Fredrik Milani

According to our database, Fredrik Milani authored at least 42 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes.

Muhammad Awais Ali, Marlon Dumas, Fredrik Milani

CoRR, 2023

A visual approach to support process analysts in working with process improvement opportunities.

Kateryna Kubrak, Fredrik Milani, Alexander Nolte

Bus. Process. Manag. J., 2023

Improving Digital Onboarding Processes for Financial Services - A Multivocal Literature Review.

Tanel Aamer, Fredrik Milani

Balt. J. Mod. Comput., 2023

Persuasive Visual Presentation of Prescriptive Business Processes.

Janna-Liina Leemets, Kateryna Kubrak, Fredrik Milani, Alexander Nolte

Proceedings of the Research Challenges in Information Science: Information Science and the Connected World, 2023

Discovery of Improvement Opportunities in Knock-Out Checks of Business Processes.

Katsiaryna Lashkevich, Lino Moises Mediavilla Ponce, Manuel Camargo, Fredrik Milani, Marlon Dumas

Proceedings of the Research Challenges in Information Science: Information Science and the Connected World, 2023

Digital Technology-Driven Business Process Redesign: A Classification Framework.

Kateryna Kubrak, Fredrik Milani, Juuli Nava

Proceedings of the Research Challenges in Information Science: Information Science and the Connected World, 2023

Kronos: Discovery and Analysis of Waiting Time Causes.

Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas

Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

Kairos: A Tool for Prescriptive Monitoring of Business Processes.

Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Marlon Dumas, Alexander Nolte, Mahmoud Shoush, Zhaosi Qu

Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

Analysis templates for identifying improvement opportunities with process mining.

Katsiaryna Lashkevich, Fredrik Milani, Nadiia Danylyshyn

Proceedings of the 31st European Conference on Information Systems, 2023

Why Am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes.

Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas

Proceedings of the Advanced Information Systems Engineering, 2023

Design and Evaluation of a User Interface Concept for Prescriptive Process Monitoring.

Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas

Proceedings of the Advanced Information Systems Engineering, 2023

2022

Prescriptive process monitoring: <i>Quo vadis</i>?

Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas

PeerJ Comput. Sci., 2022

Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements.

Veronika Plotnikova, Marlon Dumas, Fredrik P. Milani

Data Knowl. Eng., 2022

Process Mining: A Guide for Practitioners.

Fredrik Milani, Katsiaryna Lashkevich, Fabrizio Maria Maggi, Chiara Di Francescomarino

Proceedings of the Research Challenges in Information Science, 2022

Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes.

Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Marlon Dumas

Proceedings of the Research Challenges in Information Science, 2022

Process Mining for Process Improvement - An Evaluation of Analysis Practices.

Kateryna Kubrak, Fredrik Milani, Alexander Nolte

Proceedings of the Research Challenges in Information Science, 2022

2021

Enhancing agile software development in the banking sector - A comprehensive case study at LHV.

Ezequiel Scott, Fredrik Milani, Erki Kilu, Dietmar Pfahl

J. Softw. Evol. Process., 2021

Prescriptive Process Monitoring: Quo Vadis?

Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas

CoRR, 2021

Modelling blockchain-based business processes: a comparative analysis of BPMN vs CMMN.

Fredrik Milani, Luciano García-Bañuelos, Svitlana Filipova, Mariia Markovska

Bus. Process. Manag. J., 2021

Adapting the CRISP-DM Data Mining Process: A Case Study in the Financial Services Domain.

Veronika Plotnikova, Marlon Dumas, Fredrik Milani

Proceedings of the Research Challenges in Information Science, 2021

Utilizing Hackathons to Foster Sustainable Product Innovation - The Case of a Corporate Hackathon Series.

Alar Leemet, Fredrik Milani, Alexander Nolte

Proceedings of the 14th IEEE/ACM International Workshop on Cooperative and Human Aspects of Software Engineering, 2021

2020

Adaptations of data mining methodologies: a systematic literature review.

Veronika Plotnikova, Marlon Dumas, Fredrik Milani

PeerJ Comput. Sci., 2020

A Study of the Agile Coach's Role.

Kadri Daljajev, Ezequiel Scott, Fredrik Milani, Dietmar Pfahl

Proceedings of the Product-Focused Software Process Improvement, 2020

Business Process Redesign Heuristics for Blockchain Solutions.

Fredrik Milani, Luciano García-Bañuelos, Hajo A. Reijers, Lilit Stepanyan

Proceedings of the 24th IEEE International Enterprise Distributed Object Computing Conference, 2020

Blockchain Oracles: A Framework for Blockchain-Based Applications.

Kamran Mammadzada, Mubashar Iqbal, Fredrik Milani, Luciano García-Bañuelos, Raimundas Matulevicius

Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2020

Using Blockchain Technology to Redesign Know-Your-Customer Processes Within the Banking Industry.

Kristin Kamilla Kirss, Fredrik Milani

Proceedings of the Business Process Management Workshops, 2020

Data Science and Empirical Software Engineering.

Ezequiel Scott, Fredrik Milani, Dietmar Pfahl

Proceedings of the Contemporary Empirical Methods in Software Engineering, 2020

2019

Agile Software Process Improvement by Learning from Financial and Fintech Companies: LHV Bank Case Study.

Erki Kilu, Fredrik Milani, Ezequiel Scott, Dietmar Pfahl

Proceedings of the Software Quality: The Complexity and Challenges of Software Engineering and Software Quality in the Cloud, 2019

A User Evaluation of Process Discovery Algorithms in a Software Engineering Company.

Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani

Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019

Data Mining Methodologies in the Banking Domain: A Systematic Literature Review.

Veronika Plotnikova, Marlon Dumas, Fredrik P. Milani

Proceedings of the Perspectives in Business Informatics Research, 2019

Digital Business Analysis

Fredrik Milani

Springer, ISBN: 978-3-030-05718-3, 2019

2018

A User Evaluation of Automated Process Discovery Algorithms.

Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani, Allar Soo, Silva Kasela

CoRR, 2018

Blockchain and Principles of Business Process Re-Engineering for Process Innovation.

Fredrik Milani, Luciano García-Bañuelos

CoRR, 2018

Designing Process Diagrams - A Framework for Making Design Choices When Visualizing Process Mining Outputs.

Marit Sirgmets, Fredrik Milani, Alexander Nolte, Taivo Pungas

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Predictive Process Monitoring Methods: Which One Suits Me Best?

Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani

Proceedings of the Business Process Management - 16th International Conference, 2018

A Comparative Evaluation of Log-Based Process Performance Analysis Techniques.

Fredrik Milani, Fabrizio Maria Maggi

Proceedings of the Business Information Systems - 21st International Conference, 2018

2017

Business Process Variability Modeling: A Survey.

Marcello La Rosa, Wil M. P. van der Aalst, Marlon Dumas, Fredrik Milani

ACM Comput. Surv., 2017

2016

Modelling families of business process variants: A decomposition driven method.

Fredrik Milani, Marlon Dumas, Naved Ahmed, Raimundas Matulevicius

Inf. Syst., 2016

Criteria and Heuristics for Business Process Model Decomposition - Review and Comparative Evaluation.

Fredrik Milani, Marlon Dumas, Raimundas Matulevicius, Naved Ahmed, Silva Kasela

Bus. Inf. Syst. Eng., 2016

2015

Requirement Elicitation Using Business Process Models.

Sander Valvas, Fredrik Milani

Proceedings of the Perspectives in Business Informatics Research, 2015

2013

Decomposition Driven Consolidation of Process Models.

Fredrik Milani, Marlon Dumas, Raimundas Matulevicius

Proceedings of the Advanced Information Systems Engineering, 2013

2012

Identifying and Classifying Variations in Business Processes.

Fredrik Milani, Marlon Dumas, Raimundas Matulevicius

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2012