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Bart Goethals

Papers on DiSC'06


Mining Tree queries in a graph

Open Source Data Mining: Workshop Report

Tight upper bounds on the number of candidate patterns

Publications


Note: Links lead to the DBLP on the Web.

Bart Goethals

Bart Goethals, Arno Siebes : KDID 2004, Knowledge Discovery in Inductive Databases, Proceedings of the Third International Workshop on Knowledge Discovery inInductive Databases, Pisa, Italy, September 20, 2004, Revised Selected and Invited Papers Springer 2005

Bart Goethals, Eveline Hoekx , Jan Van den Bussche : Mining Tree Queries in a Graph. BNAIC 2005 : 345-346

Bart Goethals, Eveline Hoekx , Jan Van den Bussche : Mining tree queries in a graph. KDD 2005 : 61-69

Toon Calders , Bart Goethals: Quick Inclusion-Exclusion. KDID 2005 : 86-103

Toon Calders , Bart Goethals: Depth-First Non-Derivable Itemset Mining. SDM 2005

Bart Goethals, Juho Muhonen , Hannu Toivonen : Mining Non-Derivable Association Rules. SDM 2005

Bart Goethals: Frequent Set Mining. The Data Mining and Knowledge Discovery Handbook 2005 : 377-397

Floris Geerts , Bart Goethals, Jan Van den Bussche : Tight upper bounds on the number of candidate patterns. ACM Trans. Database Syst. 30 (2): 333-363 (2005)

Bart Goethals, Siegfried Nijssen , Mohammed Javeed Zaki : Open source data mining: workshop report. SIGKDD Explorations 7 (2): 143-144 (2005)

Roberto J. Bayardo Jr. , Bart Goethals, Mohammed Javeed Zaki : FIMI '04, Proceedings of the IEEE ICDM Workshop on Frequent Itemset Mining Implementations, Brighton, UK, November 1, 2004 CEUR-WS.org 2004

Floris Geerts , Bart Goethals, Taneli Mielikäinen : Tiling Databases. Discovery Science 2004 : 278-289

Bart Goethals, Sven Laur , Helger Lipmaa , Taneli Mielikäinen : On Private Scalar Product Computation for Privacy-Preserving Data Mining. ICISC 2004 : 104-120

Francesco Bonchi , Bart Goethals: FP-Bonsai: The Art of Growing and Pruning Small FP-Trees. PAKDD 2004 : 155-160

Bart Goethals: Memory issues in frequent itemset mining. SAC 2004 : 530-534

Bart Goethals, Mohammed Javeed Zaki : Advances in frequent itemset mining implementations: report on FIMI'03. SIGKDD Explorations 6 (1): 109-117 (2004)

Bart Goethals, Mohammed Javeed Zaki : FIMI '03, Frequent Itemset Mining Implementations, Proceedings of the ICDM 2003 Workshop on Frequent Itemset Mining Implementations, 19 December 2003, Melbourne, Florida, USA CEUR-WS.org 2003

Bart Goethals, Mohammed Javeed Zaki : Advances in Frequent Itemset Mining Implementations: Introduction to FIMI03. FIMI 2003

Floris Geerts , Bart Goethals, Taneli Mielikäinen : What You Store is What You Get. KDID 2003 : 60-69

Toon Calders , Bart Goethals: Minimal k -Free Representations of Frequent Sets. PKDD 2003 : 71-82

Toon Calders , Bart Goethals: Mining All Non-derivable Frequent Itemsets. PKDD 2002 : 74-85

Bart Goethals, Jan Van den Bussche : Relational Association Rules: Getting WARMeR. Pattern Detection and Discovery 2002 : 125-139

Toon Calders , Bart Goethals: Mining All Non-Derivable Frequent Itemsets CoRR cs.DB/0206004 : (2002)

Bart Goethals, Jan Van den Bussche : Relational Association Rules: getting WARMeR CoRR cs.DB/0206023 : (2002)

Floris Geerts , Bart Goethals, Jan Van den Bussche : A Tight Upper Bound on the Number of Candidate Patterns. ICDM 2001 : 155-162

Floris Geerts , Bart Goethals, Jan Van den Bussche : A Tight Upper Bound on the Number of Candidate Patterns CoRR cs.DB/0112007 : (2001)

Bart Goethals, Jan Van den Bussche : Interactive Constrained Association Rule Mining CoRR cs.DB/0112011 : (2001)

Tom Brijs , Bart Goethals, Gilbert Swinnen , Koen Vanhoof , Geert Wets : A Data Mining Framework for Optimal Product Selection in Retail Supermarket Data: The Generalized PROFSET Model CoRR cs.DB/0112013 : (2001)

Bart Goethals, Jan Van den Bussche : On Supporting Interactive Association Rule Mining. DaWaK 2000 : 307-316

Tom Brijs , Bart Goethals, Gilbert Swinnen , Koen Vanhoof , Geert Wets : A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model. KDD 2000 : 300-304

Bart Goethals, Jan Van den Bussche : A priori versus a posteriori filtering of association rules. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999

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