MLOps25@ECAI 2025
Machine Learning Operations 2025

Table of Contents

• Summary: There were 13 papers submitted for peer-review to this workshop. Out of these, 10 papers were accepted for this volume, 8 as regular papers and 2 as short papers.

Papers

• Feasibility of MLOps-based Healthcare Pipelines in Ensuring the Cybersecurity Framework 1-12
  Antonio Robustelli , Alberto Marfoglia , Christian D'Errico , Sabato Mellone , Antonella Carbonaro
• Towards a Process Reference Model for Machine Learning Applications: Challenges and Opportunities 13-24
  Antonio Crespi Tobeña , Maria Monserrat Barceló , Antonia Mas Pichaco , Antoni-Lluís Mesquida Calafat
• A LLMOps-Driven Framework for Clinical Data Harmonization 25-36
  Alberto Marfoglia , Antonio Robustelli , Christian D'Errico , Sabato Mellone , Antonella Carbonaro
• Detecting Semantic Data Smells with BERT: A Transformer-Based Approach to Data Quality 37-47
  Gilberto Recupito , Giammaria Giordano , Dario Di Nucci , Fabio Palomba
• Automated Code Translation using an Engineering-Driven Pipeline Approach of Language Models (short paper) 48-54
  Tibo Bruneel , Welf Löwe , Morgan Ericsson , Jonas Nordqvist , Diego Perez-Palacin
• SkeltyMLOps: Orchestrating Collaborative MLOps Activities 55-66
  Charbel Daoud , Danielle Azar , Julie Boiché , Christelle Urtado , Sylvain Vauttier
• Towards a Structured AI Development Lifecycle for Reusable AI Products in the Public Sector 67-79
  Albana Celepija , Bruno Lepri , Raman Kazhamiakin
• MLOps-Driven Automation of Regulatory Documentation for AI-Based Medical Software (short paper) 80-84
  Fabrizio Rosmarino , Giulio Mallardi , Luigi Quaranta , Filippo Lanubile
• A Serverless Cloud-to-Thing Framework for TinyMLOps Workflows 85-96
  Davide Loconte , Saverio Ieva , Agnese Pinto , Filippo Gramegna , Giuseppe Loseto , Floriano Scioscia , Michele Ruta
• Disentangled Latent Space-based Drift Detection for Efficient Model Monitoring in Edge MLOps 97-109
  Lara Luys , Mathias Verbeke