Research Output 1973 2019

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Article
2019
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
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
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
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
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
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
42 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

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
2018
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
9 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
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
2 Citations (Scopus)
1 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

Classifiers
Calibration
Biometrics
Face recognition
20 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
cultural heritage
expert
Data Base
Folktales
Cultural Heritage
2 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

Panel Data
Travel time
Modeling
Bicycles
Travel Time
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

Genome
Genes
DNA
Mathematical operators
Scaffold
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

Image resolution
Software packages
Cameras
Network protocols
Experiments
3 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

Delay tolerant networks
Network protocols
Routing protocols
Evolutionary algorithms
Communication
3 Citations (Scopus)
9 Downloads (Pure)

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
Performance Assessment
Likelihood Ratio
Error Detection
Error detection
Trade-offs

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

Digital libraries
Information retrieval
2016
8 Citations (Scopus)

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

11 Citations (Scopus)
19 Downloads (Pure)

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
5 Citations (Scopus)
27 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
Politics
Psychometrics
liberalism
biometry
gene
3 Citations (Scopus)

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

7 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

36 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
Learning systems
Health
Public health
Decision support systems
Application programming interfaces (API)
2015
30 Citations (Scopus)
116 Downloads (Pure)

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
3 Citations (Scopus)
93 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
Sun
Costs
7 Citations (Scopus)

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

2014
32 Citations (Scopus)

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

114 Citations (Scopus)
683 Downloads (Pure)

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
17 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
10 Citations (Scopus)
9 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

group formation
expert
Operations research
Experiments
operations research
4 Citations (Scopus)
122 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
9 Citations (Scopus)
11 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
7 Citations (Scopus)

Modelling biological pathway dynamics with Timed Automata

Schivo, S., Scholma, J., Wanders, B., Urquidi Camacho, R. A., van der Vet, P. E., Karperien, H. B. J., Langerak, R., van de Pol, J. C. & Post, J. N., May 2014, In : IEEE journal of biomedical and health informatics. 18, 3, p. 832-839 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)

Probabilistic models in IR and their relationships

Aly, R., Demeester, T. & Robertson, S., Apr 2014, In : Information retrieval. 17, 2, p. 177-2101 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
17 Downloads (Pure)

Query Recommendation in the Domain of Information for Children

Duarte Torres, S., Hiemstra, D., Weber, I. & Serdyukov, P., Jul 2014, In : Journal of the American Society for Information Science. 65, 7, p. 1368-1384 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
2013
16 Downloads (Pure)

//Rondje Zilverling: COMMIT/TimeTrails

van Keulen, M., de Graaff, V., Zhu, Z., de By, R. A., Wombacher, A. & Flokstra, J., Sep 2013, In : I/O Vivat. 28, 4, p. 16-17 2 p.

Research output: Contribution to journalArticleProfessional

File
4 Citations (Scopus)

An Inference-Based Framework to Manage Data Provenance in Geoscience Applications

Huq, M. R., Apers, P. M. G. & Wombacher, A., Nov 2013, In : IEEE transactions on geoscience and remote sensing. 51, 11, p. 5113-5130 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

16 Downloads (Pure)

Celebrating Stephen Robertson's retirement

Hiemstra, D., Tait, J., MacFarlane, A. & Belkin, N., Oct 2013, In : Informer. Autumn 201, p. - 3 p.

Research output: Contribution to journalArticleProfessional

File
15 Downloads (Pure)

Eenvoudige modellen en Big Data troeven slimme modellen af

Hiemstra, D., Dec 2013, In : STAtOR. 14, 3-4, p. 24-26 3 p.

Research output: Contribution to journalArticleProfessional

File
4 Citations (Scopus)
101 Downloads (Pure)

Indeterministic Handling of Uncertain Decisions in Deduplication

Panse, F., Ritter, N. & van Keulen, M., Mar 2013, In : ACM journal of data and information quality. 4, 2, p. 9 44 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File

Robust collaborative process interactions under system crash and network failures

Wang, L., Wombacher, A., Ferreira Pires, L., van Sinderen, M. J. & Chi, C., 2013, In : International journal of business process integration and management. 6, 4, p. 326-340 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
36 Downloads (Pure)

The uncertain representation ranking framework for concept-based video retrieval

Aly, R., Doherty, A., Hiemstra, D., de Jong, F. M. G. & Smeaton, A. F., Oct 2013, In : Information retrieval. 16, 5, p. 557-583 27 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
2012
22 Downloads (Pure)

Brute Force Information Retrieval Experiments using MapReduce

Hiemstra, D. & Hauff, C., Apr 2012, In : ERCIM news. 2012, 89, p. 31-32 2 p.

Research output: Contribution to journalArticleProfessional

File
17 Downloads (Pure)

CLEF 2012: information access evaluation meets multilinguality, multimodality, and visual analytics

Catarci, T., Ferro, N., Forner, P., Hiemstra, D., Karlgren, J., Peñas, A., Santucci, G. & Womser-Hacker, C., Dec 2012, In : SIGIR forum. 46, 2, p. 29-33 5 p.

Research output: Contribution to journalArticleAcademic

File
40 Downloads (Pure)

Managing Uncertainty: The Road Towards Better Data Interoperability

Herschel, M. (ed.) & van Keulen, M., May 2012, In : IT - Information Technology. 54, 3, p. 138-146 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

File
13 Citations (Scopus)

Maximum Key Size and Classification Performance of Fuzzy Commitment for Gaussian Modeled Biometric Sources

Kelkboom, E. J. C., Breebaart, J., Buhan, I. R. & Veldhuis, R. N. J., Aug 2012, In : IEEE transactions on information forensics and security. 7, 4, p. 1225-1241 17 p.

Research output: Contribution to journalArticleAcademicpeer-review