 9th IEEE International Conference on Biometrics: theory, applications and systems. IEEE, 8 p.

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

Classifiers
Bins
Feature extraction
2 Citations (Scopus)
34 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

2 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
3 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

Face recognition
Cameras
36 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
XML
8 Citations (Scopus)
1 Downloads (Pure)

Big Data Semantics

Ceravolo, P., Azzini, A., Angelini, M., Catarci, T., Cudré-Mauroux, P., Damiani, E., Mazak, A., van Keulen, M., Jarrar, M., Santucci, G., Sattler, K-U., Scannapieco, M., Wimmer, M., Wrembel, R. & Zaraket, F., 1 Jun 2018, In : Journal on Data Semantics. 7, 2, p. 65-85 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Semantics
Data structures
Big data
2 Downloads (Pure)

Breaking Out of the Black Box in Automated Flower Recognition

Apriyanti, D. H., Spreeuwers, L. J. & Veldhuis, R. N. J., 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: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 28-34 7 p.

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

Open Access
File
Decision trees
Experiments
1 Citation (Scopus)

Compliance Checking of Shipment Request by Utilizing Process Mining Concepts: An Evaluation of Smart Auditing Framework

Bukhsh, F. A. B. & Weigand, H. W., 16 Jan 2018, 2017 International Conference on Frontiers of Information Technology (FIT). IEEE, p. 235-240 6 p.

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

PROM
Industry
Monitoring
Ontology
Automation
2 Downloads (Pure)

Configuring value networks based on subjective business values

Da Silva Reis, J., De Alencar Silva, P., Bukhsh, F. A. & De Castro, A. F., 1 Mar 2018, In : CEUR workshop proceedings. 2239, p. 158-170 13 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
File
Ontology
Sustainable development
Industry
Profitability
1 Citation (Scopus)
26 Downloads (Pure)

Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts under Precision and Recall Constraints

Toepfer, M. & Seifert, C., 2018, Proceedings of the International Conference on Theory and Practice of Digital Libraries (TPDL).

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

Open Access
File
Automatic indexing
Information retrieval systems
Digital libraries
Set theory
Labels

Data pre-processing: Case of sensor data consistency based on Bi-temporal concepts

Bukhsh, F. A., De Alencar Silva, P. & Wienen, H., 5 Feb 2018, 2017 13th International Conference on Emerging Technologies (ICET). IEEE, p. 1-6 6 p.

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

Data Consistency
Data Preprocessing
Sensor
Sensors
Processing

Evaluating surrogate models for multi-objective influence maximization in social networks

Bucur, D., Iacca, G., Marcelli, A., Squillero, G. & Tonda, A., 6 Jul 2018, GECCO 2018 Companion : Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery (ACM), p. 1258-1265 8 p.

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

Open Access
Surrogate Model
Social Networks
Approximate Model
Evolutionary algorithms
Monte Carlo Simulation

FEERCI: A Package for Fast Non-Parametric Confidence Intervals for Equal Error Rates in Amortized O(m log n)

Haasnoot, E., Khodabakhsh, A., Zeinstra, C., Spreeuwers, L. & Veldhuis, R., 10 Oct 2018, 2018 International Conference of the Biometrics Special Interest Group, BIOSIG 2018. Bromme, A., Uhl, A., Busch, C., Rathgeb, C. & Dantcheva, A. (eds.). Piscataway, NJ: IEEE, 5 p. 8553607. (International Conference of the Biometrics Special Interest Group (BIOSIG); vol. 2018).

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

confidence
intervals
lists
Ferromagnetic resonance
biometrics
1 Citation (Scopus)
3 Downloads (Pure)

Flipper 2.0: A Pragmatic Dialogue Engine for Embodied Conversational Agents

van Waterschoot, J. B., Bruijnes, M., Flokstra, J., Reidsma, D., Davison, D. P., Theune, M. & Heylen, D. K. J., 5 Nov 2018, Proceedings of the 18th International Conference on Intelligent Virtual Agents. 18 ed. ACM Press, p. 43-50 8 p.

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

Engines
3 Citations (Scopus)
41 Downloads (Pure)

Forensic face recognition as a means to determine strength of evidence: A survey

Zeinstra, C. G., Meuwly, D., Ruifrok, A. C., Veldhuis, R. N. & Spreeuwers, L. J., 1 Jan 2018, In : Forensic Science Review. 30, 1, p. 21-32 12 p.

Research output: Contribution to journalReview articleAcademicpeer-review

evidence
intelligence
criticism
scenario
Law
1 Citation (Scopus)
38 Downloads (Pure)

Fusion architectures for automatic subject indexing under concept drift: Analysis and empirical results on short texts

Toepfer, M. & Seifert, C., 15 May 2018, International journal on digital libraries 21 p.

Research output: Contribution to specialist publicationArticleProfessional

Open Access
File
indexing
vocabulary
semantics
methodology
learning
19 Downloads (Pure)

Gezichtsherkenning op lage resolutie: Toepassingen camerasurveillance

Veldhuis, R. N. J., Apr 2018, In : Security management. 4, p. 19-21 3 p., 4.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File