Research Output

Filter
Article
2020

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
File
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)

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
File
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
File
1 Citation (Scopus)
13 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
File
10 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
File
16 Downloads (Pure)

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
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 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 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
File
10 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
86 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)

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
25 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

3 Citations (Scopus)
2 Downloads (Pure)

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., 18726042.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
10 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
63 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
1 Citation (Scopus)
78 Downloads (Pure)

Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance

Cauteruccio, F., Fortino, G., Guerrieri, A., Liotta, A., Mocanu, D. C., Perra, C., Terracina, G. & Vega, M. T., Dec 2019, In : Information Fusion. 52, p. 13-30

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
15 Citations (Scopus)
13 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

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
20 Downloads (Pure)
2018

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
34 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

18 Citations (Scopus)
1 Downloads (Pure)

Correction for: Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data

Sieverink, F., Kelders, S., Poel, M. & Gemert-Pijnen, L. V., 17 Jan 2018, In : JMIR research protocols. 7, 1

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
7 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
2 Citations (Scopus)
108 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
39 Downloads (Pure)

Grid-Based Likelihood Ratio Classifiers for the Comparison of Facial Marks

Zeinstra, C., Veldhuis, R. & Spreeuwers, L., 1 Jan 2018, In : IEEE transactions on information forensics and security. 13, 1, p. 253-264 12 p., 8017453.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

Supporting the Exploration of Online Cultural Heritage Collections: The Case of the Dutch Folktale Database

Muiser, I., Theune, M., Jong, de, R., Smink, N., Trieschnigg, R. B., Hiemstra, D. & Meder, T., 17 Jan 2018, In : Digital humanities quarterly. 11, 4

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
33 Downloads (Pure)

Using panel data for modelling duration dynamics of outdoor leisure activities

La Paix Puello, L., Chowdhury, S. & Geurs, K., 15 Mar 2018, In : Journal of choice modelling.

Research output: Contribution to journalArticleAcademicpeer-review

2 Downloads (Pure)
2017

A stochastic de novo assembly algorithm for viral-sized genomes obtains correct genomes and builds consensus

Bucur, D., 2017, In : Information sciences. 420, p. 184-199

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

ForenFace: A unique annotated forensic facial image dataset and toolset

Zeinstra, C. G., Veldhuis, R. N. J., Spreeuwers, L. J., Ruifrok, A. C. C. & Meuwly, D., 1 Nov 2017, In : IET biometrics. 6, 6, p. 487-494 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Improved search methods for assessing Delay-Tolerant Networks vulnerability to colluding strong heterogeneous attacks

Bucur, D. & Iacca, G., Sep 2017, In : Expert systems with applications. 80, p. 311 - 322

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Making Likelihood Ratios Digestible for Cross-Application Performance Assessment

Nautsch, A., Meuwly, D., Ramos, D., Lindh, J. & Busch, C., 4 Sep 2017, In : IEEE signal processing letters. 24, 10, p. 1552-1556 5 p., 17176768.

Research output: Contribution to journalArticleAcademicpeer-review

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

Overview of Special Issue

Hiemstra, D., Harman, D. (ed.), Allan, J., Kelly, D. (ed.), Belkin, N. J., Bennet, P., Callan, J., Clarke, C., Diaz, F., Dumais, S., Ferro, N., Harman, D., Ruthven, I., Sakai, T., Smucker, M. D. & Zobel, J., 11 Jul 2017, In : SIGIR forum. 51, 2, p. 1-25

Research output: Contribution to journalArticleAcademicpeer-review

Testing Sleep Consolidation in Skill Learning: A Field Study Using an Online Game

Stafford, T. & Haasnoot, E., 1 Apr 2017, In : Topics in Cognitive Science. 9, 2, p. 485-496 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)
2016

Automatic Enrichment and Classification of Folktales in the Dutch Folktale Database

Meder, T., Karsdorp, F., Nguyen, D-P., Theune, M., Trieschnigg, R. B. & Muiser, I., 2016, In : The Journal of American Folklore. 129, 511, p. 78-96 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)

Evaluation and analysis of term scoring methods for term extraction

Verberne, S., Sappelli, M., Hiemstra, D. & Kraaij, W., Oct 2016, In : Information retrieval. 19, 5, p. 510-545 36 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
15 Citations (Scopus)
25 Downloads (Pure)

Genes, Culture and Conservatism - A Psychometric-Genetic Approach

Schwabe, I., Jonker, W. & van den Berg, S. M., 2016, In : Behavior genetics. 46, 4, p. 516-528

Research output: Contribution to journalArticleAcademicpeer-review

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

Predicting relevance based on assessor disagreement: analysis and practical applications for search evaluation

Demeester, T., Aly, R., Hiemstra, D., Nguyen, D-P. & Develder, C., Jun 2016, In : Information retrieval. 19, 3, p. 284-312 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

TwitterNEED: a hybrid approach for named entity extraction and disambiguation for tweets

Habib, M. B. & van Keulen, M., May 2016, In : Natural language engineering. 22, 3, p. 423-456 34 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
1 Downloads (Pure)

Using text mining and machine learning for detection of child abuse

Amrit, C. A., Paauw, T., Aly, R., Lavric, M. & Lavric, M., 16 Nov 2016, In : arXiv.org. p. - 39 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
43 Downloads (Pure)
2015

A cross-benchmark comparison of 87 learning to rank methods

Tax, N., Bockting, S. & Hiemstra, D., Nov 2015, In : Information processing & management. 51, 6, p. 757-772 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
36 Citations (Scopus)
264 Downloads (Pure)

Categorizing and Describing the Types of Fraud in Healthcare

Thornton, D., Brinkhuis, M., Amrit, C. & Aly, R., 2015, In : Procedia computer science. 64, p. 713-720 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

Deriving robust distributed business processes with automated transformations of fallible component processes

Wang, L., Ferreira Pires, L., van Sinderen, M. J., Wombacher, A. & Chi, C., 30 Dec 2015, In : International journal on advances in networks and services. 8, 3 and 4, p. 192-202 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
2014

Analysis of search and browsing behavior of young users on the web

Duarte Torres, S., Najork, M. (ed.), Weber, I. & Hiemstra, D., 2014, In : ACM transactions on the web. 8, 2, p. 7:1-7:55 55 p.

Research output: Contribution to journalArticleAcademicpeer-review

35 Citations (Scopus)

A Survey of Provably Secure Searchable Encryption

Bösch, C. T., Hartel, P. H., Jonker, W. & Peter, A., Aug 2014, In : ACM computing surveys. 47, 2, p. 18:1-18:51 47 p., 18.

Research output: Contribution to journalArticleAcademicpeer-review

File
141 Citations (Scopus)
1219 Downloads (Pure)

De kracht van Big Data: Slimme modellen afgetroefd door eenvoudige modellen en heel veel data

Hiemstra, D., 2014, In : I/O Vivat. 30, 1, p. 30-32 3 p.

Research output: Contribution to journalArticlePopular

File
23 Downloads (Pure)

Expert group formation using facility location analysis

Neshati, M., Beigy, H. & Hiemstra, D., Mar 2014, In : Information processing & management. 50, 2, p. 361-383 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)
9 Downloads (Pure)

Hydrodynamic model calibration from pattern recognition of non-orthorectified terrestrial photographs

Pasquale, N., Perona, P., Wombacher, A. & Burlando, P., Jan 2014, In : Computers & geosciences. 62, p. 160-167 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
5 Citations (Scopus)
163 Downloads (Pure)

Integration of scientific and social networks

Neshati, M., Hiemstra, D., Asgari, E. & Beigy, H., Sep 2014, In : World wide web. 17, 5, p. 1051-1079 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
10 Citations (Scopus)
19 Downloads (Pure)