Research Output

Filter
Article
2016

Mining exceptional relationships with grammar-guided genetic programming

Luna, J. M., Pechenizkiy, M. & Ventura, S., Jun 2016, In : Knowledge and Information Systems. 47, 3, p. 571-594 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)
5 Downloads (Pure)
2015

Computing the Fréchet distance between folded polygons

Cook IV, A. F., Driemel, A., Sherette, J. & Wenk, C., 2015, In : Computational Geometry. 50, dec., p. 1-16

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Relative expressive power of navigational querying on graphs

Fletcher, G. H. L., Gyssens, M., Leinders, D., Surinx, D., Van den Bussche, J., Van Gucht, D., Vansummeren, S. & Wu, Y., 2015, In : Information Sciences. 298, p. 390-406

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
24 Citations (Scopus)
113 Downloads (Pure)

Relative expressive power of navigational querying on graphs using transitive closure

Surinx, D., Fletcher, G. H. L., Gyssens, M., Leinders, D., Van den Bussche, J., Van Gucht, D., Vansummeren, S. & Wu, Y., 2015, In : Logic Journal of the IGPL. 23, 5, p. 759-788

Research output: Contribution to journalArticleAcademicpeer-review

13 Citations (Scopus)

Similarity and bisimilarity notions appropriate for characterizing indistinguishability in fragments of the calculus of relations

Fletcher, G. H. L., Gyssens, M., Leinders, D., Van den Bussche, J., Van Gucht, D. & Vansummeren, S., 2015, In : Journal of Logic and Computation. 25, 3, p. 549-580

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

The impact of transitive closure on the expressiveness of navigational query languages on unlabeled graphs

Fletcher, G. H. L., Gyssens, M., Leinders, D., Van den Bussche, J., Van Gucht, D., Vansummeren, S. & Wu, Y., 2015, In : Annals of Mathematics and Artificial Intelligence. 73, 1-2, p. 167-203

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
7 Citations (Scopus)
66 Downloads (Pure)
2014

A survey on concept drift adaptation

Gama, J., Zliobaite, I., Bifet, A., Pechenizkiy, M. & Bouchachia, A., 2014, In : ACM Computing Surveys. 46, 4, p. 44/1-37 37 p., 44.

Research output: Contribution to journalArticleAcademicpeer-review

844 Citations (Scopus)
1 Downloads (Pure)

Dealing with concept drifts in process mining

Jagadeesh Chandra Bose, R. P., Aalst, van der, W. M. P., Zliobaite, I. & Pechenizkiy, M., 2014, In : IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 154-171

Research output: Contribution to journalArticleAcademicpeer-review

83 Citations (Scopus)
2 Downloads (Pure)

Finding robust itemsets under subsampling

Tatti, N., Moerchen, F. & Calders, T. G. K., 2014, In : ACM Transactions on Database Systems. 39, 3, p. 20-1/27 27 p.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)
2 Downloads (Pure)

Learning dashboards : an overview and future research opportunities

Verbert, K., Govaerts, S., Duval, E., Santos, J. L., Van Assche, F., Parra, G. & Klerkx, J., 2014, In : Personal and Ubiquitous Computing. 18, 6, p. 1499-1514 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

148 Citations (Scopus)
10 Downloads (Pure)

Mining compressing sequential patterns

Hoang, T. L., Mörchen, F., Fradkin, D. & Calders, T. G. K., 2014, In : Statistical Analysis and Data Mining. 7, 1, p. 34-52 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

55 Citations (Scopus)
2 Downloads (Pure)

Mining frequent itemsets in a stream

Calders, T. G. K., Dexters, N., Gillis, J. J. M. & Goethals, B., 2014, In : Information Systems. 39, 1, p. 233-255

Research output: Contribution to journalArticleAcademicpeer-review

40 Citations (Scopus)
1 Downloads (Pure)
2013

A comparative study of dimensionality reduction techniques to enhance trace clustering performances

Song, M. S., Yang, H., Siadat, S. H. & Pechenizkiy, M., 2013, In : Expert Systems with Applications. 40, 9, p. 3722-3737

Research output: Contribution to journalArticleAcademicpeer-review

32 Citations (Scopus)
2 Downloads (Pure)

GALE : a generic open source extensible adaptation engine

De Bra, P. M. E., Knutov, E., Smits, D., Stash, N. & Ramos, V. F. C., 2013, In : New Review of Hypermedia and Multimedia. 19, 2, p. 182-212 31 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
9 Downloads (Pure)

HyDR-MI : A hybrid algorithm to reduce dimensionality in multiple instance learning

Zafra, A., Pechenizkiy, M. & Ventura, S., 2013, In : Information Sciences. 222, p. 282-301

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)

Learning analytics dashboard applications

Verbert, K., Duval, E., Klerkx, J., Govaerts, S. & Santos, J. L., 2013, In : American Behavioral Scientist. 57, 10, p. 1500-1509 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

261 Citations (Scopus)
3 Downloads (Pure)

Predictive handling of asynchronous concept drifts in distributed environments

Ang, H. H., Gopalkrishnan, V., Zliobaite, I., Pechenizkiy, M. & Hoi, S. C. H., 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 10, p. 2343-2365 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

17 Citations (Scopus)
2 Downloads (Pure)

Quantifying explainable discrimination and removing illegal discrimination in automated decision making

Kamiran, F., Zliobaite, I. & Calders, T. G. K., 2013, In : Knowledge and Information Systems. 35, 3, p. 613-644

Research output: Contribution to journalArticleAcademicpeer-review

25 Citations (Scopus)
6 Downloads (Pure)
2012

An inductive database system based on virtual mining views

Blockeel, H., Calders, T. G. K., Fromont, É., Goethals, B., Prado, A. & Robardet, C., 2012, In : Data Mining and Knowledge Discovery. 24, 1, p. 247-287

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)

Beating the baseline prediction in food sales : how intelligent an intelligent predictor is?

Zliobaite, I., Bakker, J. & Pechenizkiy, M., 2012, In : Expert Systems with Applications. 39, 1, p. 806-815

Research output: Contribution to journalArticleAcademicpeer-review

25 Citations (Scopus)

Data preprocessing techniques for classification without discrimination

Kamiran, F. & Calders, T. G. K., 2012, In : Knowledge and Information Systems. 33, 1, p. 1-33

Research output: Contribution to journalArticleAcademicpeer-review

103 Citations (Scopus)

Introduction to the special section on educational data mining

Calders, T. G. K. & Pechenizkiy, M., 2012, In : SIGKDD Explorations. 13, 2, p. 3-6

Research output: Contribution to journalArticleAcademic

6 Downloads (Pure)

ReliefF-MI : an extension of ReliefF to multiple instance learning

Zafra, A., Pechenizkiy, M. & Ventura, S., 2012, In : Neurocomputing. 75, 1, p. 210-218

Research output: Contribution to journalArticleAcademicpeer-review

19 Citations (Scopus)
1 Downloads (Pure)

Trends in computer-based medical systems

Soda, P., Antani, S., Tortorella, F., Cannataro, M., Pechenizkiy, M. & Tsymbal, A., 2012, In : SIGHIT Record. 2, 2, p. 46-50

Research output: Contribution to journalArticleAcademic

2011

All normalized anti-monotonic overlap graph measures are bounded

Calders, T. G. K., Ramon, J. & Van Dyck, D., 2011, In : Data Mining and Knowledge Discovery. 23, 3, p. 503-548

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)

Combining similarity in time and space for training set formation under concept drift

Zliobaite, I., 2011, In : Intelligent Data Analysis. 15, 4, p. 589-611

Research output: Contribution to journalArticleAcademicpeer-review

29 Citations (Scopus)
2 Downloads (Pure)

Generic Adaptation Framework : a process-oriented perspective

Knutov, E., De Bra, P. M. E. & Pechenizkiy, M., 2011, In : Journal of Digital Information. 12, 1, 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
91 Downloads (Pure)

The efficiency of identifying timed automata and the power of clocks

Verwer, S. E., Weerdt, de, M. & Witteveen, C., 2011, In : Information and Computation. 209, 3, p. 606-625

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
2010

Exploiting user tags to build a semantic cultural heritage portal

Sluijs, van der, K. A. M. & Houben, G. J. P. M., 2010, In : IEEE Intelligent Systems. 25, 6, p. 84-92

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Hypermedia presentation generation in Hera

Frasincar, F., Houben, G. J. P. M. & Barna, P., 2010, In : Information Systems. 35, 1, p. 23-55

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)
1 Downloads (Pure)

Knowledge discovery and computer-based decision support in biomedicine (Guest editorial)

Soda, P., Pechenizkiy, M., Tortorella, F. & Tsymbal, A., 2010, In : Artificial Intelligence in Medicine. 50, 1, p. 1-2

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)

Three naive Bayes approaches for discrimination-free classification

Calders, T. G. K. & Verwer, S. E., 2010, In : Data Mining and Knowledge Discovery. 21, 2, p. 277-292

Research output: Contribution to journalArticleAcademicpeer-review

190 Citations (Scopus)
4 Downloads (Pure)

Towards a theory of search queries

Fletcher, G. H. L., Van den Bussche, J., Van Gucht, D. & Vansummeren, S., 2010, In : ACM Transactions on Database Systems. 35, 4, p. 28:1-33

Research output: Contribution to journalArticleAcademicpeer-review

11 Citations (Scopus)
2009

AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques

Knutov, E., Bra, de, P. M. E. & Pechenizkiy, M., 2009, In : New Review of Hypermedia and Multimedia. 15, 1, p. 5-38

Research output: Contribution to journalArticleAcademicpeer-review

134 Citations (Scopus)
7 Downloads (Pure)

A methodology for coupling fragments of XPath with structural indexes for XML documents

Fletcher, G. H. L., Van Gucht, D., Wu, Y., Gyssens, M., Brenes, S. & Paredaens, J., 2009, In : Information Systems. 34, 7, p. 657-670

Research output: Contribution to journalArticleAcademicpeer-review

12 Citations (Scopus)

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems

Romero, C., Ventura, S., Zafra, A. & Bra, de, P. M. E., 2009, In : Computers and Education. 53, 3, p. 828-840

Research output: Contribution to journalArticleAcademicpeer-review

119 Citations (Scopus)
10 Downloads (Pure)

Aspect-oriented adaptation specification in web information systems: a semantics-based approach

Casteleyn, S., Woensel, van, W., Sluijs, van der, K. A. M. & Houben, G. J. P. M., 2009, In : New Review of Hypermedia and Multimedia. 15, 1, p. 39-71

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)

Cultivating personalized museum tours online and on-site

Wang, Y., Stash, N., van Sambeek, R., Schuurmans, Y., Aroyo, L. M., Schreiber, G. & Gorgels, P., 2009, In : Interdisciplinary Science Reviews. 34, 2-3, p. 139-153

Research output: Contribution to journalArticleAcademicpeer-review

27 Citations (Scopus)
1 Downloads (Pure)

Integrating adaptive functionality in a LMS

Sluijs, van der, K. A. M. & Höver, K. M., 2009, In : International Journal Emerging Technologies in Learning. 4, 4, p. 46-50

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
9 Citations (Scopus)
96 Downloads (Pure)

Online mass flow prediction in CFB boilers with explicit detection of sudden concept drift

Pechenizkiy, M., Bakker, J., Zliobaite, I., Ivannikov, A. & Kärkkäinen, T., 2009, In : SIGKDD Explorations. 11, 2, p. 109-116

Research output: Contribution to journalArticleAcademicpeer-review

On the expressive power of the relational algebra on finite sets of relation pairs

Fletcher, G. H. L., Gyssens, M., Paredaens, J. & Van Gucht, D., 2009, In : IEEE Transactions on Knowledge and Data Engineering. 21, 6, p. 939-942

Research output: Contribution to journalArticleAcademicpeer-review

15 Citations (Scopus)

On the relationship between workflow models and document types

Hee, van, K. M., Hidders, A. J. H., Houben, G. J. P. M., Paredaens, J. & Thiran, P., 2009, In : Information Systems. 34, 1, p. 178-208

Research output: Contribution to journalArticleAcademicpeer-review

21 Citations (Scopus)
2 Downloads (Pure)

Using mobile and web-based computerized tests to evaluate university students

Romero, C., Ventura, S. & De Bra, P. M. E., 2009, In : Computer Applications in Engineering Education. 17, 4, p. 435-447

Research output: Contribution to journalArticleAcademicpeer-review

45 Citations (Scopus)
3 Downloads (Pure)
2008

Adaptation to learning styles in a general-purpose system AHA! (Adaptive Hypermedia Architecture)

Stash, N., De Bra, P. M. E. & Cristea, A. I., 2008, In : Educational Technology & Society. 11, 1

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
56 Downloads (Pure)

A survey on web modeling approaches for ubiquitous web applications

Schwinger, W., Retschitzegger, W., Schauerhuber, A., Kappel, G., Wimmer, M., Pröll, B., Cachero Castro, C., Casteleyn, S., De Troyer, O., Fraternali, P., Garrigos, I., Garzotto, F., Ginige, A., Houben, G. J. P. M., Koch, N., Moreno, N., Pastor, O., Paolini, P., Pelechano Ferragud, V., Rossi, G. & 5 others, Schwabe, D., Tisi, M., Vallecillo, A., Sluijs, van der, K. A. M. & Zhang, G., 2008, In : International Journal of Web Information Systems. 4, 3, p. 234-305

Research output: Contribution to journalArticleAcademicpeer-review

44 Citations (Scopus)

Automatic generation of matter-of-opinion video documentaries

Bocconi, S., Nack, F-M. & Hardman, L., 2008, In : Web Semantics : Science, Services and Agents on the World Wide Web. 6, 2, p. 139-150

Research output: Contribution to journalArticleAcademicpeer-review

15 Citations (Scopus)

Distributed personalization: bridging digital islands in museum and interactive TV

Aroyo, L. M., 2008, In : ERCIM News. 72, p. 40-41

Research output: Contribution to journalArticleProfessional

1 Downloads (Pure)

Dynamic integration of classifiers for handling concept drift

Tsymbal, A., Pechenizkiy, M., Cunningham, P. & Puuronen, S., 2008, In : Information Fusion. 9, 1, p. 56-68

Research output: Contribution to journalArticleAcademicpeer-review

130 Citations (Scopus)

Itemset frequency satisfiability : complexity and axiomatization

Calders, T., 2008, In : Theoretical Computer Science. 394, 1-2, p. 84-111

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
14 Citations (Scopus)
1 Downloads (Pure)

Mining conjunctive sequential patterns

Raïssi, C., Calders, T. G. K. & Poncelet, P., 2008, In : Data Mining and Knowledge Discovery. 17, 1, p. 77-93

Research output: Contribution to journalArticleAcademicpeer-review

18 Citations (Scopus)