Arno Siebes

Orcid: 0000-0002-5108-7965

Affiliations:
  • Utrecht University, Netherlands


According to our database1, Arno Siebes authored at least 77 papers between 1987 and 2021.

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Bibliography

2021
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021

Widening: using parallel resources to improve model quality.
Data Min. Knowl. Discov., 2021

2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020

2018
Data science as a language: challenges for computer science - a position paper.
Int. J. Data Sci. Anal., 2018

2017
Imprecise continuous-time Markov chains.
Int. J. Approx. Reason., 2017

Efficiently Discovering Unexpected Pattern-Co-Occurrences.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains.
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.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sharing Data with Guaranteed Privacy.
Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015
Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences.
CoRR, 2015

2014
Characterising Seismic Data.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

MDL in Pattern Mining A Brief Introduction to Krimp.
Proceedings of the Formal Concept Analysis - 12th International Conference, 2014

2012
Smoothing Categorical Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

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

2011
Krimp: mining itemsets that compress.
Data Min. Knowl. Discov., 2011

A Structure Function for Transaction Data.
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.
J. Biomed. Informatics, 2010

Frequent Episode Mining to Support Pattern Analysis in Developmental Biology.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

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

2009
Identifying the components.
Data Min. Knowl. Discov., 2009

Low-Entropy Set Selection.
Proceedings of the SIAM International Conference on Data Mining, 2009

Mining Databases to Mine Queries Faster.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Characteristic relational patterns.
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.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Discovering Relational Items Sets Efficiently.
Proceedings of the SIAM International Conference on Data Mining, 2008

StreamKrimp: Detecting Change in Data Streams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Filling in the Blanks - Krimp Minimisation for Missing Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

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

Preserving Privacy through Data Generation.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Understanding Discrete Classifiers with a Case Study in Gene Prediction.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Finding Composite Episodes.
Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

07181 Abstracts Collection -- Parallel Universes and Local Patterns .
Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

07181 Introduction -- Parallel Universes and Local Patterns .
Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006
Introduction.
Intell. Data Anal., 2006

Combination of text-mining algorithms increases the performance.
Bioinform., 2006

Item Sets that Compress.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Compression Picks Item Sets That Matter.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Reducing the Frequent Pattern Set.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

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

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

CONAN: An Integrative System for Biomedical Literature Mining.
Proceedings of the Progress in Artificial Intelligence, 2005

2004
Discovery of Regulatory Connections in Microarray Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Constructing (Almost) Phylogenetic Trees from Developmental Sequences Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

04161 Abstracts Collection - Detecting Local Patterns.
Proceedings of the Detecting Local Patterns, 12.04. - 16.04.2004, 2004

2002
Involving Aggregate Functions in Multi-relational Search.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Complex Data: Mining Using Patterns.
Proceedings of the Pattern Detection and Discovery, 2002

2001
Propositionalisation and Aggregates.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

MAMBO: Discovering Association Rules Based on Conditional Independencies.
Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

2000
Priors on network structures. Biasing the search for Bayesian networks.
Int. J. Approx. Reason., 2000

Data Mining: Methods for Knowledge Discovery, by Krzystof Cios, Witold Pedrycz, and Roman Swiniarski, Kluwer, 1998.
Artif. Intell. Medicine, 2000

BioInformatics: Databases + Data Mining (abstract).
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.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Visualizing association rules with interactive mosaic plots.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Data Mining and Statistics.
Proceedings of the Computational Intelligence in Data Mining, 2000

1999
The Haar Wavelet Transform in the Time Series Similarity Paradigm.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Multi-relational Decision Tree Induction.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Measuring Time Series' Similarity through Large Singular Features Revealed with Wavelet Transformation.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1998
Wavelet Transform in Similarity Paradigm.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1997
DEGAS: A Database of Autonomous Objects.
Inf. Syst., 1997

KESO: Minimizing Database Interaction.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Query Optimization to Support Data Mining.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

Enriching Active Databases with Agent Technology.
Proceedings of the Cooperative Information Agents, First International Workshop, 1997

Research and Business Challenges in Data Mining Technology.
Proceedings of the Datenbanksysteme in Büro, 1997

1996
Data Mining and the KESO Project.
Proceedings of the SOFSEM '96: Theory and Practice of Informatics, 1996

Data Mining: What it is and how it is done.
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).
Proceedings of the Logic in Databases, 1996

Object Histories as a Foundation for an Active OODB.
Proceedings of the Seventh International Workshop on Database and Expert Systems Applications, 1996

DEGAS: Capturing Dynamics in Objects.
Proceedings of the Advances Information System Engineering, 8th International Conference, 1996

1995
Guiding Schema Integration by Behavioural Information.
Inf. Syst., 1995

Data Surveying: Foundations of an Inductive Query Language.
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.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

An Approach to Schema Integratioin Based on Transformations and Behaviour
Proceedings of the Advanced Information Systems Engineering, 1994

1993
Enforcing Confluence of Rule Execution.
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.
Proceedings of the CIKM 93, 1993

Schema Integration in Object-Oriented Databases
Proceedings of the Advanced Information Systems Engineering, 1993

1992
Towards a design theory for Database triggers.
Proceedings of the International Conference on Database and Expert Systems Applications, 1992

1987
Using Design Axioms and Topology to Model Database Semantics.
Proceedings of the VLDB'87, 1987


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