Guillermo Iglesias

According to our database, Guillermo Iglesias authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation.

Guillermo Iglesias, Gema Bello Orgaz, María Navas-Loro, Cristian Ramírez-Atencia, Mercè Salvador Robert, Enrique Baca-García

CoRR, April, 2026

Chest X-ray deep learning comparative diagnosis using visual and semantic similarity with variational autoencoders.

Guillermo Iglesias, Edgar Talavera, Jesús Troya

Biomed. Signal Process. Control., 2026

2025

Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning.

Guillermo Iglesias, Héctor D. Menéndez, Edgar Talavera

Comput. Biol. Medicine, 2025

Search-Based Negative Prompt Optimisation for Text-to-Image Generation.

Guillermo Iglesias, Mar Zamorano, Federica Sarro

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2025

2024

Artificial intelligence model for tumoral clinical decision support systems.

Guillermo Iglesias, Edgar Talavera, Jesús Troya, Alberto Díaz-Álvarez, Miguel García-Remesal

Comput. Methods Programs Biomed., 2024

Binary Classification Optimisation with AI-Generated Data.

Manuel Jesús Cerezo Mazón, Ricardo Moya García, Ekaitz Arriola García, Miguel Herencia García del Castillo, Guillermo Iglesias

Proceedings of the Testing Software and Systems, 2024

2023

Data Augmentation techniques in time series domain: a survey and taxonomy.

Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval

Neural Comput. Appl., May, 2023

A survey on GANs for computer vision: Recent research, analysis and taxonomy.

Guillermo Iglesias, Edgar Talavera, Alberto Díaz-Álvarez

Comput. Sci. Rev., May, 2023

MOC-AE: An Anatomically-Pathological-Based model for Clinical Decision Support System of tumoural brain images.

Guillermo Iglesias, Edgar Talavera, Alberto Díaz-Álvarez, Miguel Gracía-Remesal

CoRR, 2023

2021

Searching for initial parameters in cell colony spatial pattern generation.

Nicolás Araya, Guillermo Iglesias, P. Martín Gutiérrez

Proceedings of the 2021 Conference on Artificial Life, 2021