Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction

Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction

17 February 2025

Francesco Vitale

Nicola Mazzocca

Papers citing "Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction"

12 / 12 papers shown

Title
Trace Encoding in Process Mining: a survey and benchmarking Sylvio Barbon Junior Paolo Ceravolo R. Oyamada G. Tavares AI4TS 64 20 0 05 Jan 2023
A Survey on Explainable Anomaly Detection Zhong Li Yuxuan Zhu M. Leeuwen 79 75 0 13 Oct 2022
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study Elisabetta Benevento Marco Pegoraro Mattia Antoniazzi Harry H. Beyel Viki Peeva P. Balfanz Wil M.P. van der Aalst L. Martin G. Marx 15 6 0 22 Sep 2022
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels Yue Zhao Guoqing Zheng Subhabrata Mukherjee R. McCann Ahmed Hassan Awadallah NoLa 38 25 0 24 Aug 2022
Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection Yingjie Zhou Xuchen Song Yanru Zhang Fanxing Liu Ce Zhu Lingqiao Liu UQCV 73 103 0 22 May 2021
Recomposition vs. Prediction: A Novel Anomaly Detection for Discrete Events Based On Autoencoder Lun-Pin Yuan Peng Liu Sencun Zhu AI4TS 42 15 0 27 Dec 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 319 10,591 0 17 Feb 2020
DeepAlign: Alignment-based Process Anomaly Correction using Recurrent Neural Networks Timo Nolle Alexander Seeliger Nils Thoma M. Mühlhäuser 22 17 0 29 Nov 2019
Shapley Values of Reconstruction Errors of PCA for Explaining Anomaly Detection Naoya Takeishi FAtt 111 33 0 08 Sep 2019
BINet: Multi-perspective Business Process Anomaly Classification Timo Nolle Stefan Luettgen Alexander Seeliger M. Mühlhäuser AI4TS 41 71 0 08 Feb 2019
Analyzing Business Process Anomalies Using Autoencoders Timo Nolle Stefan Luettgen Alexander Seeliger M. Mühlhäuser 40 87 0 03 Mar 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 863 21,815 0 22 May 2017