Research Output

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

Adaptive applications to assist students with autism in succeeding in higher education

Montes Garcia, A., Stash, N. & De Bra, P. M. E., 2015, UMAP 2015 Extended Proceedings (Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization, UMAP 2015, Dublin, Ireland, June 29-July 3, 2015). Cristea, A., Masthoff, J., Said, A. & Tintarev, N. (eds.). CEUR-WS.org, p. 1-4 (CEUR Workshop Proceedings; vol. 1388).

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

Open Access
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2 Citations (Scopus)
264 Downloads (Pure)

Algorithm selection via meta-learning and sample-based active testing

Abdulrahman, S. M., Brazdil, P., van Rijn, J. N. & Vanschoren, J., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 55-66 (CEUR Workshop Proceedings; vol. 1455).

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

6 Citations (Scopus)
2 Downloads (Pure)

Classification of historical notary acts with noisy labels

Efremova, I., Montes Garcia, A. & Calders, T. G. K., 2015, Advances in Information Retrieval (37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29-April 2, 2015. Proceedings). Hanbury, A., Kazai, G., Rauber, A. & Fuhr, N. (eds.). Berlin: Springer, p. 49-54 (Lecture Notes in Computer Science; vol. 9022).

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

4 Citations (Scopus)

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)

DCCSS: a meta-model for dynamic clinical checklist support systems

Nan, S., Van Gorp, P. M. E., Korsten, H., Kaymak, U., Vdovjak, R., Lu, X. & Duan, H., 2015, Modelsward 2015: Proceedings of the 3rd International Conference on Model-Driven Engineering and Software Development. Hammoudi, S., Pires, L. F., Desfray, P. & Filipe, J. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 272-279

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

Open Access
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130 Downloads (Pure)

Designing algorithms for big graph datasets : a study of computing bisimulation and joins

Luo, Y., 2015, Eindhoven: Technische Universiteit Eindhoven. 157 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
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727 Downloads (Pure)

Efficient and scalable trie-based algorithms for computing set containment relations

Luo, Y., Fletcher, G. H. L., Hidders, A. J. H. & De Bra, P. M. E., 2015, 2015 IEEE 31st International Conference on Data Engineering (ICDE, Seoul, South Korea, April 13-17, 2015). Piscataway NJ: Institute of Electrical and Electronics Engineers, p. 303-314

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

11 Citations (Scopus)

Fast algorithm selection using learning curves

Rijn, van, J. N., Abdulrahman, S. M., Brazdil, P. & Vanschoren, J., 2015, Advances in Intelligent Data Analysis XIV (14th International Symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015). Fromont, E., De Bie, T. & Leeuwen, van, M. (eds.). Dordrecht: Springer, p. 298-309 (Lecture Notes in Computer Science; vol. 9385).

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

21 Citations (Scopus)
1 Downloads (Pure)

HiDER : query-driven entity resolution for historical data

Ranjbar-Sahraei, B., Efremova, I., Rahmani, H., Calders, T. G. K. & Tuyls, K. P., 2015, Machine learing and knowledge discovery in database, European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III. Bifet, E., May, M., Zadrozny, B., Gavalda, R., Pedreschi, D., Bonchi, F., Cardoso, J. & Spiliopoulou, M. (eds.). Springer, p. 281-284 (Lecture Notes in Computer Science; vol. 9286).

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

Hippocrates : a context-aware, collaboration enabling search tool

Aravanis, G., Bucur, A. I. D. & Pechenizkiy, M., 2015, 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (CBMS'15, São Carlos, Brazil, June 22-25, 2015). Brussels: IEEE Computer Society, p. 320-325

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

1 Citation (Scopus)

International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015)

Vanschoren, J. (ed.), Brazdil, P. (ed.), Giraud-Carrier, C. (ed.) & Kotthoff, L. (ed.), 2015, Aachen: CEUR-WS.org.

Research output: Book/ReportBook editingAcademic

1 Downloads (Pure)

Meta-learning recommendation of default hyper-parameter values for SVMs in classification tasks

Gomes Mantovani, R., Rossi, A. L. D., Vanschoren, J. & Carvalho, A. C. P. L. F., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 80-92 (CEUR Workshop Proceedings; vol. 1455).

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

3 Citations (Scopus)

Multi-source entity resolution for genealogical data

Efremova, I., Ranjbar-Sahraei, B., Rahmani, H., Oliehoek, F. A., Calders, T. G. K., Tuyls, K. P. & Weiss, G., 2015, Population Reconstruction. Bloothooft, G., Christen, P., Mandemakers, K. & Schraagen, M. (eds.). Cham: Springer, p. 129-154

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

10 Citations (Scopus)
1 Downloads (Pure)

On the reusability of open test collections

Hashemi, S. H., Clarke, C. L. A., Dean-Hall, A., Kamps, J. & Kiseleva, Y., 2015, 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'15, Santiago, Chile, August 9-13, 2015). New York: Association for Computing Machinery, Inc, p. 827-830

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

3 Citations (Scopus)

Pattern-based emotion classification on social media

Tromp, E. & Pechenizkiy, M., 2015, Advaces in Social Media Research. Medhat Gaber, M., Cocea, M., Wiratunga, N. & Goker, A. (eds.). Cham: Springer, p. 1-20 151 p. (Studies in Computational Intelligence; vol. 602).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

7 Citations (Scopus)
9 Downloads (Pure)

Predictive analytics on evolving data streams anticipating and adapting to changes in known and unknown contexts

Pechenizkiy, M., 2015, 2015 International Conference on High Performance Computing & Simulation (HPCS'15, Amsterdam, The Netherlands, July 20-24, 2015). Piscataway: Institute of Electrical and Electronics Engineers, p. 658-659

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

1 Downloads (Pure)

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
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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)

Relevance-aware filtering of tuples sorted by an attribute value via direct optimization of search quality metrics

Spirin, N. V., Kuznetsov, M., Kiseleva, Y., Spirin, Y. V. & Izhutov, P. A., 2015, 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'15, Santiago, Chile, August 9-13, 2015). New York: Association for Computing Machinery, Inc, p. 979-982

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

3 Citations (Scopus)

Sharing RapidMiner workflows and experiments with OpenML

Rijn, van, J. N. & Vanschoren, J., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 93-103 (CEUR Workshop Proceedings; vol. 1455).

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

1 Citation (Scopus)
1 Downloads (Pure)

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)

Structural characterizations of the navigational expressiveness of relation algebras on a tree

Fletcher, G. H. L., Gyssens, M., Paredaens, J., Van Gucht, D. & Wu, Y., 2015, s.n. 58 p. (arXiv; vol. 1502.03258 [cs.DB])

Research output: Book/ReportReportAcademic

The continuous cold start problem in e-commerce recommender systems

Bernardi, L., Kamps, J., Kiseleva, Y. & Mueller, M. J. I., 2015, s.n. 6 p. (arXiv; vol. 1508.01177 [cs.IR])

Research output: Book/ReportReportAcademic

11 Citations (Scopus)
4 Downloads (Pure)

The continuous cold start problem in e-commerce recommender systems

Bernardi, L., Kamps, J., Kiseleva, Y. & Mueller, M. J. I., 2015, 2nd Workshop on New Trends on Content-Based Recommender Systems (CBRecSys 2015, Vienna, Austria, September 20, 2015; co-located with RecSys 2015). Bogers, T. & Koolen, M. (eds.). CEUR-WS.org, p. 30-33 (CEUR Workshop Proceedings; vol. 1448).

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

11 Citations (Scopus)
3 Downloads (Pure)

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
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7 Citations (Scopus)
66 Downloads (Pure)

Towards a collaborative platform for advanced meta-learning in healthcare predictive analytics (Extended abstract)

Vukicevic, M., Radovanovic, S., Vanschoren, J., Napolitano, G. & Delibasic, B., 2015, International Workshop on Meta-Learning and Algorithm Selection (MetaSel 2015, Porto, Portugal September 7, 2015; co-located with ECMLPKDD 2015). Vanschoren, J., Brazdil, P., Giraud-Carrier, C. & Kotthoff, L. (eds.). CEUR-WS.org, p. 112-114 (CEUR Workshop Proceedings; vol. 1455).

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

3 Downloads (Pure)

Towards population reconstruction : extraction of family relationships from historical documents

Efremova, I., Montes Garcia, A., Zhang, J. & Calders, T. G. K., 2015, First International Workshop on Population Informatics for Big Data (21thACM-SIGKDD PopInfo'15), 10-13 August 2015, Sydney, Australia.

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

6 Downloads (Pure)

Using contextual information to understand searching and browsing behavior

Kiseleva, J., 2015, 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'15, Santiago, Chile, August 9-13, 2015). New York: Association for Computing Machinery, Inc, p. 1059-1059

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

4 Citations (Scopus)
1 Downloads (Pure)

Where to go on your next trip?: Optimizing travel destinations based on user preferences

Kiseleva, Y., Mueller, M. J. I., Bernardi, L., Davis, C., Kovacek, I., Einarsen, M. S., Kamps, J., Tuzhilin, A. & Hiemstra, D., 2015, 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'15, Santiago, Chile, August 9-13, 2015). New York: Association for Computing Machinery, Inc, p. 1097-1100

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

8 Citations (Scopus)
1 Downloads (Pure)

Where to go on your next trip? Optimizing travel destinations based on user preferences

Kiseleva, Y., Mueller, M. J. I., Bernardi, L., Davis, C., Kovacek, I., Einarsen, M. S., Kamps, J., Tuzhilin, A. & Hiemstra, D., 2015, s.n. 6 p. (arXiv; vol. 1506.00904 [cs.IR])

Research output: Book/ReportReportAcademic

8 Citations (Scopus)
2 Downloads (Pure)
2014

Adaptive hypermedia courses : qualitative and quantitative evaluation and tool support

Ramos, V. F. C., 2014, Eindhoven: Technische Universiteit Eindhoven. 198 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
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461 Downloads (Pure)

A DSL based on CSS for hypertext adaptation

Montes Garcia, A., De Bra, P. M. E., Fletcher, G. H. L. & Pechenizkiy, M., 2014, 25th ACM Conference on Hypertext and Social Media (HT'14, Santiago, Chile, September 1-4, 2014). New York NY: Association for Computing Machinery, Inc, p. 313-315

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

5 Citations (Scopus)
2 Downloads (Pure)

Algorithm selection on data streams

Rijn, van, J. R., Holmes, G., Pfahringer, B. & Vanschoren, J., 2014, Discovery Science (17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings). Dzeroski, S., Panov, P., Kocev, D. & Todorovski, L. (eds.). Heidelberg: Springer, p. 325-336 (Lecture Notes in Computer Science; vol. 8777).

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

21 Citations (Scopus)

A process-oriented methodology for modelling cancer treatment trial protocols

Maghsoodi, A., Bucur, A. I. D., De Bra, P. M. E., Graf, N. & Stanulla, M., 2014, Knowledge Representation for Health Care (6th International Workshop, KR4HC 2014, held as part of the Vienna Summer of Logic, VSL 2014, Vienna, Austria, July 21, 2014. Revised Selected Papers). Miksch, S., Riaño, D. & Teije, ten, A. (eds.). Springer, p. 133-146 (Lecture Notes in Computer Science; vol. 8903).

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

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)

Hunting the unknown: White-box database leakage detection

Costante, E., Hartog, den, J. I., Petkovic, M., Etalle, S. & Pechenizkiy, M., 2014, Data and Applications Security and Privacy XXVIII (28th Annual IFIP WG 11.3 Working Conference, DBSec 2014, Vienna, Austria, July 14-16, 2014). Atluri, V. & Pernul, G. (eds.). Springer, p. 243-259 (Lecture Notes in Computer Science; vol. 8566).

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

10 Citations (Scopus)
5 Downloads (Pure)

Investigation of a baseline method for genealogical entity resolution

Efremova, I., Ranjbar-Sahraei, B., Oliehoek, F. A., Calders, T. G. K. & Tuyls, K. P., 2014, Workshop on 'Population Reconstruction', 19 February 2014, Amsterdam, The Netherlands. Amsterdam: International Institute for Social Histrory IISH

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

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)

Mining top-K largest tiles in a data stream

Hoang, T. L., Pei, W., Prado, A., Jeudy, B. & Fromont, É., 2014, Machine Learning and Knowledge Discovery in Databases (European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II). Calders, T., Esposito, F., Hüllermeier, E. & Meo, R. (eds.). Berlin: Springer, p. 82-97 (Lecture Notes in Computer Science; vol. 8725).

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

2 Citations (Scopus)

Modelling and detecting changes in user satisfaction

Kiseleva, J., Crestan, E., Brigo, R. & Dittel, R., 2014, Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM'14, Shanghai, China, November 3-7, 2014). New York NY: Association for Computing Machinery, Inc, p. 1449-1458

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

9 Citations (Scopus)
1 Downloads (Pure)

On reflection in linked data management

Fletcher, G. H. L., 2014, 5th International Workshop on Data Engineering meets the Semantic Web (DESWeb 2014, Chicago IL, USA, March 31, 2014). Piscataway: Institute of Electrical and Electronics Engineers, p. 269-271

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

1 Citation (Scopus)

Predicting current user intent with contextual Markov models

Kiseleva, J., Hoang, T. L., Pechenizkiy, M. & Calders, T. G. K., 2014, Sixth International Workshop on Domain-Driven Data Mining (DDDM'13, Dallas TX, USA, December 7, 2013; in conjunction with ICDM'13). Jiang, F. (ed.). IEEE Computer Society, p. 391-398

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

13 Citations (Scopus)

Principles of guarded structural indexing

Picalausa, F., Fletcher, G. H. L., Hidders, A. J. H. & Vansummeren, S., 2014, 17th International Conference on Database Theory (ICDT'14, Athens, Greece, 24-28 March, 2014). OpenProceedings.org, p. 245-256

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

Proceedings of the International Workshop on Meta-learning and Algorithm Selection (MetaSel 2014, Prague, Czech Republic, August 19, 2014)

Vanschoren, J. (ed.), Brazdil, P. (ed.), Soares, C. (ed.) & Kotthoff, L. (ed.), 2014, Aachen: CEUR-WS.org. 66 p.

Research output: Book/ReportBook editingAcademic

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., 2014, s.n. 29 p. (arXiv; vol. 1401.8201 [cs.DB])

Research output: Book/ReportReportAcademic

Open Access
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40 Downloads (Pure)