Home page of Anton Dries
General Information
- Affiliation
- Katholieke Universiteit Leuven
- Current position
- Post-doc at the Machine Learning Group (DTAI)
- Mailing Address
- Celestijnenlaan 200A-bus 2402
3001 Leuven
Belgium
- Office
- A04.34
- Telephone
- Fax
- Email
- anton.dries AT cs.kuleuven.be
- Social Networks
- Previous affiliations
- Web Research Group, Department of Information and Communication Technology, Universitat Pompeu Fabra (Barcelona, Spain) (May 2011-April 2012)
- Department of Computer Science, Katholieke Universiteit Leuven (September 2006-April 2011)
Research Interests
- data streams
- relational learning applied to data streams
- concept drift
- graph mining and databases
- information networks
- pattern mining
- databases
Publications
2012
- Anton Dries and Siegfried Nijssen
Mining Patterns in Networks using Homomorphism
SIAM International Conference on Data Mining (SDM12)
2010
- Anton Dries
Data streams and information networks: a knowledge discovery perspective, PhD thesis, K.U. Leuven (promotor: Luc De Raedt) (pdf)
- Anton Dries and Siegfried Nijssen
Analyzing Graph Databases by Aggregate Queries
Workshop on Mining and Learning with Graphs (MLG'10)
(pdf)
- Anton Dries, Luc De Raedt and Siegfried Nijssen,
Mining Predictive k-CNF Expressions,
IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume 22, Issue 5, p. 743-748
(article, pdf)
2009
- Anton Dries and Ulrich Rückert
Adaptive Concept Drift Detection
Statistical Analysis and Data Mining, Volume 2, Issue 5-6, Special issue on the Best of SDM'09, p. 311-327
(pdf, published version)
- Anton Dries and Ulrich Rückert
Adaptive Concept Drift Detection
Benelux Conference on Artificial Intelligence (BNAIC09)
(extended abstract, full paper)
- Anton Dries, Siegfried Nijssen and Luc De Raedt,
A Query Language for Analyzing Networks,
ACM Conference on Information and Knowledge Management (CIKM09)
(pdf, source code)
- Anton Dries and Luc De Raedt,
Towards clausal discovery for stream mining,
International Conference on Logic Programming (ILP09)
(pdf, bibtex)
- Anton Dries and Ulrich Rückert,
Adaptive Concept Drift Detection,
SIAM International Conference on Data Mining (SDM09)
(pdf, presentation, bibtex)
Best Paper Award
2006
- Anton Dries
DM-square: analyse van data-miningresultaten door middel van data mining
Master thesis, K.U. Leuven (promotor: Hendrik Blockeel, in Dutch) (pdf)
2004
- Anton Dries
Visualisatie van het web
Master thesis, K.U. Leuven (promotor: Erik Duval, in Dutch) (pdf)
Events
Filled bullets indicate active participation (poster, presentation or meeting).
2011
- 22 September: Workshop on Recent Trends in Machine Learning and Data Mining (UPC, Barcelona, Spain)
- 16-22 July: IJCAI 2011 (Barcelona, Spain)
- 27-28 June: final review meeting BISON (Konstanz, Germany)
- 6-16 April: visit to University of Konstanz (BISON)
- 29-31 March: SMiLee 2011 (Prüm, Germany)
- 17 March: DTIC seminar (Universitat Pompeu Fabra, Barcelona, Spain)
- 15-16 March: BISON project meeting (Oviedo, Spain)
- 14 February: DTAI seminar (Leuven, Belgium)
2010
- 10 December: PhD defense (Leuven, Belgium)
- 1-3 December: BISON project meeting (London, UK)
- 28-29 June: BISON review meeting (Konstanz, Germany)
- 10 May-12 May: BISON project meeting (Berlin, Germany)
- 15 March-19 March: FLF&SML 2010 (Boppard, Germany)
2009
- 30 November-4 December: BISON project meeting (Mallorca, Spain)
- 23 November-25 November: visit to University of Konstanz (BISON)
- 2 November-6 November: CIKM 2009 (Hong Kong, China)
- 29 October-30 October: BNAIC 2009 (Eindhoven, Netherlands)
- 2 July-4 July: ILP-SRL-MLG (Leuven, Belgium)
- 22 June-23 June: BISON project review meeting (Leuven, Belgium)
- 30 April-2 May: SIAM Conference on Data Mining (SDM) (Sparks, NV, USA)
- 18 March-20 March: Spring Workshop on Mining and Learning (aka Fluffy) (Grandpré, France)
- 9 March-13 March: BISON project meeting (Porvoo, Finland)
2008
- 29 September-3 October: BISON project meeting (Coleraine, Northern Ireland)
- 19 September: CIL poster session (co-located with ECML-PKDD)
- 15-19 September: ECML-PKDD Conference (Antwerp, Belgium)
- 5-7 June: BISON project kick-off meeting (Konstanz, Germany)
- 29-30 April: WOG meeting (Oostduinkerke, Belgium) (with poster)
- 28 April: seminar on Theory of Online Learning (Louvain-la-Neuve, Belgium)
- 21-25 April: Spring Workshop on Mining and Learning (Traben-Trarbach, Germany) (with poster)
- 7 April: DTAI seminar (Leuven, Belgium) (1 hour presentation)
- 30 January: Symposium on Information Extraction from XML Data (Leuven, Belgium)
- 22 January: Symposium on Recent Trends in Data Mining (Leuven, Belgium)
2007
- 29 August: CIL contact day (Leuven, Belgium) (with poster)
- 28 May-1 June: Summer School on Algorithmic Data Analysis (SADA) (Helsinki, Finland) (with poster)
- 30 March: Symposium on Modern Trends in Relational Data Mining (Leuven, Belgium)
- 21-23 March: Former Freiburg Leuven and Friends Workshop (Massembre, Belgium) (with 20 min. presentation)
2006
- 23 November: 50 jaar AI (Brussels, Belgium)
- 15 November: Dutch-Belgian DataBase Day (DBDBD) (Brussels, Belgium)
Teaching
- (Studie van) Declaratieve Talen - exercises (2007, 2008, 2009, 2010) (Prolog, Haskell and Mercury) (K.U. Leuven)
Other
Prolog syntax coloring for Xcode
Links