Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL

• Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery

  2025 Artificial Intelligence in Medicine article Computer Science Data Mining Algorithms and Applications Open access

  0

  citations
• Comparison of Medical Opinions About the Decrease in Autopsies in Mexican Hospitals Using Data Mining

  2024 Electronics article Computer Science Data Mining Algorithms and Applications Open access

  1

  citations
• Regional Bias in Monolingual English Language Models

  2024 Research Square preprint Computer Science Topic Modeling Open access

  0

  citations
• Exceptional Subitizing Patterns: Exploring Mathematical Abilities of Finnish Primary School Children with Piecewise Linear Regression

  2024 Lecture notes in computer science conference-paper Mathematics Cognitive and developmental aspects of mathematical skills

  0

  citations
• A data mining perspective on explainable AIOps with applications to software maintenance

  2023 dissertation Computer Science Software System Performance and Reliability

  0

  citations
• Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU

  2023 Computers in Biology and Medicine article Computer Science Data Mining Algorithms and Applications Open access

  0

  citations
• Discovering Diverse Top-K Characteristic Lists

  2023 Lecture notes in computer science conference-paper Computer Science Data Mining Algorithms and Applications

  5

  citations
• Simple Explanations to Summarise Subgroup Discovery Outcomes: A Case Study Concerning Patient Phenotyping

  2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• Robust subgroup discovery

  2022 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  16

  citations
• The minimum description length principle for pattern mining: a survey

  2022 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  25

  citations
• Exceptional model mining meets multi-objective optimization : Application to plant growth recipes in controlled environments

  2021 dissertation Computer Science Data Mining Algorithms and Applications

  0

  citations
• DISGROU: an algorithm for discontinuous subgroup discovery

  2021 PeerJ Computer Science article Computer Science Data Mining Algorithms and Applications Open access

  1

  citations
• Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL

  2021 Lecture notes in computer science conference-paper Computer Science Data Mining Algorithms and Applications Open access

  13

  citations

13 results

• Modeling by shortest data description

  1978 Automatica article Engineering Control Systems and Identification

  6,085

  citations
• Bayesian t tests for accepting and rejecting the null hypothesis

  2009 Psychonomic Bulletin & Review article Mathematics Statistical Methods and Bayesian Inference Open access

  4,026

  citations
• The Minimum Description Length Principle

  2007 The MIT Press eBooks book Computer Science Computability, Logic, AI Algorithms Open access

  1,689

  citations
• Krimp: mining itemsets that compress

  2010 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  302

  citations
• Subgroup discovery

  2015 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications

  236

  citations
• Diverse subgroup set discovery

  2012 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  123

  citations
• The Bayesian Two-SampletTest

  2005 The American Statistician article Mathematics Statistical Methods and Bayesian Inference

  103

  citations
• Knowledge discovery in databases and data mining

  1996 Lecture notes in computer science conference-paper Computer Science Data Mining Algorithms and Applications

  80

  citations
• Hotel booking demand datasets

  2018 Data in Brief data-paper Business, Management and Accounting Supply Chain and Inventory Management Open access

  80

  citations
• Minimum description length revisited

  2019 International Journal of Mathematics for Industry article Mathematics Statistical Methods and Inference Open access

  60

  citations
• Anytime discovery of a diverse set of patterns with Monte Carlo tree search

  2017 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  56

  citations
• Interpretable multiclass classification by MDL-based rule lists

  2019 Information Sciences article Computer Science Explainable Artificial Intelligence (XAI) Open access

  49

  citations
• Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery

  2017 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  34

  citations
• Maximal exceptions with minimal descriptions

  2010 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  28

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

  2020 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  25

  citations
• FSSD - A Fast and Efficient Algorithm for Subgroup Set Discovery

  2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Data Mining Algorithms and Applications Open access

  25

  citations
• Association Discovery in Two-View Data

  2015 IEEE Transactions on Knowledge and Data Engineering article Computer Science Data Mining Algorithms and Applications Open access

  21

  citations
• Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL

  2021 Lecture notes in computer science conference-paper Computer Science Data Mining Algorithms and Applications Open access

  13

  citations
• Identifying flight delay patterns using diverse subgroup discovery

  2018 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Data Mining Algorithms and Applications

  13

  citations
• Subjectively Interesting Subgroup Discovery on Real-Valued Targets

  2018 Proceedings - International Conference on Data Engineering conference-paper Computer Science Data Mining Algorithms and Applications Open access

  12

  citations