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Publications

FAME: Federated Decentralized Trusted Data Marketplace for Embedded Finance

Jul 2023
IEEE
  • Lazcano, Raquel
  • Vera, Juan Manuel
Due to its multivariate and multipurpose use and reuse, data’s worth is dramatically increasing, leading to an era characterized by the generation of data marketplaces towards accessing, selling, sharing, and trading data and data assets.

Fostering Agricultural Transformation through AI: An Open-Source AI Architecture Exploiting the MLOps Paradigm

Jan 2024
MDPI Agronomy Journal
  • Cob, Carlos
  • Lalangui, Yerhard
  • Lazcano, Raquel
As the global population is expected to reach 10 billion by 2050, the agricultural sector faces the challenge of achieving an increase of 60% in food production without using much more land.

Leveraging Large Language Models for Financial Predictions

Apr 2024
FAME project blog
  • Lazcano, Raquel
  • Vera, Juan Manuel
  • Aguilar, Miguel Ángel
In the world of finance, where every decision can have significant ramifications, the possibility of predicting market movements is invaluable. Traditionally, analysts have relied on a combination of data analysis, market trends, and expert insights to make informed predictions.

Flexible robots for intelligent automation of precision agriculture operations

Apr 2024
CORDIS - EU Research Results
  • Lazcano, Raquel
Artificial intelligence helps coordinate precision agriculture tasks

Preserving data privacy in Machine Learning pipelines with Federated Learning

Jul 2024
FAME's project blog
  • Gil Pereira, Pablo
  • Lazcano, Raquel
  • Vera, Juan Manuel
The feature extraction capabilities of Machine Learning (ML) models have led to their wide adoption in a large variety of sectors: from anomaly detection for machinery, to user clustering and behavioral prediction, market trends predictions, or the analysis of text, sound, and image data.

C4 Model: A Research Guide for Designing Software Architectures

Apr 2025
8th International Conference on Software and System Engineering (ICoSSE 2025), Nice, France
  • Lazcano, Raquel
  • et al,
Given nowadays increasing complexity of software systems, their architectural design prior to their actual implementation becomes quite complicated.

Unlocking efficiency with Marketplace Assets: a case study on FAME Marketplace

Dec 2024
FAME project - blog
  • Lazcano, Raquel
In today’s ever-changing technological landscape, companies are constantly looking for innovative ways to increase efficiency and minimize costs, and even more nowadays with the advent of artificial intelligence and large language models.

Federated Learning: A decentralized approach to smarter, safer AI

Nov 2025
Project blogpost
  • Lazcano, Raquel
  • Paz, María Alejandra
Federated Learning represents a transformative shift in how Artificial Intelligence (AI) models are developed and deployed.

Digital Twin Framework and Federated Learning for Multi-plant Knowledge Sharing in Decision Support for Electric Steelmaking and Beyond

Jan 2026
La Metallurgia Italiana - International Journal of the Italian Association for Metallurgy
  • Perea, Carmen
  • García, Nicolas
  • Guardiola, Irene
  • Lazcano, Raquel
  • et al,
The processes of electric steelmaking are complex and difficult to control to achieve sustainable production. To strive towards competitiveness and green transformation, steelmakers apply the Electric Arc Furnace (EAF) to circulate scrap into new products.

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