activity
20162025
most citedA Framework for Responsible AI Systems: Building Societal Trust through Domain Definition, Trustworthy AI Design, Auditability, Accountability, and Governance

5 citations · 14 across the 9 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series Forecasting

Ignacio Aguilera-Martos, Andrés Herrera-Poyatos, Julián Luengo +1

Transformers have become the leading choice in natural language processing over other deep learning architectures. This trend has also permeated the field of time series analysis,…

cs.CV2024★ 2 cited

Small data deep learning methodology for in-field disease detection

David Herrera-Poyato, Jacinto Domínguez-Rull, Rosana Montes +6

Early detection of diseases in crops is essential to prevent harvest losses and improve the quality of the final product. In this context, the combination of machine learning and p…