Alessandro Berti

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 63

Top Venues

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Alessandro Poggiali, Alessandro Berti, Anna Bernasconi, Gianna M. Del Corso, Riccardo Guidotti
Quantum clustering with k-Means: A hybrid approach. Theor. Comput. Sci. 992 (2024)
Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies. BPMDS/EMMSAD@CAiSE (2024)
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
OCEL (Object-Centric Event Log) 2.0 Specification. CoRR (2024)
Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland
Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge. CoRR (2024)
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
Process Modeling with Large Language Models. BPMDS/EMMSAD@CAiSE (2024)
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
Process Modeling With Large Language Models. CoRR (2024)
Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges. CoRR (2024)
Alessandro Berti
PM4Py.LLM: a Comprehensive Module for Implementing PM on LLMs. CoRR (2024)
Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks. CoRR (2024)
István Koren, Niklas Adams, Alessandro Berti
OCEL 2.0 Resources - www.ocel-standard.org. CoRR (2024)
Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study. CAiSE Workshops (2024)
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
ProMoAI: Process Modeling with Generative AI. CoRR (2024)
Luca Guagliumi, Alessandro Berti, Eros Monti, Marc Fabritius, Christoph Martin, Marco Carricato
Force-Sensor-Free Implementation of a Hybrid Position-Force Control for Overconstrained Cable-Driven Parallel Robots. Robotics 13 (2) (2024)
Alessandro Berti, Johannes Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
Graph-based feature extraction on object-centric event logs. Int. J. Data Sci. Anal. 18 (2) (2024)
Alessandro Poggiali, Anna Bernasconi, Alessandro Berti, Gianna M. Del Corso, Riccardo Guidotti
Quantum Feature Selection with Variance Estimation. ESANN (2023)
Alessandro Berti
Logarithmic Quantum Forking. ESANN (2023)
Alessandro Berti, Wil M. P. van der Aalst
OC-PM: analyzing object-centric event logs and process models. Int. J. Softw. Tools Technol. Transf. 25 (1) (2023)
Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst
Applying Process Mining on Scientific Workflows: a Case Study. CoRR (2023)
István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst
OCEL 2.0 Resources - www.ocel-standard.org. ICPM Doctoral Consortium / Demo (2023)
Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study. CoRR (2023)
Alessandro Berti, Marco Montali, Wil M. P. van der Aalst
Advancements and Challenges in Object-Centric Process Mining: A Systematic Literature Review. CoRR (2023)
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
A generic approach to extract object-centric event data from databases supporting SAP ERP. J. Intell. Inf. Syst. 61 (3) (2023)
Alessandro Berti, Mahnaz Sadat Qafari
Leveraging Large Language Models (LLMs) for Process Mining (Technical Report). CoRR (2023)
Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
A Collection of Simulated Event Logs for Fairness Assessment in Process Mining. BPM (Demos / Resources Forum) (2023)
Alessandro Berti, Sebastiaan J. van Zelst, Daniel Schuster
PM4Py: A process mining library for Python. Softw. Impacts 17 (2023)
Anna Bernasconi, Alessandro Berti, Valentina Ciriani, Gianna M. Del Corso, Innocenzo Fulginiti
XOR-AND-XOR Logic Forms for Autosymmetric Functions and Applications to Quantum Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst
SLURMminer: A Tool for SLURM System Analysis with Process Mining. BPM (Demos / Resources Forum) (2023)
Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
A Collection of Simulated Event Logs for Fairness Assessment in Process Mining. CoRR (2023)
Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study. Business Process Management Workshops (2023)
Alessandro Berti, Wil M. P. van der Aalst
OC-PM: Analyzing Object-Centric Event Logs and Process Models. CoRR (2022)
Alessandro Poggiali, Alessandro Berti, Anna Bernasconi, Gianna M. Del Corso, Riccardo Guidotti
Quantum Clustering with k-Means: a Hybrid Approach. CoRR (2022)
Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst
PM4Py-GPU: a High-Performance General-Purpose Library for Process Mining. CoRR (2022)
Alessandro Poggiali, Alessandro Berti, Anna Bernasconi, Gianna Maria Del Corso, Riccardo Guidotti
Clustering Classical Data with Quantum k-Means. ICTCS (2022)
Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst
Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool. RCIS (2022)
Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst
PM4Py-GPU: A High-Performance General-Purpose Library for Process Mining. RCIS (2022)
Alessandro Berti, Anna Bernasconi, Gianna M. Del Corso, Riccardo Guidotti
Effect of Different Encodings and Distance Functions on Quantum Instance-Based Classifiers. PAKDD (2) (2022)
Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
Interactive Process Identification and Selection from SAP ERP. CoRR (2022)
Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst
A Scalable Database for the Storage of Object-Centric Event Logs. CoRR (2022)
Alessandro Berti
Filtering and Sampling Object-Centric Event Logs. CoRR (2022)
Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
OCEL: A Standard for Object-Centric Event Logs. ADBIS (Short Papers) (2021)
Luca Guagliumi, Alessandro Berti, Eros Monti, Marco Carricato
A Simple Model-Based Method for Sloshing Estimation in Liquid Transfer in Automatic Machines. IEEE Access 9 (2021)
Anahita Farhang Ghahfarokhi, Alessandro Berti, Wil M. P. van der Aalst
Process Comparison Using Object-Centric Process Cubes. CoRR (2021)
Alessandro Berti, Wil M. P. van der Aalst
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement. Trans. Petri Nets Other Model. Concurr. 15 (2021)
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
An Event Data Extraction Approach from SAP ERP for Process Mining. CoRR (2021)
Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
An Event Data Extraction Approach from SAP ERP for Process Mining. ICPM Workshops (2021)
Alessandro Berti, Wil M. P. van der Aalst
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement. CoRR (2020)
Wil M. P. van der Aalst, Alessandro Berti
Discovering Object-centric Petri Nets. Fundam. Informaticae 175 (1-4) (2020)
Alessandro Berti, Wil M. P. van der Aalst
Extracting Multiple Viewpoint Models from Relational Databases. CoRR (2020)
Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang
An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges. ICPM Doctoral Consortium / Tools (2020)
Wil M. P. van der Aalst, Alessandro Berti
Discovering Object-Centric Petri Nets. CoRR (2020)
Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang
An Open-Source Integration of Process Mining Features into the Camunda Workflow Engine: Data Extraction and Challenges. CoRR (2020)
Alessandro Berti, Wil M. P. van der Aalst
Reviving Token-based Replay: Increasing Speed While Improving Diagnostics. ATAED@Petri Nets/ACSD (2019)
Alessandro Berti, Wil M. P. van der Aalst
Extracting Multiple Viewpoint Models from Relational Databases. SIMPDA (2019)
Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack. BPM (PhD/Demos) (2019)
Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models. BPM (PhD/Demos) (2019)
Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science. CoRR (2019)
Alessandro Berti
Process Mining on Event Graphs: a Framework to Extensively Support Projects. BPM (PhD/Demos) (2019)
Alessandro Berti
Increasing Scalability of Process Mining using Event Dataframes: How Data Structure Matters. CoRR (2019)
Alessandro Berti, Wil M. P. van der Aalst
StarStar Models: Process Analysis on top of Databases. CoRR (2018)
Alessandro Berti, Wil M. P. van der Aalst
StarStar Models: Using Events at Database Level for Process Analysis. SIMPDA (2018)
Alessandro Berti, Marc Gouttefarde, Marco Carricato
Dynamic Recovery of Cable-Suspended Parallel Robots After a Cable Failure. ARK (2016)
Alessandro Berti, Jean-Pierre Merlet, Marco Carricato
Solving the direct geometrico-static problem of underconstrained cable-driven parallel robots by interval analysis. Int. J. Robotics Res. 35 (6) (2016)
Aureli Alabert, Alessandro Berti, Ricard Caballero, Marco Ferrante
No-Free-Lunch theorems in the continuum. Theor. Comput. Sci. 600 (2015)
Alessandro Berti, Alessandro Sperduti, Andrea Burattin
A novel criterion for overlapping communities detection and clustering improvement. CIDM (2014)
Alessandro Berti
An Improved Node Ranking for Label Propagation and Modularity based Clustering. CoRR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alessandro Berti