Fredrik Milani

61 papers A* 1A 6B 12Misc 1Journal 25Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Agentic Business Process Management Systems. CoRR Marlon Dumas, Fredrik Milani, David Chapela-Campa
2026	J	`jnl`	Supporting Analysts and Managers to Utilize Prescriptive Process Monitoring: A User Interface Design and Evaluation. ACM Trans. Manag. Inf. Syst. Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Lana Botchorishvili, Marlon Dumas, Mahmoud Shoush
2025	J	`jnl`	Data-Driven Identification and Analysis of Waiting Times in Business Processes. Bus. Inf. Syst. Eng. Muhammad Awais Ali, Fredrik Milani, Marlon Dumas
2025	A*	`conf`	Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract). IJCAI Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Alexander Nolte, Marlon Dumas
2025	J	`jnl`	Predicting Case Suffixes With Activity Start and End Times: A Sweep-Line Based Approach. CoRR Muhammad Awais Ali, Marlon Dumas, Fredrik Milani
2025	B	`conf`	Predicting Case Suffixes with Activity Start and End Times: A Sweep-Line Based Approach. CoopIS Muhammad Awais Ali, Marlon Dumas, Fredrik Milani
2025	B	`conf`	What's Coming Next? Short-Term Simulation of Business Processes from Current State. ICPM Maksym Avramenko, David Chapela-Campa, Marlon Dumas, Fredrik Milani
2025	J	`jnl`	What's Coming Next? Short-Term Simulation of Business Processes from Current State. CoRR Maksym Avramenko, David Chapela-Campa, Marlon Dumas, Fredrik Milani
2024	Misc	`conf`	Blockchain-Driven Secure Auditing of Timber-to-Charcoal Supply Chain. DB&IS Mubashar Iqbal, Muhammad Zubair, Sabah Suhail, Faiz Ali Shah, Fredrik Milani
2024	—	`conf`	Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes. RCIS (1) Muhammad Awais Ali, Marlon Dumas, Fredrik Milani
2024	A	`conf`	Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring. BPM Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Alexander Nolte, Marlon Dumas
2024	A	`conf`	LLM-Assisted Optimization of Waiting Time in Business Processes: A Prompting Method. BPM Katsiaryna Lashkevich, Fredrik Milani, Maksym Avramenko, Marlon Dumas
2024	J	`jnl`	Metaverse in financial industry: Use cases, value, and challenges. Int. J. Inf. Manag. Data Insights Mubashar Iqbal, Sabah Suhail, Fredrik Milani, Yana Halas
2024	—	`conf`	Redesigning Business Processes to Reduce Waiting Times Using Large Language Models. BPM (Demos / Resources Forum) Katsiaryna Lashkevich, Fredrik Milani, Maksym Avramenko, Marlon Dumas
2024	J	`jnl`	Strategic redesign of business processes in the digital age: A framework. Data Knowl. Eng. Fredrik Milani, Kateryna Kubrak, Juuli Nava
2024	J	`jnl`	Unveiling the causes of waiting time in business processes from event logs. Inf. Syst. Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas
2024	—	`conf`	dynamik: A Tool for Performance Drift Detection in Business Processes. ICPM Doctoral Consortium / Demo Víctor Gallego-Fontenla, Fredrik Milani, Marlon Dumas
2023	J	`jnl`	A visual approach to support process analysts in working with process improvement opportunities. Bus. Process. Manag. J. Kateryna Kubrak, Fredrik Milani, Alexander Nolte
2023	—	`conf`	Analysis templates for identifying improvement opportunities with process mining. ECIS Katsiaryna Lashkevich, Fredrik Milani, Nadiia Danylyshyn
2023	A	`conf`	Design and Evaluation of a User Interface Concept for Prescriptive Process Monitoring. CAiSE Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas
2023	B	`conf`	Digital Technology-Driven Business Process Redesign: A Classification Framework. RCIS Kateryna Kubrak, Fredrik Milani, Juuli Nava
2023	B	`conf`	Discovery of Improvement Opportunities in Knock-Out Checks of Business Processes. RCIS Katsiaryna Lashkevich, Lino Moises Mediavilla Ponce, Manuel Camargo, Fredrik Milani, Marlon Dumas
2023	J	`jnl`	Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes. CoRR Muhammad Awais Ali, Marlon Dumas, Fredrik Milani
2023	J	`jnl`	Improving Digital Onboarding Processes for Financial Services - A Multivocal Literature Review. Balt. J. Mod. Comput. Tanel Aamer, Fredrik Milani
2023	—	`conf`	Kairos: A Tool for Prescriptive Monitoring of Business Processes. ICPM Doctoral Consortium / Demo Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Marlon Dumas, Alexander Nolte, Mahmoud Shoush, Zhaosi Qu
2023	—	`conf`	Kronos: Discovery and Analysis of Waiting Time Causes. ICPM Doctoral Consortium / Demo Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas
2023	B	`conf`	Persuasive Visual Presentation of Prescriptive Business Processes. RCIS Janna-Liina Leemets, Kateryna Kubrak, Fredrik Milani, Alexander Nolte
2023	A	`conf`	Why Am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes. CAiSE Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas
2022	B	`conf`	Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes. RCIS Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Marlon Dumas
2022	J	`jnl`	Prescriptive process monitoring: PeerJ Comput. Sci. Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas
2022	B	`conf`	Process Mining for Process Improvement - An Evaluation of Analysis Practices. RCIS Kateryna Kubrak, Fredrik Milani, Alexander Nolte
2022	B	`conf`	Process Mining: A Guide for Practitioners. RCIS Fredrik Milani, Katsiaryna Lashkevich, Fabrizio Maria Maggi, Chiara Di Francescomarino
2022	J	`jnl`	Why am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes. CoRR Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa, Ihar Suvorau, Marlon Dumas
2021	B	`conf`	Adapting the CRISP-DM Data Mining Process: A Case Study in the Financial Services Domain. RCIS Veronika Plotnikova, Marlon Dumas, Fredrik Milani
2021	J	`jnl`	Enhancing agile software development in the banking sector - A comprehensive case study at LHV. J. Softw. Evol. Process. Ezequiel Scott, Fredrik Milani, Erki Kilu, Dietmar Pfahl
2021	J	`jnl`	Modelling blockchain-based business processes: a comparative analysis of BPMN vs CMMN. Bus. Process. Manag. J. Fredrik Milani, Luciano García-Bañuelos, Svitlana Filipova, Mariia Markovska
2021	J	`jnl`	Prescriptive Process Monitoring: Quo Vadis? CoRR Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Marlon Dumas
2021	—	`conf`	Utilizing Hackathons to Foster Sustainable Product Innovation - The Case of a Corporate Hackathon Series. CHASE@ICSE Alar Leemet, Fredrik Milani, Alexander Nolte
2020	B	`conf`	A Study of the Agile Coach's Role. PROFES Kadri Daljajev, Ezequiel Scott, Fredrik Milani, Dietmar Pfahl
2020	J	`jnl`	Adaptations of data mining methodologies: a systematic literature review. PeerJ Comput. Sci. Veronika Plotnikova, Marlon Dumas, Fredrik Milani
2020	—	`conf`	Blockchain Oracles: A Framework for Blockchain-Based Applications. BPM (Blockchain and RPA Forum) Kamran Mammadzada, Mubashar Iqbal, Fredrik Milani, Luciano García-Bañuelos, Raimundas Matulevicius
2020	B	`conf`	Business Process Redesign Heuristics for Blockchain Solutions. EDOC Fredrik Milani, Luciano García-Bañuelos, Hajo A. Reijers, Lilit Stepanyan
2020	—	`ch.`	Data Science and Empirical Software Engineering. Contemporary Empirical Methods in Software Engineering Ezequiel Scott, Fredrik Milani, Dietmar Pfahl
2020	—	`conf`	Using Blockchain Technology to Redesign Know-Your-Customer Processes Within the Banking Industry. Business Process Management Workshops Kristin Kamilla Kirss, Fredrik Milani
2019	B	`conf`	A User Evaluation of Process Discovery Algorithms in a Software Engineering Company. EDOC Simone Agostinelli, Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani
2019	—	`conf`	Agile Software Process Improvement by Learning from Financial and Fintech Companies: LHV Bank Case Study. SWQD Erki Kilu, Fredrik Milani, Ezequiel Scott, Dietmar Pfahl
2019	—	`book`	Digital Business Analysis Fredrik Milani
2018	—	`conf`	A Comparative Evaluation of Log-Based Process Performance Analysis Techniques. BIS Fredrik Milani, Fabrizio Maria Maggi
2018	J	`jnl`	A Comparative Evaluation of Log-Based Process Performance Analysis Techniques. CoRR Fredrik Milani, Fabrizio Maria Maggi
2018	J	`jnl`	A User Evaluation of Automated Process Discovery Algorithms. CoRR Fabrizio Maria Maggi, Andrea Marrella, Fredrik Milani, Allar Soo, Silva Kasela
2018	J	`jnl`	Blockchain and Principles of Business Process Re-Engineering for Process Innovation. CoRR Fredrik Milani, Luciano García-Bañuelos
2018	—	`conf`	Designing Process Diagrams - A Framework for Making Design Choices When Visualizing Process Mining Outputs. OTM Conferences (1) Marit Sirgmets, Fredrik Milani, Alexander Nolte, Taivo Pungas
2018	A	`conf`	Predictive Process Monitoring Methods: Which One Suits Me Best? BPM Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani
2018	J	`jnl`	Predictive Process Monitoring Methods: Which One Suits Me Best? CoRR Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Fredrik Milani
2017	J	`jnl`	Business Process Variability Modeling: A Survey. ACM Comput. Surv. Marcello La Rosa, Wil M. P. van der Aalst, Marlon Dumas, Fredrik Milani
2016	J	`jnl`	Criteria and Heuristics for Business Process Model Decomposition - Review and Comparative Evaluation. Bus. Inf. Syst. Eng. Fredrik Milani, Marlon Dumas, Raimundas Matulevicius, Naved Ahmed, Silva Kasela
2016	J	`jnl`	Modelling families of business process variants: A decomposition driven method. Inf. Syst. Fredrik Milani, Marlon Dumas, Naved Ahmed, Raimundas Matulevicius
2015	—	`conf`	Requirement Elicitation Using Business Process Models. BIR Sander Valvas, Fredrik Milani
2013	A	`conf`	Decomposition Driven Consolidation of Process Models. CAiSE Fredrik Milani, Marlon Dumas, Raimundas Matulevicius
2013	J	`jnl`	Modelling Families of Business Process Variants: A Decomposition Driven Method. CoRR Fredrik Milani, Marlon Dumas, Naved Ahmed, Raimundas Matulevicius
2012	—	`conf`	Identifying and Classifying Variations in Business Processes. BMMDS/EMMSAD Fredrik Milani, Marlon Dumas, Raimundas Matulevicius