Toon Calders

BMC Medical Informatics Decis. Mak., 2022

RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound Propagation.

[BibT_eX]

[DOI]

Sam Pinxteren

Marco Favier

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Text Style Transfer for Bias Mitigation using Masked Language Modeling.

[BibT_eX]

[DOI]

Ewoenam Kwaku Tokpo

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Introduction to The Special Section on Bias and Fairness in AI.

[BibT_eX]

[DOI]

SIGKDD Explor., 2021

Roman Urdu toxic comment classification.

[BibT_eX]

[DOI]

Hafiz Hassaan Saeed

Muhammad Haseeb Ashraf

Asim Karim

Lang. Resour. Evaluation, 2021

Distributed mining of convoys in large scale datasets.

[BibT_eX]

[DOI]

GeoInformatica, 2021

Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models.

[BibT_eX]

[DOI]

CoRR, 2021

Efficient Permutation Testing for Significant Sequential Patterns.

[BibT_eX]

[DOI]

Sam Pinxteren

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Learning a Fair Distance Function for Situation Testing.

[BibT_eX]

[DOI]

Daphne Lenders

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Incremental Predictive Process Monitoring: The Next Activity Case.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 19th International Conference, 2021

Finding Geo-Social Cohorts in Location-Based Social Networks.

[BibT_eX]

[DOI]

Panagiotis Karras

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

2020

Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering Schema Matching.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Bayesian Network Based Predictions of Business Processes.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Forum, 2020

2019

k/2-hop: Fast Mining of Convoy Patterns With Effective Pruning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Effective and efficient location influence mining in location-based social networks.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2019

An anomaly detection technique for business processes based on extended dynamic bayesian networks.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Keeping the Data Lake in Form: DS-kNN Datasets Categorization Using Proximity Mining.

[BibT_eX]

[DOI]

Proceedings of the Model and Data Engineering - 9th International Conference, 2019

Efficient and Accurate Non-exhaustive Pattern-Based Change Detection in Dynamic Networks.

[BibT_eX]

[DOI]

Angelo Impedovo

Michelangelo Ceci

Proceedings of the Discovery Science - 22nd International Conference, 2019

ACD2: A Tool to Interactively Explore Business Process Logs.

[BibT_eX]

[DOI]

Proceedings of the Dissertation Award, 2019

2018

2SCENT: An Efficient Algorithm to Enumerate All Simple Temporal Cycles.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

A novel hierarchical-based framework for upper bound computation of graph edit distance.

[BibT_eX]

[DOI]

Karam Gouda

Mona Arafa

Pattern Recognit., 2018

Introduction to the special issue on discovery science.

[BibT_eX]

[DOI]

Michelangelo Ceci

Mach. Learn., 2018

Detecting and Explaining Drifts in Yearly Grant Applications.

[BibT_eX]

[DOI]

CoRR, 2018

Extending Dynamic Bayesian Networks for Anomaly Detection in Complex Logs.

[BibT_eX]

[DOI]

CoRR, 2018

Predicting Visitors Using Location-Based Social Networks.

[BibT_eX]

[DOI]

Felipe Soares Da Costa

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

2017

Risk detection and prediction from indoor tracking data.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2017

Location Influence in Location-based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

DS-Prox: Dataset Proximity Mining for Governing the Data Lake.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

Activity-Driven Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

Xike Xie

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Finding simple temporal cycles in an interaction network.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

Information Propagation in Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

Three Big Data Tools for a Data Scientist's Toolbox.

[BibT_eX]

[DOI]

Proceedings of the Business Intelligence and Big Data - 7th European Summer School, 2017

IMaxer: A Unified System for Evaluating Influence Maximization in Location-based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Cost Model for Pregel on GraphX.

[BibT_eX]

[DOI]

Alberto Abelló

Proceedings of the Advances in Databases and Information Systems, 2017

2016

PROMETHEE is Not Quadratic: An O(qn log(n)) Algorithm.

[BibT_eX]

[DOI]

Dimitri Van Assche

CoRR, 2016

BFST_ED: A Novel Upper Bound Computation Framework for the Graph Edit Distance.

[BibT_eX]

[DOI]

Karam Gouda

Mona Arafa

Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

Distributed Convoy Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Online Risk Prediction for Indoor Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Towards Information Profiling: Data Lake Content Metadata Management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Fairness-Aware Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

H-WorD: Supporting Job Scheduling in Hadoop with Workload-Driven Data Redistribution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases and Information Systems, 2016

2015

On measuring similarity for sequences of itemsets.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Effects of Evolutionary Linguistics in Text Classification.

[BibT_eX]

[DOI]

Alejandro Montes García

Jianpeng Zhang

Proceedings of the Statistical Language and Speech Processing, 2015

Who Are My Ancestors? Retrieving Family Relationships from Historical Texts.

[BibT_eX]

[DOI]

Alejandro Montes García

Alfredo Bolt Iriondo

Proceedings of the Information Retrieval, 2015

HiDER: Query-Driven Entity Resolution for Historical Data.

[BibT_eX]

[DOI]

Bijan Ranjbar Sahraei

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Maintaining Sliding-Window Neighborhood Profiles in Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Mining Risk Factors in RFID Baggage Tracking Data.

[BibT_eX]

[DOI]

Tanvir Ahmed

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Towards distributed convoy pattern mining.

[BibT_eX]

[DOI]

Thomas Devogele

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Classification of Historical Notary Acts with Noisy Labels.

[BibT_eX]

[DOI]

Alejandro Montes García

Proceedings of the Advances in Information Retrieval, 2015

Multi-Source Entity Resolution for Genealogical Data.

[BibT_eX]

[DOI]

Bijan Ranjbar Sahraei

Proceedings of the Population Reconstruction, 2015

2014

Finding Robust Itemsets under Subsampling.

[BibT_eX]

[DOI]

Nikolaj Tatti

Fabian Moerchen

ACM Trans. Database Syst., 2014

Mining Compressing Sequential Patterns.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2014

Guest Editors' introduction: special issue of the ECML/PKDD 2014 journal track.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Mining frequent itemsets in a stream.

[BibT_eX]

[DOI]

Inf. Syst., 2014

A Hybrid Disambiguation Measure for Inaccurate Cultural Heritage Data.

[BibT_eX]

[DOI]

Bijan Ranjbar Sahraei

Proceedings of the 8th Workshop on Language Technology for Cultural Heritage, 2014

2013

Introducing Positive Discrimination in Predictive Models.

[BibT_eX]

[DOI]

Sicco Verwer

Proceedings of the Discrimination and Privacy in the Information Society, 2013

Techniques for Discrimination-Free Predictive Models.

[BibT_eX]

[DOI]

Proceedings of the Discrimination and Privacy in the Information Society, 2013

The Way Forward.

[BibT_eX]

[DOI]

Proceedings of the Discrimination and Privacy in the Information Society, 2013

Why Unbiased Computational Processes Can Lead to Discriminative Decision Procedures.

[BibT_eX]

[DOI]

Indre Zliobaite

Proceedings of the Discrimination and Privacy in the Information Society, 2013

What Is Data Mining and How Does It Work?

[BibT_eX]

[DOI]

Bart Custers

Proceedings of the Discrimination and Privacy in the Information Society, 2013

Quantifying explainable discrimination and removing illegal discrimination in automated decision making.

[BibT_eX]

[DOI]

Indre Zliobaite

Knowl. Inf. Syst., 2013

Discovering temporal hidden contexts in web sessions for user trail prediction.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Zips: mining compressing sequential patterns in streams.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

Predicting Current User Intent with Contextual Markov Models.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Controlling Attribute Effect in Linear Regression.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Vers une mesure de similarité pour les séquences complexes.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Introduction to Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Business Intelligence - Third European Summer School, 2013

2012

An inductive database system based on virtual mining views.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

Recent Developments in Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory - 23rd International Conference, 2012

2011

Introduction to the special section on educational data mining.

[BibT_eX]

[DOI]

SIGKDD Explor., 2011

Data preprocessing techniques for classification without discrimination.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

All normalized anti-monotonic overlap graph measures are bounded.

[BibT_eX]

[DOI]

Jan Ramon

Dries Van Dyck

Data Min. Knowl. Discov., 2011

Online Discovery of Top-k Similar Motifs in Time Series Data.

[BibT_eX]

[DOI]

Hoang Thanh Lam

Ninh Pham

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Handling Conditional Discrimination.

[BibT_eX]

[DOI]

Indre Zliobaite

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Three naive Bayes approaches for discrimination-free classification.

[BibT_eX]

[DOI]

Sicco Verwer

Data Min. Knowl. Discov., 2010

Efficient Pattern Mining of Uncertain Data with Sampling.

[BibT_eX]

[DOI]

Calin Garboni

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Mining top-k frequent items in a data stream with flexible sliding windows.

[BibT_eX]

[DOI]

Hoang Thanh Lam

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Discrimination Aware Decision Tree Learning.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Approximation of Frequentness Probability of Itemsets in Uncertain Data.

[BibT_eX]

[DOI]

Calin Garboni

Proceedings of the ICDM 2010, 2010

Inductive Querying with Virtual Mining Views.

[BibT_eX]

[DOI]

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

A Practical Comparative Study Of Data Mining Query Languages.

[BibT_eX]

[DOI]

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009

Using minimum description length for process mining.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Building Classifiers with Independency Constraints.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

2008

Itemset frequency satisfiability: Complexity and axiomatization.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2008

Mining frequent items in a stream using flexible windows.

[BibT_eX]

[DOI]

Intell. Data Anal., 2008

Mining conjunctive sequential patterns.

[BibT_eX]

[DOI]

Chedy Raïssi

Pascal Poncelet

Data Min. Knowl. Discov., 2008

An inductive database prototype based on virtual mining views.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Anti-monotonic Overlap-Graph Support Measures.

[BibT_eX]

[DOI]

Jan Ramon

Dries Van Dyck

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Mining Views: Database Views for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Mining the Student Assessment Data: Lessons Drawn from a Small Scale Case Study.

[BibT_eX]

[DOI]

Proceedings of the Educational Data Mining 2008, 2008

2007

A new support measure for items in streams.

[BibT_eX]

[DOI]

Monde des Util. Anal. Données, 2007

Non-derivable itemset mining.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2007

The complexity of satisfying constraints on databases of transactions.

[BibT_eX]

[DOI]

Acta Informatica, 2007

Mining itemsets in the presence of missing values.

[BibT_eX]

[DOI]

Michael Mampaey

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Efficient AUC Optimization for Classification.

[BibT_eX]

[DOI]

Szymon Jaroszewicz

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Mining Frequent Itemsets in a Stream.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Workshop on Educational Data Mining @ ICALT07 (EDM@ICALT07).

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007

2006

Expressive power of an algebra for data mining.

[BibT_eX]

[DOI]

Laks V. S. Lakshmanan

Raymond T. Ng

ACM Trans. Database Syst., 2006

Analyzing workflows implied by instance-dependent access rules.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006

Integrating Pattern Mining in Relational Databases.

[BibT_eX]

[DOI]

Adriana Prado

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Mining rank-correlated sets of numerical attributes.

[BibT_eX]

[DOI]

Szymon Jaroszewicz

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

Depth-First Non-Derivable Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Quick Inclusion-Exclusion.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Inductive Databases, 4th International Workshop, 2005

Applying Webmining Techniques to Execution Traces to Support the Program Comprehension Process.

[BibT_eX]

[DOI]

Proceedings of the 9th European Conference on Software Maintenance and Reengineering (CSMR 2005), 2005

2004

Computational Complexity of Itemset Frequency Satisfiability.

[BibT_eX]

[DOI]

Proceedings of the Twenty-third ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2004

Theoretical Bounds on the Size of Condensed Representations.

[BibT_eX]

[DOI]

Proceedings of the KDID 2004, 2004

A Survey on Condensed Representations for Frequent Sets.

[BibT_eX]

[DOI]

Christophe Rigotti

Jean-François Boulicaut

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Deducing Bounds on the Support of Itemsets.

[BibT_eX]

[DOI]

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003

Axiomatization of frequent itemsets.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2003

Minimal <i>k</i>-Free Representations of Frequent Sets.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

2002

Searching for dependencies at multiple abstraction levels.

[BibT_eX]

[DOI]

Raymond T. Ng

Jef Wijsen

ACM Trans. Database Syst., 2002

Mining All Non-derivable Frequent Itemsets.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

2001

Axiomatization of Frequent Sets.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2001

On Monotone Data Mining Languages.

[BibT_eX]

[DOI]

Jef Wijsen

Proceedings of the Database Programming Languages, 8th International Workshop, 2001

2000

Mining Frequent Binary Expressions.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

1999

Discovering Roll-Up Dependencies.

[BibT_eX]

[DOI]

Jef Wijsen

Raymond T. Ng