Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes

MA Ali, M Dumas, F Milani - International Conference on Research …, 2024 - Springer
Predictive process monitoring is an evolving research field that studies how to train and use
predictive models for operational decision-making. One of the problems studied in this field …

Designing a User Interface to Explore Collections of Directly-Follows Graphs for Process Mining Analysis

M Salas-Urbano, C Capitán-Agudo… - … Conference on Business …, 2024 - Springer
Process mining tools use Directly-Follows Graphs (DFGs) as the main means of
visualization for exploring event logs and extracting valuable insights therefrom. Extracting …

[PDF][PDF] A framework to promote process recommendations through organizational practices

T Herrmann, A Nolte - … Conference of the Italian Chapter of …, 2023 - alexandernolte.github.io
Using artificial i ntelligence (AI), p rescriptive p rocess monitoring techniques suggest
interventions to improve the efficiency of business processes and prevent negative case …

[PDF][PDF] Kairos: A Tool for Prescriptive Monitoring of Business Processes.

K Kubrak, L Botchorishvili, F Milani, M Dumas… - ICPM Doctoral …, 2023 - ceur-ws.org
Kairos is a web-based tool that uses prescriptive process monitoring techniques to provide
recommendations for ongoing cases based on execution data (event logs). Upon uploading …