Alessandro Berti

73 papers A* 1B 3C 1Journal 45Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
An In-Context Foundation Model for Predictive Process Monitoring on Event Logs.
IEEE Access
Alessandro Berti, Wil M. P. van der Aalst
2026 J jnl
Leveraging large language models for enhanced process model comprehension.
Decis. Support Syst.
Humam Kourani, Alessandro Berti, Jasmin Hennrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Wil M. P. van der Aalst, Daniel Schuster
2026 J jnl
PMAx: An Agentic Framework for AI-Driven Process Mining.
CoRR
Anton Antonov, Humam Kourani, Alessandro Berti, Gyunam Park, Wil M. P. van der Aalst
2025 — conf
A Data-Driven Framework for Retail Inventory Optimization: Integrating Object-Centric Process Mining and Mathematical Models.
BIS
Dina Kretzschmann, Alessandro Berti, Wil M. P. van der Aalst
2025 J jnl
Analyzing interconnected processes: using object-centric process mining to analyze procurement processes.
Int. J. Data Sci. Anal.
Alessandro Berti, Urszula Jessen, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2025 J jnl
CPN-Py: A Python-Based Tool for Modeling and Analyzing Colored Petri Nets.
CoRR
Alessandro Berti, Wil M. P. van der Aalst
2025 J jnl
Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling.
CoRR
Humam Kourani, Anton Antonov, Alessandro Berti, Wil M. P. van der Aalst
2025 J jnl
Object-Centric Process Mining for Blockchain Applications Extracting and Representing Ethereum Execution Data in OCEL 2.0.
Enterp. Model. Inf. Syst. Archit.
Richard Hobeck, Alessandro Berti, Ingo Weber, Wil M. P. van der Aalst
2025 — —
Object-centric process mining: data extraction, process discovery, and conformance checking.
Alessandro Berti
2025 — conf
Segmentation for Optimizing Long-Lifecycle Processes in Object-Centric Process Mining.
BIS (Workshops)
Alessandro Berti, Dina Kretzschmann, Wil M. P. van der Aalst
2025 J jnl
Specializing large language models for process modeling via reinforcement learning with verifiable and universal rewards.
Process Sci.
Alessandro Berti, Xiaoting Wang, Humam Kourani, Wil M. P. van der Aalst
2025 B conf
State-Aware Object-Centric Process Mining: Enhancing OCEL 2.0 with Explicit State Transitions.
EDOC
Dina Kretzschmann, Alessandro Berti, Wil M. P. van der Aalst
2024 — conf
Applying Process Mining on Scientific Workflows: A Case Study on High Performance Computing Data.
Business Process Management Workshops
Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst
2024 — conf
CSV-PM-LLM-Parsing: Automatic Ingestion of CSV Event Logs for Process Mining using LLMs.
BPM (Demos / Resources Forum)
Alessandro Berti, Wil M. P. van der Aalst
2024 J jnl
Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge.
CoRR
Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland
2024 J jnl
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges.
CoRR
Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster
2024 — conf
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies.
BPMDS/EMMSAD@CAiSE
Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster
2024 J jnl
Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis.
CoRR
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 — conf
Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge.
BPM (Demos / Resources Forum)
Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland
2024 J jnl
Graph-based feature extraction on object-centric event logs.
Int. J. Data Sci. Anal.
Alessandro Berti, Johannes Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
2024 J jnl
Leveraging Large Language Models for Enhanced Process Model Comprehension.
CoRR
Humam Kourani, Alessandro Berti, Jasmin Henrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
OCEL (Object-Centric Event Log) 2.0 Specification.
CoRR
Alessandro Berti, István Koren, Jan Niklas Adams, Gyunam Park, Benedikt Knopp, Nina Graves, Majid Rafiei, Lukas Liß, Leah Tacke genannt Unterberg, Yisong Zhang, Christopher T. Schwanen, Marco Pegoraro, Wil M. P. van der Aalst
2024 J jnl
OCEL 2.0 Resources - www.ocel-standard.org.
CoRR
István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst
2024 — conf
Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study.
CAiSE Workshops
Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
2024 — conf
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks.
ICPM Workshops
Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst
2024 J jnl
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks.
CoRR
Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst
2024 J jnl
PM4Py.LLM: a Comprehensive Module for Implementing PM on LLMs.
CoRR
Alessandro Berti
2024 A* conf
ProMoAI: Process Modeling with Generative AI.
IJCAI
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
ProMoAI: Process Modeling with Generative AI.
CoRR
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
Process Modeling With Large Language Models.
CoRR
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 — conf
Process Modeling with Large Language Models.
BPMDS/EMMSAD@CAiSE
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
Re-Thinking Process Mining in the AI-Based Agents Era.
CoRR
Alessandro Berti, Mayssa Maatallah, Urszula Jessen, Michal Sroka, Sonia Ayachi Ghannouchi
2023 — conf
A Collection of Simulated Event Logs for Fairness Assessment in Process Mining.
BPM (Demos / Resources Forum)
Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
2023 J jnl
A Collection of Simulated Event Logs for Fairness Assessment in Process Mining.
CoRR
Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
2023 J jnl
A generic approach to extract object-centric event data from databases supporting SAP ERP.
J. Intell. Inf. Syst.
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2023 — conf
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study.
Business Process Management Workshops
Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2023 J jnl
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study.
CoRR
Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2023 J jnl
Advancements and Challenges in Object-Centric Process Mining: A Systematic Literature Review.
CoRR
Alessandro Berti, Marco Montali, Wil M. P. van der Aalst
2023 J jnl
Applying Process Mining on Scientific Workflows: a Case Study.
CoRR
Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst
2023 J jnl
Leveraging Large Language Models (LLMs) for Process Mining (Technical Report).
CoRR
Alessandro Berti, Mahnaz Sadat Qafari
2023 J jnl
OC-PM: analyzing object-centric event logs and process models.
Int. J. Softw. Tools Technol. Transf.
Alessandro Berti, Wil M. P. van der Aalst
2023 — conf
OCEL 2.0 Resources - www.ocel-standard.org.
ICPM Doctoral Consortium / Demo
István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst
2023 J jnl
PM4Py: A process mining library for Python.
Softw. Impacts
Alessandro Berti, Sebastiaan J. van Zelst, Daniel Schuster
2023 — conf
SLURMminer: A Tool for SLURM System Analysis with Process Mining.
BPM (Demos / Resources Forum)
Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst
2022 J jnl
A Scalable Database for the Storage of Object-Centric Event Logs.
CoRR
Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst
2022 J jnl
Filtering and Sampling Object-Centric Event Logs.
CoRR
Alessandro Berti
2022 B conf
Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool.
RCIS
Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst
2022 J jnl
Interactive Process Identification and Selection from SAP ERP.
CoRR
Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2022 J jnl
OC-PM: Analyzing Object-Centric Event Logs and Process Models.
CoRR
Alessandro Berti, Wil M. P. van der Aalst
2022 B conf
PM4Py-GPU: A High-Performance General-Purpose Library for Process Mining.
RCIS
Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst
2022 J jnl
PM4Py-GPU: a High-Performance General-Purpose Library for Process Mining.
CoRR
Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst
2021 J jnl
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement.
Trans. Petri Nets Other Model. Concurr.
Alessandro Berti, Wil M. P. van der Aalst
2021 — conf
An Event Data Extraction Approach from SAP ERP for Process Mining.
ICPM Workshops
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2021 J jnl
An Event Data Extraction Approach from SAP ERP for Process Mining.
CoRR
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2021 — conf
OCEL: A Standard for Object-Centric Event Logs.
ADBIS (Short Papers)
Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
2021 J jnl
Process Comparison Using Object-Centric Process Cubes.
CoRR
Anahita Farhang Ghahfarokhi, Alessandro Berti, Wil M. P. van der Aalst
2020 J jnl
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement.
CoRR
Alessandro Berti, Wil M. P. van der Aalst
2020 — conf
An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges.
ICPM Doctoral Consortium / Tools
Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang
2020 J jnl
An Open-Source Integration of Process Mining Features into the Camunda Workflow Engine: Data Extraction and Challenges.
CoRR
Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang
2020 J jnl
Discovering Object-Centric Petri Nets.
CoRR
Wil M. P. van der Aalst, Alessandro Berti
2020 J jnl
Discovering Object-centric Petri Nets.
Fundam. Informaticae
Wil M. P. van der Aalst, Alessandro Berti
2020 J jnl
Extracting Multiple Viewpoint Models from Relational Databases.
CoRR
Alessandro Berti, Wil M. P. van der Aalst
2019 — conf
Extracting Multiple Viewpoint Models from Relational Databases.
SIMPDA
Alessandro Berti, Wil M. P. van der Aalst
2019 — conf
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models.
BPM (PhD/Demos)
Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019 J jnl
Increasing Scalability of Process Mining using Event Dataframes: How Data Structure Matters.
CoRR
Alessandro Berti
2019 — conf
PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack.
BPM (PhD/Demos)
Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019 J jnl
Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science.
CoRR
Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019 — conf
Process Mining on Event Graphs: a Framework to Extensively Support Projects.
BPM (PhD/Demos)
Alessandro Berti
2019 — conf
Reviving Token-based Replay: Increasing Speed While Improving Diagnostics.
ATAED@Petri Nets/ACSD
Alessandro Berti, Wil M. P. van der Aalst
2018 J jnl
StarStar Models: Process Analysis on top of Databases.
CoRR
Alessandro Berti, Wil M. P. van der Aalst
2018 — conf
StarStar Models: Using Events at Database Level for Process Analysis.
SIMPDA
Alessandro Berti, Wil M. P. van der Aalst
2015 J jnl
No-Free-Lunch theorems in the continuum.
Theor. Comput. Sci.
Aureli Alabert, Alessandro Berti, Ricard Caballero, Marco Ferrante
2014 C conf
A novel criterion for overlapping communities detection and clustering improvement.
CIDM
Alessandro Berti, Alessandro Sperduti, Andrea Burattin