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ORCIDFredrik Milani
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2020 – today
- 2024
[j12]Fredrik Milani, Kateryna Kubrak
, Juuli Nava:
Strategic redesign of business processes in the digital age: A framework. Data Knowl. Eng. 154: 102367 (2024)- [j11]Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas:
Unveiling the causes of waiting time in business processes from event logs. Inf. Syst. 126: 102434 (2024) - [c32]Mubashar Iqbal, Muhammad Zubair, Sabah Suhail, Faiz Ali Shah, Fredrik Milani:
Blockchain-Driven Secure Auditing of Timber-to-Charcoal Supply Chain. DB&IS 2024: 123-140 - [c31]Katsiaryna Lashkevich, Fredrik Milani, Maksym Avramenko, Marlon Dumas:
Redesigning Business Processes to Reduce Waiting Times Using Large Language Models. BPM (Demos / Resources Forum) 2024: 116-120 - [c30]Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Alexander Nolte, Marlon Dumas:
Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring. BPM 2024: 403-420 - [c29]Katsiaryna Lashkevich, Fredrik Milani, Maksym Avramenko, Marlon Dumas:
LLM-Assisted Optimization of Waiting Time in Business Processes: A Prompting Method. BPM 2024: 474-492 - [c28]Víctor Gallego-Fontenla, Fredrik Milani, Marlon Dumas:
dynamik: A Tool for Performance Drift Detection in Business Processes. ICPM Doctoral Consortium / Demo 2024 - [c27]Muhammad Awais Ali, Marlon Dumas, Fredrik Milani:
Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes. RCIS (1) 2024: 149-165 - 2023
- [j10]Tanel Aamer, Fredrik Milani:
Improving Digital Onboarding Processes for Financial Services - A Multivocal Literature Review. Balt. J. Mod. Comput. 11(4) (2023) - [j9]Kateryna Kubrak, Fredrik Milani, Alexander Nolte:
A visual approach to support process analysts in working with process improvement opportunities. Bus. Process. Manag. J. 29(8): 101-132 (2023) - [c26]Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas:
Why Am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes. CAiSE 2023: 174-190 - [c25]Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas:
Design and Evaluation of a User Interface Concept for Prescriptive Process Monitoring. CAiSE 2023: 347-363 - [c24]Katsiaryna Lashkevich, Fredrik Milani, Nadiia Danylyshyn:
Analysis templates for identifying improvement opportunities with process mining. ECIS 2023 - [c23]Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Marlon Dumas, Alexander Nolte, Mahmoud Shoush, Zhaosi Qu:
Kairos: A Tool for Prescriptive Monitoring of Business Processes. ICPM Doctoral Consortium / Demo 2023 - [c22]Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas:
Kronos: Discovery and Analysis of Waiting Time Causes. ICPM Doctoral Consortium / Demo 2023 - [c21]Kateryna Kubrak, Fredrik Milani, Juuli Nava:
Digital Technology-Driven Business Process Redesign: A Classification Framework. RCIS 2023: 205-221 - [c20]Katsiaryna Lashkevich, Lino Moises Mediavilla Ponce, Manuel Camargo, Fredrik Milani, Marlon Dumas:
Discovery of Improvement Opportunities in Knock-Out Checks of Business Processes. RCIS 2023: 381-397 - [c19]Janna-Liina Leemets, Kateryna Kubrak, Fredrik Milani, Alexander Nolte:
Persuasive Visual Presentation of Prescriptive Business Processes. RCIS 2023: 398-414 - [i8]Muhammad Awais Ali, Marlon Dumas, Fredrik Milani:
Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes. CoRR abs/2312.05560 (2023) - 2022
- [j8]Veronika Plotnikova, Marlon Dumas, Fredrik P. Milani:
Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements. Data Knowl. Eng. 139: 102013 (2022) - [j7]Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas:
Prescriptive process monitoring: Quo vadis? PeerJ Comput. Sci. 8: e1097 (2022) - [c18]Kateryna Kubrak, Fredrik Milani, Alexander Nolte:
Process Mining for Process Improvement - An Evaluation of Analysis Practices. RCIS 2022: 214-230 - [c17]Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Marlon Dumas:
Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes. RCIS 2022: 231-247 - [c16]Fredrik Milani, Katsiaryna Lashkevich, Fabrizio Maria Maggi, Chiara Di Francescomarino:
Process Mining: A Guide for Practitioners. RCIS 2022: 265-282 - [i7]Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas:
Why am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes. CoRR abs/2212.01392 (2022) - 2021
- [j6]Fredrik Milani, Luciano García-Bañuelos, Svitlana Filipova, Mariia Markovska:
Modelling blockchain-based business processes: a comparative analysis of BPMN vs CMMN. Bus. Process. Manag. J. 27(2): 638-657 (2021) - [j5]Ezequiel Scott, Fredrik Milani, Erki Kilu, Dietmar Pfahl:
Enhancing agile software development in the banking sector - A comprehensive case study at LHV. J. Softw. Evol. Process. 33(7) (2021) - [c15]Alar Leemet, Fredrik Milani, Alexander Nolte:
Utilizing Hackathons to Foster Sustainable Product Innovation - The Case of a Corporate Hackathon Series. CHASE@ICSE 2021: 51-60 - [c14]Veronika Plotnikova, Marlon Dumas, Fredrik Milani:
Adapting the CRISP-DM Data Mining Process: A Case Study in the Financial Services Domain. RCIS 2021: 55-71 - [i6]Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas:
Prescriptive Process Monitoring: Quo Vadis? CoRR abs/2112.01769 (2021) - 2020
- [j4]Veronika Plotnikova, Marlon Dumas, Fredrik Milani:
Adaptations of data mining methodologies: a systematic literature review. PeerJ Comput. Sci. 6: e267 (2020) - [c13]Kamran Mammadzada, Mubashar Iqbal, Fredrik Milani, Luciano García-Bañuelos, Raimundas Matulevicius:
Blockchain Oracles: A Framework for Blockchain-Based Applications. BPM (Blockchain and RPA Forum) 2020: 19-34 - [c12]Kristin Kamilla Kirss, Fredrik Milani:
Using Blockchain Technology to Redesign Know-Your-Customer Processes Within the Banking Industry. Business Process Management Workshops 2020: 251-262 - [c11]Fredrik Milani, Luciano García-Bañuelos, Hajo A. Reijers, Lilit Stepanyan:
Business Process Redesign Heuristics for Blockchain Solutions. EDOC 2020: 209-216 - [c10]Kadri Daljajev, Ezequiel Scott, Fredrik Milani, Dietmar Pfahl:
A Study of the Agile Coach's Role. PROFES 2020: 37-52 - [p1]Ezequiel Scott, Fredrik Milani, Dietmar Pfahl:
Data Science and Empirical Software Engineering. Contemporary Empirical Methods in Software Engineering 2020: 217-233
2010 – 2019
- 2019
- [b1]Fredrik Milani:
Digital Business Analysis. Springer 2019, ISBN 978-3-030-05718-3, pp. 1-429 - [c9]Veronika Plotnikova, Marlon Dumas, Fredrik P. Milani:
Data Mining Methodologies in the Banking Domain: A Systematic Literature Review. BIR 2019: 104-118 - [c8]Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani:
A User Evaluation of Process Discovery Algorithms in a Software Engineering Company. EDOC 2019: 142-150 - [c7]Erki Kilu, Fredrik Milani, Ezequiel Scott, Dietmar Pfahl:
Agile Software Process Improvement by Learning from Financial and Fintech Companies: LHV Bank Case Study. SWQD 2019: 57-69 - 2018
- [c6]Fredrik Milani, Fabrizio Maria Maggi:
A Comparative Evaluation of Log-Based Process Performance Analysis Techniques. BIS 2018: 371-383 - [c5]Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani:
Predictive Process Monitoring Methods: Which One Suits Me Best? BPM 2018: 462-479 - [c4]Marit Sirgmets, Fredrik Milani, Alexander Nolte, Taivo Pungas:
Designing Process Diagrams - A Framework for Making Design Choices When Visualizing Process Mining Outputs. OTM Conferences (1) 2018: 463-480 - [i5]Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani:
Predictive Process Monitoring Methods: Which One Suits Me Best? CoRR abs/1804.02422 (2018) - [i4]Fredrik Milani, Fabrizio Maria Maggi:
A Comparative Evaluation of Log-Based Process Performance Analysis Techniques. CoRR abs/1804.03965 (2018) - [i3]Fredrik Milani, Luciano García-Bañuelos:
Blockchain and Principles of Business Process Re-Engineering for Process Innovation. CoRR abs/1806.03054 (2018) - [i2]Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani, Allar Soo, Silva Kasela:
A User Evaluation of Automated Process Discovery Algorithms. CoRR abs/1806.03150 (2018) - 2017
- [j3]Marcello La Rosa, Wil M. P. van der Aalst, Marlon Dumas, Fredrik Milani:
Business Process Variability Modeling: A Survey. ACM Comput. Surv. 50(1): 2:1-2:45 (2017) - 2016
- [j2]Fredrik Milani, Marlon Dumas, Raimundas Matulevicius, Naved Ahmed, Silva Kasela:
Criteria and Heuristics for Business Process Model Decomposition - Review and Comparative Evaluation. Bus. Inf. Syst. Eng. 58(1): 7-17 (2016) - [j1]Fredrik Milani, Marlon Dumas, Naved Ahmed, Raimundas Matulevicius:
Modelling families of business process variants: A decomposition driven method. Inf. Syst. 56: 55-72 (2016) - 2015
- [c3]Sander Valvas, Fredrik Milani:
Requirement Elicitation Using Business Process Models. BIR 2015: 67-81 - 2013
- [c2]Fredrik Milani, Marlon Dumas, Raimundas Matulevicius:
Decomposition Driven Consolidation of Process Models. CAiSE 2013: 193-207 - [i1]Fredrik Milani, Marlon Dumas, Naved Ahmed, Raimundas Matulevicius:
Modelling Families of Business Process Variants: A Decomposition Driven Method. CoRR abs/1311.1322 (2013) - 2012
- [c1]Fredrik Milani, Marlon Dumas, Raimundas Matulevicius:
Identifying and Classifying Variations in Business Processes. BMMDS/EMMSAD 2012: 136-150
Coauthor Index
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last updated on 2024-11-07 20:35 CET by the dblp team
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