Cover Image

Applying Process Mining on Scientific Workflows: a Case Study on High Performance Computing Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sadeghibogar, Zahra, Berti, Alessandro, Pegoraro, Marco, van der Aalst, Wil M. P.
Format:	Preprint
Published:	2023
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks
by: Berti, Alessandro, et al.
Published: (2024)

CPN-Py: A Python-Based Tool for Modeling and Analyzing Colored Petri Nets
by: Berti, Alessandro, et al.
Published: (2025)

High-Level Event Mining: Overview and Future Work
by: Bakullari, Bianka, et al.
Published: (2024)

Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis
by: Kourani, Humam, et al.
Published: (2024)

Process Modeling With Large Language Models
by: Kourani, Humam, et al.
Published: (2024)

ProMoAI: Process Modeling with Generative AI
by: Kourani, Humam, et al.
Published: (2024)

Hierarchical Decomposition of Separable Workflow-Nets
by: Kourani, Humam, et al.
Published: (2026)

Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge
by: Berti, Alessandro, et al.
Published: (2024)

OCPQ: Object-Centric Process Querying & Constraints
by: Küsters, Aaron, et al.
Published: (2025)

Revealing Inherent Concurrency in Event Data: A Partial Order Approach to Process Discovery
by: Kourani, Humam, et al.
Published: (2025)

Discovering Process Models With Long-Term Dependencies While Providing Guarantees and Filtering Infrequent Behavior Patterns
by: Mannel, Lisa Luise, et al.
Published: (2022)

Computing Alignments for Partially-ordered Traces Through Petri Net Unfoldings
by: Siddiqui, Ariba, et al.
Published: (2025)

Tailoring Machine Learning for Process Mining
by: Ceravolo, Paolo, et al.
Published: (2023)

Object-Centric Local Process Models
by: Peeva, Viki, et al.
Published: (2024)

Evaluation of Study Plans using Partial Orders
by: Rennert, Christian, et al.
Published: (2024)

Leveraging Large Language Models for Enhanced Process Model Comprehension
by: Kourani, Humam, et al.
Published: (2024)

Developing a High-Performance Process Mining Library with Java and Python Bindings in Rust
by: Küsters, Aaron, et al.
Published: (2024)

OCEL (Object-Centric Event Log) 2.0 Specification
by: Berti, Alessandro, et al.
Published: (2024)

eST$^2$ Miner -- Process Discovery Based on Firing Partial Orders
by: Folz-Weinstein, Sabine, et al.
Published: (2025)

No AI Without PI! Object-Centric Process Mining as the Enabler for Generative, Predictive, and Prescriptive Artificial Intelligence
by: van der Aalst, Wil M. P.
Published: (2025)

PMAx: An Agentic Framework for AI-Driven Process Mining
by: Antonov, Anton, et al.
Published: (2026)

How to Write Beautiful Process-and-Data-Science Papers?
by: van der Aalst, Wil M. P.
Published: (2022)

Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling
by: Kourani, Humam, et al.
Published: (2025)

Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies
by: Berti, Alessandro, et al.
Published: (2024)

All Eyes on the Workflow: Automated and Efficient Event Discovery from Video Streams
by: Pegoraro, Marco, et al.
Published: (2026)

Imposing Rules in Process Discovery: an Inductive Mining Approach
by: Norouzifar, Ali, et al.
Published: (2024)

Re-Thinking Process Mining in the AI-Based Agents Era
by: Berti, Alessandro, et al.
Published: (2024)

ProvDeploy: Provenance-oriented Containerization of High Performance Computing Scientific Workflows
by: Kunstmann, Liliane, et al.
Published: (2024)

Translating Workflow Nets into the Partially Ordered Workflow Language
by: Kourani, Humam, et al.
Published: (2025)

ProReco: A Process Discovery Recommender System
by: Huang, Tsung-Hao, et al.
Published: (2025)

PM4Py.LLM: a Comprehensive Module for Implementing PM on LLMs
by: Berti, Alessandro
Published: (2024)

Towards a Simple and Extensible Standard for Object-Centric Event Data (OCED) -- Core Model, Design Space, and Lessons Learned
by: Fahland, Dirk, et al.
Published: (2024)

Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction
by: Vitale, Francesco, et al.
Published: (2025)

Discriminative Rule Learning for Outcome-Guided Process Model Discovery
by: Norouzifar, Ali, et al.
Published: (2025)

Integrating Wearable Data into Process Mining: Event, Case and Activity Enrichment
by: Dani, Vinicius Stein, et al.
Published: (2025)

Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs
by: Kourani, Humam, et al.
Published: (2025)

On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks
by: Rebmann, Adrian, et al.
Published: (2025)

Process-Aware Analysis of Treatment Paths in Heart Failure Patients: A Case Study
by: Beyel, Harry H., et al.
Published: (2024)

Mining Constraints from Reference Process Models for Detecting Best-Practice Violations in Event Logs
by: Rebmann, Adrian, et al.
Published: (2024)

Deciding Reachability and the Covering Problem with Diagnostics for Sound Acyclic Free-Choice Workflow Nets
by: Prinz, Thomas M., et al.
Published: (2026)