Arno Siebes

According to our database, Arno Siebes authored at least 79 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Using Chao's Estimator as a Stopping Criterion for Technology-Assisted Review.

Michiel P. Bron, Peter G. M. van der Heijden, A. J. Feelders, Arno P. J. M. Siebes

CoRR, 2024

2023

TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start.

Jie Shi, Arno P. J. M. Siebes, Siamak Mehrkanoon

CoRR, 2023

2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.

Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani

Ethics Inf. Technol., 2021

Widening: using parallel resources to improve model quality.

Michael R. Berthold, Alexander Fillbrunn, Arno Siebes

Data Min. Knowl. Discov., 2021

2020

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.

Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani

CoRR, 2020

2018

Data science as a language: challenges for computer science - a position paper.

Arno Siebes

Int. J. Data Sci. Anal., 2018

2017

Imprecise continuous-time Markov chains.

Thomas E. Krak, Jasper De Bock, Arno Siebes

Int. J. Approx. Reason., 2017

Efficiently Discovering Unexpected Pattern-Co-Occurrences.

Roel Bertens, Jilles Vreeken, Arno Siebes

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains.

Thomas E. Krak, Jasper De Bock, Arno Siebes

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

2016

Keeping it Short and Simple: Summarising Complex Event Sequences with Multivariate Patterns.

Roel Bertens, Jilles Vreeken, Arno Siebes

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sharing Data with Guaranteed Privacy.

Arno Siebes

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015

Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences.

Roel Bertens, Jilles Vreeken, Arno Siebes

CoRR, 2015

2014

Characterising Seismic Data.

Roel Bertens, Arno Siebes

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

MDL in Pattern Mining A Brief Introduction to Krimp.

Arno Siebes

Proceedings of the Formal Concept Analysis - 12th International Conference, 2014

2012

Smoothing Categorical Data.

Arno Siebes, René Kersten

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Queries for Data Analysis.

Arno Siebes

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

2011

Krimp: mining itemsets that compress.

Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes

Data Min. Knowl. Discov., 2011

A Structure Function for Transaction Data.

Arno Siebes, René Kersten

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

2010

Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences.

Tudor Toma, Robert-Jan Bosman, Arno Siebes, Niels Peek, Ameen Abu-Hanna

J. Biomed. Informatics, 2010

Frequent Episode Mining to Support Pattern Analysis in Developmental Biology.

Ronnie Bathoorn, Monique C. M. Welten, Michael Richardson, Arno Siebes, Fons J. Verbeek

Proceedings of the Pattern Recognition in Bioinformatics, 2010

Patterns on Queries.

Arno Siebes, Diyah Puspitaningrum

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

2009

Identifying the components.

Matthijs van Leeuwen, Jilles Vreeken, Arno Siebes

Data Min. Knowl. Discov., 2009

Low-Entropy Set Selection.

Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, Heikki Mannila

Proceedings of the SIAM International Conference on Data Mining, 2009

Mining Databases to Mine Queries Faster.

Arno Siebes, Diyah Puspitaningrum

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Characteristic relational patterns.

Arne Koopman, Arno Siebes

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Compressing tags to find interesting media groups.

Matthijs van Leeuwen, Francesco Bonchi, Börkur Sigurbjörnsson, Arno Siebes

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Discovering Relational Items Sets Efficiently.

Arne Koopman, Arno Siebes

Proceedings of the SIAM International Conference on Data Mining, 2008

StreamKrimp: Detecting Change in Data Streams.

Matthijs van Leeuwen, Arno Siebes

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Filling in the Blanks - Krimp Minimisation for Missing Data.

Jilles Vreeken, Arno Siebes

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

2007

Characterising the difference.

Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Preserving Privacy through Data Generation.

Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes

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

Understanding Discrete Classifiers with a Case Study in Gene Prediction.

Muhammad Subianto, Arno Siebes

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

Finding Composite Episodes.

Ronnie Bathoorn, Arno Siebes

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

07181 Abstracts Collection -- Parallel Universes and Local Patterns .

Michael R. Berthold, Katharina Morik, Arno Siebes

Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

07181 Introduction -- Parallel Universes and Local Patterns .

Michael R. Berthold, Katharina Morik, Arno Siebes

Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006

Introduction.

Joost N. Kok, José María Peña Sánchez, Arno Siebes

Intell. Data Anal., 2006

Combination of text-mining algorithms increases the performance.

Rainer Malik, Lude Franke, Arno Siebes

Bioinform., 2006

Item Sets that Compress.

Arno Siebes, Jilles Vreeken, Matthijs van Leeuwen

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Compression Picks Item Sets That Matter.

Matthijs van Leeuwen, Jilles Vreeken, Arno Siebes

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

Reducing the Frequent Pattern Set.

Ronnie Bathoorn, Arne Koopman, Arno Siebes

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Data Mining in Inductive Databases.

Arno Siebes

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

Instability of Classifiers on Categorical Data.

Arno Siebes, Muhammad Subianto, A. J. Feelders

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

CONAN: An Integrative System for Biomedical Literature Mining.

Rainer Malik, Arno Siebes

Proceedings of the Progress in Artificial Intelligence, 2005

2004

Discovery of Regulatory Connections in Microarray Data.

Michael Egmont-Petersen, Wim de Jonge, Arno Siebes

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Constructing (Almost) Phylogenetic Trees from Developmental Sequences Data.

Ronnie Bathoorn, Arno Siebes

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

04161 Abstracts Collection - Detecting Local Patterns.

Jean-François Boulicaut, Katharina Morik, Arno Siebes

Proceedings of the Detecting Local Patterns, 12.04. - 16.04.2004, 2004

2002

Involving Aggregate Functions in Multi-relational Search.

Arno J. Knobbe, Arno Siebes, Bart Marseille

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

Complex Data: Mining Using Patterns.

Arno Siebes, Zbigniew R. Struzik

Proceedings of the Pattern Detection and Discovery, 2002

2001

Propositionalisation and Aggregates.

Arno J. Knobbe, Marc de Haas, Arno Siebes

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

MAMBO: Discovering Association Rules Based on Conditional Independencies.

Robert Castelo, A. J. Feelders, Arno Siebes

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

2000

Priors on network structures. Biasing the search for Bayesian networks.

Robert Castelo, Arno Siebes

Int. J. Approx. Reason., 2000

Data Mining: Methods for Knowledge Discovery, by Krzystof Cios, Witold Pedrycz, and Roman Swiniarski, Kluwer, 1998.

Arno Siebes

Artif. Intell. Medicine, 2000

BioInformatics: Databases + Data Mining (abstract).

Arno Siebes

Proceedings of the SOFSEM 2000: Theory and Practice of Informatics, 27th Conference on Current Trends in Theory and Practice of Informatics, Milovy, Czech Republic, November 25, 2000

Multi-Relational Data Mining, Using UML for ILP.

Arno J. Knobbe, Arno Siebes, Hendrik Blockeel, Danïel van der Wallen

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Visualizing association rules with interactive mosaic plots.

Heike Hofmann, Arno Siebes, Adalbert F. X. Wilhelm

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Data Mining and Statistics.

Arno Siebes

Proceedings of the Computational Intelligence in Data Mining, 2000

1999

The Haar Wavelet Transform in the Time Series Similarity Paradigm.

Zbigniew R. Struzik, Arno Siebes

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Multi-relational Decision Tree Induction.

Arno J. Knobbe, Arno Siebes, Danïel van der Wallen

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Measuring Time Series' Similarity through Large Singular Features Revealed with Wavelet Transformation.

Zbigniew R. Struzik, Arno Siebes

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1998

Wavelet Transform in Similarity Paradigm.

Zbigniew R. Struzik, Arno Siebes

Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1997

DEGAS: A Database of Autonomous Objects.

Johan van den Akker, Arno Siebes

Inf. Syst., 1997

KESO: Minimizing Database Interaction.

Arno Siebes, Martin L. Kersten

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Query Optimization to Support Data Mining.

Sunil Choenni, Arno Siebes

Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

Enriching Active Databases with Agent Technology.

Johan van den Akker, Arno Siebes

Proceedings of the Cooperative Information Agents, First International Workshop, 1997

Research and Business Challenges in Data Mining Technology.

Martin L. Kersten, Arno Siebes, Marcel Holsheimer, Fred Kwakkel

Proceedings of the Datenbanksysteme in Büro, 1997

1996

Data Mining and the KESO Project.

Arno Siebes

Proceedings of the SOFSEM '96: Theory and Practice of Informatics, 1996

Data Mining: What it is and how it is done.

Arno Siebes

Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

Deductive Databases: Challenges, Opportunities and Future Directions (Panel Discussion).

Arno Siebes, Shalom Tsur, Jeffrey D. Ullman, Laurent Vieille, Carlo Zaniolo

Proceedings of the Logic in Databases, 1996

Object Histories as a Foundation for an Active OODB.

Johan van den Akker, Arno Siebes

Proceedings of the Seventh International Workshop on Database and Expert Systems Applications, 1996

DEGAS: Capturing Dynamics in Objects.

Johan van den Akker, Arno Siebes

Proceedings of the Advances Information System Engineering, 8th International Conference, 1996

1995

Guiding Schema Integration by Behavioural Information.

Christiaan Thieme, Arno Siebes

Inf. Syst., 1995

Data Surveying: Foundations of an Inductive Query Language.

Arno Siebes

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

1994

Homogeneous Discoveries Contain No Surprises: Inferring Risk Profiles from Large Databases.

Arno Siebes

Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

An Approach to Schema Integratioin Based on Transformations and Behaviour

Christiaan Thieme, Arno Siebes

Proceedings of the Advanced Information Systems Engineering, 1994

1993

Enforcing Confluence of Rule Execution.

Leonie van der Voort, Arno Siebes

Proceedings of the Rules in Database Systems. Proceedings of the 1st International Workshop on Rules in Database Systems, Edinburgh, Scotland, 30 August, 1993

Termination and Confluence of Rule Execution.

Leonie van der Voort, Arno Siebes

Proceedings of the CIKM 93, 1993

Schema Integration in Object-Oriented Databases

Christiaan Thieme, Arno Siebes

Proceedings of the Advanced Information Systems Engineering, 1993

1992

Towards a design theory for Database triggers.

Arno Siebes, M. H. van der Voort, Martin L. Kersten

Proceedings of the International Conference on Database and Expert Systems Applications, 1992

1987

Using Design Axioms and Topology to Model Database Semantics.

Arno Siebes, Martin L. Kersten

Proceedings of the VLDB'87, 1987