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ORCIDRosana Montes-Soldado
- > Home > Persons > Rosana Montes-Soldado
Publications
- 2025
[j15]David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Andrés Herrera-Poyatos, Virilo Tejedor, Francisco Herrera, Rosana Montes:
An overview of model uncertainty and variability in LLM-based sentiment analysis: challenges, mitigation strategies, and the role of explainability. Frontiers Artif. Intell. 8 (2025)- [i11]David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Andrés Herrera-Poyatos, Virilo Tejedor, Francisco Herrera, Rosana Montes:
An overview of model uncertainty and variability in LLM-based sentiment analysis. Challenges, mitigation strategies and the role of explainability. CoRR abs/2504.04462 (2025) - [i9]David Herrera-Poyatos, Carlos Peláez-González, Cristina Zuheros, Virilo Tejedor, Rosana Montes, Francisco Herrera:
Triadic Fusion of Cognitive, Functional, and Causal Dimensions for Explainable LLMs: The TAXAL Framework. CoRR abs/2509.05199 (2025) - 2024
- [c22]David Herrera-Poyatos, Andrés Herrera-Poyatos
, Rosana Montes-Soldado, Paloma de Palacios, Luis G. Esteban, Alberto García-Iruela, Francisco G. Fernández, Francisco Herrera:
Deep Learning methodology for the identification of wood species using high-resolution macroscopic images. IJCNN 2024: 1-8 - [d2]Rosana Montes, David Herrera-Poyatos, Andrés Herrera-Poyatos, Francisco Herrera, Paloma de Palacios, Alberto García-Iruela, G. Estevan Luis:
GOIMAI DataSet-Phase-I of high-resolution macroscopic images for the identification of wood species. Version 1. Zenodo, 2024 [all versions]
- [d1]Rosana Montes, David Herrera-Poyatos, Andrés Herrera-Poyatos, Francisco Herrera, Paloma de Palacios, Antonio de Marco Blanco, Alberto García-Iruela, Francisco G. Fernández, Luis G. Esteban:
GOIMAI DataSet-Phase-I of high-resolution macroscopic images for the identification of wood species. Version 2. Zenodo, 2024 [all versions] - [i4]Cristina Zuheros, David Herrera-Poyatos, Rosana Montes, Francisco Herrera:
Large language models for crowd decision making based on prompt design strategies using ChatGPT: models, analysis and challenges. CoRR abs/2403.15587 (2024) - [i3]David Herrera-Poyatos, Andrés Herrera-Poyatos, Rosana Montes, Paloma de Palacios, Luis G. Esteban, Alberto García-Iruela, Francisco G. Fernández, Francisco Herrera:
Deep Learning methodology for the identification of wood species using high-resolution macroscopic images. CoRR abs/2406.11772 (2024) - [i2]David Herrera-Poyatos, Jacinto Domínguez-Rull, Rosana Montes, Inés Hernández, Ignacio Barrio, Carlos Poblete-Echeverría, Javier Tardáguila, Francisco Herrera, Andrés Herrera-Poyatos:
Small data deep learning methodology for in-field disease detection. CoRR abs/2409.17119 (2024)
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