Arno J. Knobbe

77 papers A* 7A 2B 11Misc 2Journal 25Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	EDC: Equation Discovery for Classification. DS Guus Toussaint, Arno J. Knobbe
2025	J	`jnl`	EDC: Equation Discovery for Classification. CoRR Guus Toussaint, Arno J. Knobbe
2025	J	`jnl`	LMFD: Latent Monotonic Feature Discovery. CoRR Guus Toussaint, Arno J. Knobbe
2025	—	`conf`	World Cup of Flags: A Multi-relational Competitive Vexillology Dataset from Twitter. Challenges and Algorithms for Knowledge Discovery from Data Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe
2023	J	`jnl`	Exploiting sensor data in professional road cycling: personalized data-driven approach for frequent fitness monitoring. Data Min. Knowl. Discov. Arie-Willem de Leeuw, Mathieu Heijboer, Tim Verdonck, Arno J. Knobbe, Steven Latré
2023	—	`conf`	LMFD: Latent Monotonic Feature Discovery. PKDD/ECML Workshops (3) Guus Toussaint, Arno J. Knobbe
2022	J	`jnl`	A recurrent neural network architecture to model physical activity energy expenditure in older people. Data Min. Knowl. Discov. Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe
2022	—	`conf`	Athlete Monitoring in Professional Road Cycling Using Similarity Search on Time Series Data. MLSA@PKDD/ECML Arie-Willem de Leeuw, Tobias Oberkofler, Mathieu Heijboer, Arno J. Knobbe
2022	J	`jnl`	Modeling Match Performance in Elite Volleyball Players: Importance of Jump Load and Strength Training Characteristics. Sensors Arie-Willem de Leeuw, Rick van Baar, Arno J. Knobbe, Stephan van der Zwaard
2021	J	`jnl`	Dynamic Time Warping Clustering to Discover Socio-Economic Characteristics in Smart Water Meter Data. CoRR David Bernhard Steffelbauer, E. J. M. Blokker, Steven G. Buchberger, Arno J. Knobbe, Edo Abraham
2021	J	`jnl`	For real: a thorough look at numeric attributes in subgroup discovery. Data Min. Knowl. Discov. Marvin Meeng, Arno J. Knobbe
2020	J	`jnl`	Activity recognition using wearable sensors for tracking the elderly. User Model. User Adapt. Interact. Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon Mooijaart, P. Eline Slagboom, Arno J. Knobbe, Marian Beekman
2020	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I ECML/PKDD (1) Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet
2020	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II ECML/PKDD (2) Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet
2020	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part III ECML/PKDD (3) Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet
2020	J	`jnl`	RNNs on Monitoring Physical Activity Energy Expenditure in Older People. CoRR Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe
2020	B	`conf`	Time Series Regression in Professional Road Cycling. DS Arie-Willem de Leeuw, Mathieu Heijboer, Mathijs Hofmijster, Stephan van der Zwaard, Arno J. Knobbe
2020	J	`jnl`	Uni- and multivariate probability density models for numeric subgroup discovery. Intell. Data Anal. Marvin Meeng, Harm de Vries, Peter A. Flach, Siegfried Nijssen, Arno J. Knobbe
2019	—	`conf`	Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks. EMBC Jeremiah Okai, Stylianos Paraschiakos, Marian Beekman, Arno J. Knobbe, Cláudio Rebelo de Sá
2019	—	`conf`	Exploring Successful Team Tactics in Soccer Tracking Data. PKDD/ECML Workshops (2) Laurentius Antonius Meerhoff, Floris R. Goes, Arie-Willem de Leeuw, Arno J. Knobbe
2019	J	`jnl`	Preference rules for label ranking: Mining patterns in multi-target relations. CoRR Cláudio Rebelo de Sá, Paulo J. Azevedo, Carlos Soares, Alípio Mário Jorge, Arno J. Knobbe
2019	—	`conf`	Tactical Analyses in Professional Tennis. PKDD/ECML Workshops (2) Arie-Willem de Leeuw, Aldo Hoekstra, Laurentius Antonius Meerhoff, Arno J. Knobbe
2018	—	`conf`	ClaRe: Classification and Regression Tool for Multivariate Time Series. ECML/PKDD (3) Ricardo Cachucho, Stylianos Paraschiakos, Kaihua Liu, Benjamin van der Burgh, Arno J. Knobbe
2018	J	`jnl`	Discovering a taste for the unusual: exceptional models for preference mining. Mach. Learn. Cláudio Rebelo de Sá, Wouter Duivesteijn, Paulo J. Azevedo, Alípio Mário Jorge, Carlos Soares, Arno J. Knobbe
2018	J	`jnl`	Effects of Pacing Properties on Performance in Long-Distance Running. Big Data Arie-Willem de Leeuw, Laurentius Antonius Meerhoff, Arno J. Knobbe
2018	J	`jnl`	Preference rules for label ranking: Mining patterns in multi-target relations. Inf. Fusion Cláudio Rebelo de Sá, Paulo J. Azevedo, Carlos Soares, Alípio Mário Jorge, Arno J. Knobbe
2018	J	`jnl`	Smart energy management as a means towards improved energy efficiency. CoRR Dylan te Lindert, Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe
2017	B	`conf`	Biclustering Multivariate Time Series. IDA Ricardo Cachucho, Siegfried Nijssen, Arno J. Knobbe
2017	J	`jnl`	Label Ranking Forests. Expert Syst. J. Knowl. Eng. Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe, Paulo Cortez
2017	J	`jnl`	Sports analytics for professional speed skating. Data Min. Knowl. Discov. Arno J. Knobbe, Jac Orie, Nico Hofman, Benjamin van der Burgh, Ricardo Cachucho
2016	B	`ed.`	Advances in Intelligent Data Analysis XV - 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings IDA Henrik Boström, Arno J. Knobbe, Carlos Soares, Panagiotis Papapetrou
2016	—	`conf`	Bipeline: A Web-Based Visualization Tool for Biclustering of Multivariate Time Series. ECML/PKDD (3) Ricardo Cachucho, Kaihua Liu, Siegfried Nijssen, Arno J. Knobbe
2016	J	`jnl`	Entropy-based discretization methods for ranking data. Inf. Sci. Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe
2016	J	`jnl`	Exceptional Model Mining - Supervised descriptive local pattern mining with complex target concepts. Data Min. Knowl. Discov. Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe
2016	B	`conf`	Exceptional Preferences Mining. DS Cláudio Rebelo de Sá, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe
2016	J	`jnl`	Predefined pattern detection in large time series. Inf. Sci. Shengfa Miao, Ugo Vespier, Ricardo Cachucho, Marvin Meeng, Arno J. Knobbe
2015	J	`jnl`	Cost-based quality measures in subgroup discovery. J. Intell. Inf. Syst. Rob M. Konijn, Wouter Duivesteijn, Marvin Meeng, Arno J. Knobbe
2015	Misc	`conf`	Distance-Based Decision Tree Algorithms for Label Ranking. EPIA Cláudio Rebelo de Sá, Carla Rebelo, Carlos Soares, Arno J. Knobbe
2015	J	`jnl`	Efficient algorithms for finding optimal binary features in numeric and nominal labeled data. Knowl. Inf. Syst. Michael Mampaey, Siegfried Nijssen, Ad Feelders, Rob M. Konijn, Arno J. Knobbe
2015	—	`conf`	Football Player's Performance and Market Value. MLSA@PKDD/ECML Miao He, Ricardo Cachucho, Arno J. Knobbe
2015	—	`ch.`	Record Linkage in Medieval and Early Modern Text. Population Reconstruction Kleanthi Georgala, Benjamin van der Burgh, Marvin Meeng, Arno J. Knobbe
2014	Misc	`conf`	Mining multivariate time series with mixed sampling rates. UbiComp Ricardo Cachucho, Marvin Meeng, Ugo Vespier, Siegfried Nijssen, Arno J. Knobbe
2014	B	`conf`	Parametric Nonlinear Regression Models for Dike Monitoring Systems. IDA Harm de Vries, George Azzopardi, André Koelewijn, Arno J. Knobbe
2014	—	`conf`	ROCsearch - An ROC-Guided Search Strategy for Subgroup Discovery. LWA Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe
2014	A	`conf`	ROCsearch - An ROC-guided Search Strategy for Subgroup Discovery. SDM Marvin Meeng, Wouter Duivesteijn, Arno J. Knobbe
2014	B	`conf`	RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data. IDA Jouke Witteveen, Wouter Duivesteijn, Arno J. Knobbe, Peter Grünwald
2014	J	`jnl`	Subgroup Discovery in Smart Electricity Meter Data. IEEE Trans. Ind. Informatics Nanlin Jin, Peter A. Flach, Tom Wilcox, Royston Sellman, Joshua Thumim, Arno J. Knobbe
2013	—	`conf`	ChartEx: a project to extract information from the content of medieval charters and create a virtual workbench for historians to work with this information. DH Helen Petrie, Sarah Rees Jones, Christopher Power, Roger Evans, Lynne J. Cahill, Arno J. Knobbe, Michael Gervers, Robin Sutherland-Harris, Adam Kosto, Jon Crump
2013	—	`conf`	Cost-Based Quality Measures in Subgroup Discovery. PAKDD Workshops Rob M. Konijn, Wouter Duivesteijn, Marvin Meeng, Arno J. Knobbe
2013	—	`conf`	Discovering Local Subgroups, with an Application to Fraud Detection. PAKDD (1) Rob M. Konijn, Wouter Duivesteijn, Wojtek Kowalczyk, Arno J. Knobbe
2013	A	`conf`	Mining characteristic multi-scale motifs in sensor-based time series. CIKM Ugo Vespier, Siegfried Nijssen, Arno J. Knobbe
2013	B	`conf`	Multi-interval Discretization of Continuous Attributes for Label Ranking. Discovery Science Cláudio Rebelo de Sá, Carlos Soares, Arno J. Knobbe, Paulo J. Azevedo, Alípio Mário Jorge
2012	A*	`conf`	Different slopes for different folks: mining for exceptional regression models with cook's distance. KDD Wouter Duivesteijn, Ad Feelders, Arno J. Knobbe
2012	J	`jnl`	Diverse subgroup set discovery. Data Min. Knowl. Discov. Matthijs van Leeuwen, Arno J. Knobbe
2012	A*	`conf`	Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric and Nominal Data. ICDM Michael Mampaey, Siegfried Nijssen, Ad Feelders, Arno J. Knobbe
2012	—	`conf`	MDL-Based Analysis of Time Series at Multiple Time-Scales. ECML/PKDD (2) Ugo Vespier, Arno J. Knobbe, Siegfried Nijssen, Joaquin Vanschoren
2012	B	`conf`	Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns. IDA Wouter Duivesteijn, Eneldo Loza Mencía, Johannes Fürnkranz, Arno J. Knobbe
2012	—	`conf`	Multilayer Perceptron for Label Ranking. ICANN (2) Geraldina Ribeiro, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe
2011	A*	`conf`	Exploiting False Discoveries - Statistical Validation of Patterns and Quality Measures in Subgroup Discovery. ICDM Wouter Duivesteijn, Arno J. Knobbe
2011	—	`conf`	Non-redundant Subgroup Discovery in Large and Complex Data. ECML/PKDD (3) Matthijs van Leeuwen, Arno J. Knobbe
2011	B	`conf`	Traffic Events Modeling for Structural Health Monitoring. IDA Ugo Vespier, Arno J. Knobbe, Joaquin Vanschoren, Shengfa Miao, Arne Koopman, Bas Obladen, Carlos Bosma
2010	J	`jnl`	Guest Editorial: Global modeling using local patterns. Data Min. Knowl. Discov. Johannes Fürnkranz, Arno J. Knobbe
2010	B	`conf`	InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance. IDA Arno J. Knobbe, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Eddy Koenders, Joost N. Kok
2010	A*	`conf`	Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach. ICDM Wouter Duivesteijn, Arno J. Knobbe, Ad Feelders, Matthijs van Leeuwen
2009	A*	`conf`	A multi-relational approach to spatial classification. KDD Richard Frank, Martin Ester, Arno J. Knobbe
2008	—	`conf`	Exceptional Model Mining. ECML/PKDD (2) Dennis Leman, Ad Feelders, Arno J. Knobbe
2006	A*	`conf`	Maximally informative k-itemsets and their efficient discovery. KDD Arno J. Knobbe, Eric K. Y. Ho
2006	—	`conf`	Pattern Teams. PKDD Arno J. Knobbe, Eric K. Y. Ho
2005	—	`book`	Multi-Relational Data Mining Arno J. Knobbe
2005	—	`conf`	Numbers in Multi-relational Data Mining. PKDD Arno J. Knobbe, Eric K. Y. Ho
2002	—	`conf`	Involving Aggregate Functions in Multi-relational Search. PKDD Arno J. Knobbe, Arno Siebes, Bart Marseille
2001	—	`conf`	Propositionalisation and Aggregates. PKDD Arno J. Knobbe, Marc de Haas, Arno Siebes
2000	—	`conf`	Multi-Relational Data Mining, Using UML for ILP. PKDD Arno J. Knobbe, Arno Siebes, Hendrik Blockeel, Danïel van der Wallen
1999	—	`conf`	Experiments with Data Mining in Enterprise Management. Integrated Network Management Arno J. Knobbe, Danïel van der Wallen, Lundy Lewis
1999	—	`conf`	Multi-relational Decision Tree Induction. PKDD Arno J. Knobbe, Arno Siebes, Danïel van der Wallen
1996	—	`conf`	A practical view on data mining. PAKM Arno J. Knobbe, Eelco den Heijer, Ronan Waldron
1996	A*	`conf`	Analysing Binary Associations. KDD Arno J. Knobbe, Pieter W. Adriaans