Research Output

Filter
Chapter
2015

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)

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)
2013

GRAPPLE : learning management systems meet adaptive learning environments

De Bra, P. M. E., Smits, D., Sluijs, van der, K. A. M., Cristea, A. I., Foss, J., Glahn, C. & Steiner, C. M., 2013, Intelligent and Adaptive Educational-Learning Systems. Peña-Ayala, A. (ed.). Berlin: Springer, p. 133-160 (Smart Innovation, Systems and Technologies; vol. 17).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

23 Citations (Scopus)
1 Downloads (Pure)

Introducing positive discrimination in predictive models

Calders, T. G. K. & Verwer, S. E., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 255-270 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

3 Citations (Scopus)
2 Downloads (Pure)

Techniques for discrimination-free predictive models

Kamiran, F., Calders, T. G. K. & Pechenizkiy, M., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 223-239 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

8 Citations (Scopus)
4 Downloads (Pure)

The way forward

Custers, B. H. M., Calders, T. G. K., Zarsky, T. Z. & Schermer, B. W., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 341-357 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

5 Citations (Scopus)

What is data mining and how does it work?

Calders, T. G. K. & Custers, B. H. M., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 27-42 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1 Citation (Scopus)

Why unbiased computational processes can lead to discriminative decision procedures (Chapter 3)

Calders, T. G. K. & Zliobaite, I., 2013, Discrimination and Privacy in the Information Society: Effects of Data Mining and Profiling Large Databases. Custers, B. H. M., Calders, T. G. K., Schermer, B. W. & Zarsky, T. Z. (eds.). Berlin: Springer, p. 43-57 (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

33 Citations (Scopus)
5 Downloads (Pure)
2012

A continuous layered evaluation of adaptive hypermedia systems

Ramos, V. F. C., Xexéo, G. B. & De Bra, P. M. E., 2012, Evaluation in e-Learning. Psaromiligkos, Y., Spyridakos, A. & Retalis, S. (eds.). Nova Publishers, p. 145-158

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Storing and indexing massive RDF datasets

Luo, Y., Picalausa, F., Fletcher, G. H. L., Hidders, A. J. H. & Vansummeren, S., 2012, Semantic search over the web. Virgilio, De, R., Guerra, F. & Velegrakis, Y. (eds.). Germany: Springer, p. 31-60 417 p. (Data-Centric Systems and Applications).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

25 Citations (Scopus)
11 Downloads (Pure)

Technologies for dealing with information overload : an engineers' point of view

Calders, T. G. K., Fletcher, G. H. L., Kamiran, F. & Pechenizkiy, M., 2012, Information overload : an international challenge for professional engineers and technical communicators. Strother, J. B., Ulijn, J. M. & Fazal, Z. (eds.). Wiley-IEEE, p. 175-202

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2 Citations (Scopus)
2011

Association rule mining in learning management systems

García, E., Romero, C., Ventura, S., Castro, de, C. & Calders, T. G. K., 2011, Handbook of Educational Data Mining. Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. (eds.). London: CRC Press, p. 93-106 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Introduction

Romero, C., Ventura, S., Pechenizkiy, M. & Baker, de, R. S. J., 2011, Handbook of Educational Data Mining. Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. (eds.). London: CRC Press, p. 1-6 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Process mining from educational data

Trcka, N., Pechenizkiy, M. & Aalst, van der, W. M. P., 2011, Handbook of Educational Data Mining. Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. (eds.). London: CRC Press, p. 123-142 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1 Downloads (Pure)

Three data partitioning strategies for building local classifiers

Zliobaite, I., 2011, Ensembles in Machine Learning Applications. Okun, O., Valentini, G. & Re, M. (eds.). p. 233-250 (Studies in Computational Intelligence; vol. 373).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2010

A practical comparative study of data ming query languages (Chapter 3)

Blockeel, H., Calders, T. G. K., Fromont, É., Goethals, B., Prado, A. & Robardet, C., 2010, Inductive Databases and Constraint-Based Data Mining. Dzeroski, S., Goethals, B. & Panov, P. (eds.). New York: Springer, p. 59-77

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

4 Citations (Scopus)

Inductive querying with virtual mining views

Blockeel, H., Calders, T. G. K., Fromont, É., Goethals, B., Prado, A. & Robardet, C., 2010, Inductive Databases and Constraint-Based Data Mining. Dzeroski, S., Goethals, B. & Panov, P. (eds.). New York: Springer, p. 265-287

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2 Citations (Scopus)

Introduction

Romero, C., Ventura, S., Pechenizkiy, M. & Baker, R. S. J. D., 1 Jan 2010, Handbook of Educational Data Mining. CRC Press, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

11 Citations (Scopus)

On-the-fly auditing of business processes

Hee, van, K. M., Hidders, A. J. H., Houben, G. J. P. M., Paredaens, J. & Thiran, P. A. P., 2010, Transactions on Petri Nets and Other Models of Concurrency IV. Jensen, K., Donatelli, S. & Koutny, M. (eds.). Berlin: Springer, p. 144-173 (Lecture Notes in Computer Science; vol. 6550).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1 Citation (Scopus)
3 Downloads (Pure)

Towards the generic framework for utility considerations in data mining research

Puuronen, S. & Pechenizkiy, M., 2010, Data Mining for Business Applications. Soares, C. & Ghani, R. (eds.). Amsterdam: IOS Press, p. 49-65 (Frontiers in Artificial Intelligence and Applications; vol. 218).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

4 Citations (Scopus)
2 Downloads (Pure)
2009

Semantic-based framework for integration and personalization of television related media

Bellekens, P. A. E., Aroyo, L. M. & Houben, G. J. P. M., 2009, Handbook of Multimedia for Digital Entertainment and Arts. Furht, B. (ed.). Berlin: Springer, p. 59-90 769 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1 Downloads (Pure)

Towards a general framework for effective solutions to the data mapping problem

Fletcher, G. H. L. & Wyss, C. M., 2009, Journal on Data Semantics XIV. Spaccapietra, S. & Delcambre, L. (eds.). Berlin: Springer, p. 37-73 (Lecture Notes in Computer Science; vol. 5880).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1 Citation (Scopus)

XPath/XQuery

Hidders, A. J. H. & Paredaens, J., 2009, Encyclopedia of Database Systems. Liu, L. & Özsu, M. T. (eds.). Springer, p. 3659-3665

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

2008

Adaptive hypermedia

De Bra, P. M. E., 2008, Handbook on Information Technologies for Education and Training (2nd edition). Pawlowski, J. M. & Sampson, D. (eds.). Heidelberg: Springer, p. 29-46 (International Handbooks on Information Systems; vol. 1, Part I).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Does relevance matter to data mining research?

Pechenizkiy, M., Puuronen, S. & Tsymbal, A., 2008, Data Mining: Foundations and Practice. Lin, T. Y., Xie, Y., Wasilewska, A. & Liau, C. J. (eds.). Berlin: Springer, p. 251-275 (Studies in Computational Intelligence; vol. 118).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

4 Citations (Scopus)

Hera

Houben, G. J. P. M., Sluijs, van der, K. A. M., Barna, P., Broekstra, J., Casteleyn, S., Fiala, Z. & Frasincar, F., 2008, Web engineering : modelling and implementing web applications. Rossi, G., Pastor, O., Schwabe, D. & Olsina, L. (eds.). London: Springer, p. 263-301 (Human-Computer Interaction Series; vol. partII).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2007

Authoring and management tools for adaptive educational hypermedia systems : the AHA! case study

De Bra, P. M. E., Stash, N., Smits, D., Romero, C. & Ventura, S., 2007, Evolution of Teaching and Learning Paradigms in Intelligent Environment. Jain, L. C., Tedmann, R. & Tedman, D. (eds.). Berlin: Springer, p. 285-308 (Studies in Computational Intelligence; vol. 62).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

14 Citations (Scopus)
2 Downloads (Pure)
2006

Authoring of adaptive hypermedia : adaptive hypermedia and learning environments

Cristea, A. I., 2006, Advances in Web-Based Education : Personalized Learning Environments. Magoulas, G. D. (ed.). IDEA Publishing Group, p. 225-252

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Automatic authoring of adaptive educational hypermedia

Cristea, A. I. & Stewart, C., 2006, Web-Based Intelligent e-Learning Systems : Technologies and Applications. Ma, Z. (ed.). IDEA Publishing Group, p. 24-55

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1 Downloads (Pure)

Engineering adaptive concept-based systems for the web

Houben, G. J. P. M., Aroyo, L. M. & Dicheva, D., 2006, Encyclopedia of E-Commerce, E-Government, and Mobile Commerce. Khosrow-Pour, M. (ed.). Idea Group, p. 424-430

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

RDF and traditional query architectures

Vdovják, R., Houben, G. J. P. M., Stuckenschmidt, H. & Aerts, A. T. M., 2006, Semantic Web and Peer-to-Peer : Decentralized Management and Exchange of Knowledge and Information. Staab, S. & Stuckenschmidt, H. (eds.). Berlin: Springer, p. 41-58

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

3 Citations (Scopus)
1 Downloads (Pure)

Web-based educational hypermedia

De Bra, P. M. E., 2006, Data Mining in E-Learning. Romero, C. & Ventura, S. (eds.). Southampton: WIT Press, p. 3-17 (Advances in Management Information; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2005

Adaptation engineering in adaptive concept-based systems

Houben, G. J. P. M., Aroyo, L. M., De Bra, P. M. E. & Dicheva, D., 2005, Adaptable and Adaptive Hypermedia Systems. Chen, S. Y. & Magoulas, G. D. (eds.). Idea Group/IRM Press, p. 36-58

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2004

Adaptive web-based educational hypermedia

De Bra, P. M. E., Aroyo, L. M. & Cristea, A. I., 2004, Web Dynamics : Adapting to Change in Content, Size, Topology and Use. Levene, M. & Poulavassis, A. (eds.). Springer, p. 387-410

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Deducing bounds on the support of itemsets

Calders, T., 2004, Database Support for Data Mining Applications : Discovering Knowledge with Inductive Queries. Meo, R., Lanzi, P. L. & Klemettinen, M. (eds.). Berlin: Springer, p. 214-233 (Lecture Notes in Computer Science; vol. 2682).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

10 Citations (Scopus)
2000

Euclidian query languages

Kuijpers, B., Kuper, G. M. & Paredaens, J., 2000, Constraint Databases. Kuper, G. M., Libkin, L. & Paredaens, J. (eds.). Berlin: Springer, p. 275-291

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Introduction

Kuper, G. M., Libkin, L. & Paredaens, J., 2000, Constraint Databases. Kuper, G. M., Libkin, L. & Paredaens, J. (eds.). Berlin: Springer, p. 1-16

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

1999

Electronic Commerce

Dignum, F. P. M., 1999, Kantoorautomatisering ICT-zakboekje. Arnhem: PBNA, p. 129-136 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

Kantoorautomatisering

Houben, G. J. P. M., 1999, ICT-zakboekje. Arnhem: PBNA, p. 299-314

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

1998

AHAM: A reference model to support adaptive hypermedia authoring

Houben, G. J. P. M., De Bra, P. M. E. & Wu, H., 1998, Informatiewetenschap 1998. Smet, de, E. (ed.). p. 51-76

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

The role of deontic logic in the specification of information systems

Meyer, J-JC., Wieringa, R. J. & Dignum, F. P. M., 1998, Logics for Databases and Information Systems. Chomicki, J. & Saake, G. (eds.). Kluwer Academic Publishers, p. 71-115 430 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1997

Cursus Zakelijk succes met Internet

De Bra, P. M. E., 1997, International Management Forum, hoofdstuk 4 en 5: het gebruiken van Internet en zoeken op Internet.

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

Defeasible deontic logic

Royakkers, L. M. M. & Dignum, F. P. M., 1997, Defeasible deontic logic. Nute, D. (ed.). Kluwer Academic Publishers, p. 263-286

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Integrated semantics for information and communication systems

Verharen, E., Weigand, H. & Dignum, F. P. M., 1997, Database Applications Semantics. Meersman, R. & Mark, L. (eds.). Chapman & Hall, p. 500-525

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Performance modelling of real-time database schedulers

Stok, van der, P. D. V., Sassen, S. A. E., Bodlaender, M. P., Wal, van der, J. & Aerts, A. T. M., 1997, Real-Time Database Systems: Issues and Applications. Bestavros, A., Lin, K. J. & Son, S. H. (eds.). Boston: Kluwer Academic Publishers, p. 251-276

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1996

Informatie ontginnen op het Internet

De Bra, P. M. E., 1996, Handboek informatica. p. C 5415-1-C5415-29

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

1 Downloads (Pure)
1994

Koppelen van heterogene databases

Bra, De, P. M. E., 1994, Handboek database systemen. Lans, van, R. F. & Pels, H. J. (eds.). Alphen aan den Rijn: Array publications, p. 3300-1/18

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional