The Minimum Description Length Principle for Pattern Mining: A Survey

28 July 2020

Papers citing "The Minimum Description Length Principle for Pattern Mining: A Survey"

14 / 14 papers shown

Title
Seqret: Mining Rule Sets from Event Sequences Aleena Siji Joscha Cuppers Osman Ali Mian Jilles Vreeken AI4TS 21 0 0 09 May 2025
Conditional Density Estimation with Histogram Trees Lincen Yang Matthijs van Leeuwen 25 0 0 15 Oct 2024
Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability Jiasheng Zhang Jie Shao Rex Ying 29 0 0 01 Aug 2024
Probabilistic Truly Unordered Rule Sets Lincen Yang M. Leeuwen 26 0 0 18 Jan 2024
Data is Moody: Discovering Data Modification Rules from Process Event Logs Marco Bjarne Schuster Boris Wiegand Jilles Vreeken 14 0 0 22 Dec 2023
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping Hana Sebia Thomas Guyet Etienne Audureau 11 1 0 02 Oct 2023
KG-MDL: Mining Graph Patterns in Knowledge Graphs with the MDL Principle Francesco Bariatti Peggy Cellier Sébastien Ferré 14 0 0 22 Sep 2023
MDL-based Compressing Sequential Rules Xinhong Chen Wensheng Gan Shicheng Wan T. Gu 14 1 0 20 Dec 2022
Role-based lateral movement detection with unsupervised learning Brian A. Powell AAML 11 13 0 05 Aug 2021
Robust subgroup discovery Hugo Manuel Proença Peter Grünwald Thomas Bäck M. Leeuwen 16 11 0 25 Mar 2021
Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets Tatiana P. Makhalova S. Kuznetsov A. Napoli 11 7 0 30 Nov 2020
Unsupervised Discretization by Two-dimensional MDL-based Histogram Lincen Yang M. Baratchi Matthijs van Leeuwen 9 5 0 02 Jun 2020
What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Caleb Belth Xinyi Zheng Jilles Vreeken Danai Koutra 23 43 0 23 Mar 2020
Information Theory: A Tutorial Introduction James V. Stone 13 138 0 16 Feb 2018