Arno J. Knobbe

According to our database, Arno J. Knobbe authored at least 64 papers between 1996 and 2023.

Collaborative distances:

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

2023

Exploiting sensor data in professional road cycling: personalized data-driven approach for frequent fitness monitoring.

Arie-Willem de Leeuw, Mathieu Heijboer, Tim Verdonck, Arno J. Knobbe, Steven Latré

Data Min. Knowl. Discov., May, 2023

2022

Modeling Match Performance in Elite Volleyball Players: Importance of Jump Load and Strength Training Characteristics.

Arie-Willem de Leeuw, Rick van Baar, Arno J. Knobbe, Stephan van der Zwaard

Sensors, 2022

A recurrent neural network architecture to model physical activity energy expenditure in older people.

Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe

Data Min. Knowl. Discov., 2022

Athlete Monitoring in Professional Road Cycling Using Similarity Search on Time Series Data.

Arie-Willem de Leeuw, Tobias Oberkofler, Mathieu Heijboer, Arno J. Knobbe

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2022

2021

For real: a thorough look at numeric attributes in subgroup discovery.

Marvin Meeng, Arno J. Knobbe

Data Min. Knowl. Discov., 2021

Dynamic Time Warping Clustering to Discover Socio-Economic Characteristics in Smart Water Meter Data.

David Bernhard Steffelbauer, E. J. M. Blokker, Steven G. Buchberger, Arno J. Knobbe, Edo Abraham

CoRR, 2021

2020

Activity recognition using wearable sensors for tracking the elderly.

Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon Mooijaart, P. Eline Slagboom, Arno J. Knobbe, Marian Beekman

User Model. User Adapt. Interact., 2020

Uni- and multivariate probability density models for numeric subgroup discovery.

Marvin Meeng, Harm de Vries, Peter A. Flach, Siegfried Nijssen, Arno J. Knobbe

Intell. Data Anal., 2020

RNNs on Monitoring Physical Activity Energy Expenditure in Older People.

Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe

CoRR, 2020

Time Series Regression in Professional Road Cycling.

Arie-Willem de Leeuw, Mathieu Heijboer, Mathijs Hofmijster, Stephan van der Zwaard, Arno J. Knobbe

Proceedings of the Discovery Science - 23rd International Conference, 2020

2019

Exploring Successful Team Tactics in Soccer Tracking Data.

Laurentius Antonius Meerhoff, Floris R. Goes, Arie-Willem de Leeuw, Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Tactical Analyses in Professional Tennis.

Arie-Willem de Leeuw, Aldo Hoekstra, Laurentius Antonius Meerhoff, Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks.

Jeremiah Okai, Stylianos Paraschiakos, Marian Beekman, Arno J. Knobbe, Cláudio Rebelo de Sá

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Discovering a taste for the unusual: exceptional models for preference mining.

Cláudio Rebelo de Sá, Wouter Duivesteijn, Paulo J. Azevedo, Alípio Mário Jorge, Carlos Soares, Arno J. Knobbe

Mach. Learn., 2018

Preference rules for label ranking: Mining patterns in multi-target relations.

Cláudio Rebelo de Sá, Paulo J. Azevedo, Carlos Soares, Alípio Mário Jorge, Arno J. Knobbe

Inf. Fusion, 2018

Smart energy management as a means towards improved energy efficiency.

Dylan te Lindert, Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe

CoRR, 2018

Effects of Pacing Properties on Performance in Long-Distance Running.

Arie-Willem de Leeuw, Laurentius Antonius Meerhoff, Arno J. Knobbe

Big Data, 2018

ClaRe: Classification and Regression Tool for Multivariate Time Series.

Ricardo Cachucho, Stylianos Paraschiakos, Kaihua Liu, Benjamin van der Burgh, Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

Label Ranking Forests.

Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe, Paulo Cortez

Expert Syst. J. Knowl. Eng., 2017

Sports analytics for professional speed skating.

Arno J. Knobbe, Jac Orie, Nico Hofman, Benjamin van der Burgh, Ricardo Cachucho

Data Min. Knowl. Discov., 2017

Biclustering Multivariate Time Series.

Ricardo Cachucho, Siegfried Nijssen, Arno J. Knobbe

Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

2016

Entropy-based discretization methods for ranking data.

Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe

Inf. Sci., 2016

Predefined pattern detection in large time series.

Shengfa Miao, Ugo Vespier, Ricardo Cachucho, Marvin Meeng, Arno J. Knobbe

Inf. Sci., 2016

Exceptional Model Mining - Supervised descriptive local pattern mining with complex target concepts.

Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe

Data Min. Knowl. Discov., 2016

Bipeline: A Web-Based Visualization Tool for Biclustering of Multivariate Time Series.

Ricardo Cachucho, Kaihua Liu, Siegfried Nijssen, Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Exceptional Preferences Mining.

Cláudio Rebelo de Sá, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

Efficient algorithms for finding optimal binary features in numeric and nominal labeled data.

Michael Mampaey, Siegfried Nijssen, Ad Feelders, Rob M. Konijn, Arno J. Knobbe

Knowl. Inf. Syst., 2015

Cost-based quality measures in subgroup discovery.

Rob M. Konijn, Wouter Duivesteijn, Marvin Meeng, Arno J. Knobbe

J. Intell. Inf. Syst., 2015

Football Player's Performance and Market Value.

Miao He, Ricardo Cachucho, Arno J. Knobbe

Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2015 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), 2015

Distance-Based Decision Tree Algorithms for Label Ranking.

Cláudio Rebelo de Sá, Carla Rebelo, Carlos Soares, Arno J. Knobbe

Proceedings of the Progress in Artificial Intelligence, 2015

Record Linkage in Medieval and Early Modern Text.

Kleanthi Georgala, Benjamin van der Burgh, Marvin Meeng, Arno J. Knobbe

Proceedings of the Population Reconstruction, 2015

2014

Subgroup Discovery in Smart Electricity Meter Data.

Nanlin Jin, Peter A. Flach, Tom Wilcox, Royston Sellman, Joshua Thumim, Arno J. Knobbe

IEEE Trans. Ind. Informatics, 2014

ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery.

Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe

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

RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data.

Jouke Witteveen, Wouter Duivesteijn, Arno J. Knobbe, Peter Grünwald

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Parametric Nonlinear Regression Models for Dike Monitoring Systems.

Harm de Vries, George Azzopardi, André Koelewijn, Arno J. Knobbe

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Mining multivariate time series with mixed sampling rates.

Ricardo Cachucho, Marvin Meeng, Ugo Vespier, Siegfried Nijssen, Arno J. Knobbe

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013

Discovering Local Subgroups, with an Application to Fraud Detection.

Rob M. Konijn, Wouter Duivesteijn, Wojtek Kowalczyk, Arno J. Knobbe

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Multi-interval Discretization of Continuous Attributes for Label Ranking.

Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe, Paulo J. Azevedo, Alípio Mário Jorge

Proceedings of the Discovery Science - 16th International Conference, 2013

ChartEx: a project to extract information from the content of medieval charters and create a virtual workbench for historians to work with this information.

Helen Petrie, Sarah Rees Jones, Christopher Power, Roger Evans, Lynne J. Cahill, Arno J. Knobbe, Michael Gervers, Robin Sutherland-Harris, Adam Kosto, Jon Crump

Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

Mining characteristic multi-scale motifs in sensor-based time series.

Ugo Vespier, Siegfried Nijssen, Arno J. Knobbe

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Diverse subgroup set discovery.

Matthijs van Leeuwen, Arno J. Knobbe

Data Min. Knowl. Discov., 2012

MDL-Based Analysis of Time Series at Multiple Time-Scales.

Ugo Vespier, Arno J. Knobbe, Siegfried Nijssen, Joaquin Vanschoren

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

Different slopes for different folks: mining for exceptional regression models with cook's distance.

Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns.

Wouter Duivesteijn, Eneldo Loza Mencía, Johannes Fürnkranz, Arno J. Knobbe

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

Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric and Nominal Data.

Michael Mampaey, Siegfried Nijssen, Ad Feelders, Arno J. Knobbe

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Multilayer Perceptron for Label Ranking.

Geraldina Ribeiro, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Non-redundant Subgroup Discovery in Large and Complex Data.

Matthijs van Leeuwen, Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Traffic Events Modeling for Structural Health Monitoring.

Ugo Vespier, Arno J. Knobbe, Joaquin Vanschoren, Shengfa Miao, Arne Koopman, Bas Obladen, Carlos Bosma

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

Exploiting False Discoveries - Statistical Validation of Patterns and Quality Measures in Subgroup Discovery.

Wouter Duivesteijn, Arno J. Knobbe

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

2010

Guest Editorial: Global modeling using local patterns.

Johannes Fürnkranz, Arno J. Knobbe

Data Min. Knowl. Discov., 2010

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

Arno J. Knobbe, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Eddy Koenders, Joost N. Kok

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

Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach.

Wouter Duivesteijn, Arno J. Knobbe, Ad Feelders, Matthijs van Leeuwen

Proceedings of the ICDM 2010, 2010

2009

A multi-relational approach to spatial classification.

Richard Frank, Martin Ester, Arno J. Knobbe

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

2008

Exceptional Model Mining.

Dennis Leman, Ad Feelders, Arno J. Knobbe

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

2006

Pattern Teams.

Arno J. Knobbe, Eric K. Y. Ho

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

Maximally informative k-itemsets and their efficient discovery.

Arno J. Knobbe, Eric K. Y. Ho

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

2005

Numbers in Multi-relational Data Mining.

Arno J. Knobbe, Eric K. Y. Ho

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

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

2001

Propositionalisation and Aggregates.

Arno J. Knobbe, Marc de Haas, Arno Siebes

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

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

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

Experiments with Data Mining in Enterprise Management.

Arno J. Knobbe, Danïel van der Wallen, Lundy Lewis

Proceedings of the 1999 IEEE/IFIP International Symposium on Integrated Network Management, 1999

1996

A practical view on data mining.

Arno J. Knobbe, Eelco den Heijer, Ronan Waldron

Proceedings of the First International Conference on Practical Aspects of Knowledge Management, 1996

Analysing Binary Associations.

Arno J. Knobbe, Pieter W. Adriaans

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996