Comprehensive Process Drift Detection with Visual Analytics

Comprehensive Process Drift Detection with Visual Analytics

15 July 2019

Anton Yeshchenko

Claudio Di Ciccio

Artem Polyvyanyy

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Papers citing "Comprehensive Process Drift Detection with Visual Analytics"

12 / 12 papers shown

Title
Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research Veda C. Storey Wei Thoo Yue J. Leon Zhao Roman Lukyanenko 83 2 0 25 Feb 2025
Machine learning in business process management: A systematic literature review Sven Weinzierl Sandra Zilker Sebastian Dunzer Martin Matzner 82 15 0 26 May 2024
Measuring Rule-based LTLf Process Specifications: A Probabilistic Data-driven Approach Alessio Cecconi Luca Barbaro Claudio Di Ciccio Arik Senderovich 32 0 0 09 May 2023
Clustering Object-Centric Event Logs A. F. Ghahfarokhi Fatemeh Akoochekian F. Zandkarimi Wil M.P. van der Aalst 18 5 0 26 Jul 2022
Gradual Drift Detection in Process Models Using Conformance Metrics Víctor Gallego-Fontenla J. Vidal Manuel Lama AI4TS 17 0 0 22 Jul 2022
A Survey on Concept Drift in Process Mining Denise Maria Vecino Sato Sheila Cristiana de Freitas J. P. Barddal E. Scalabrin 46 72 0 03 Dec 2021
A Framework for Explainable Concept Drift Detection in Process Mining Jan Niklas Adams S. V. Zelst Lara Quack Kathrin Hausmann Wil M.P. van der Aalst Thomas Rose 38 24 0 27 May 2021
Process Model Forecasting Using Time Series Analysis of Event Sequence Data Johannes De Smedt Anton Yeshchenko Artem Polyvyanyy Jochen De Weerdt Jan Mendling AI4TS 53 5 0 03 May 2021
Visual Drift Detection for Sequence Data Analysis of Business Processes Anton Yeshchenko Claudio Di Ciccio Jan Mendling Artem Polyvyanyy AI4TS 16 19 0 17 Nov 2020
CONDA-PM -- A Systematic Review and Framework for Concept Drift Analysis in Process Mining G. El-khawaga Mervat Abu-Elkheir S. Barakat A. Riad M. Reichert 55 12 0 08 Sep 2020
Handling Concept Drift for Predictions in Business Process Mining Lucas Baier J. Reimold Niklas Kühl AI4TS 58 16 0 12 May 2020
A Conformance Checking-based Approach for Drift Detection in Business Processes Víctor Gallego-Fontenla J. Vidal Manuel Lama 22 3 0 09 Jul 2019