Searching for initial parameters in cell colony spatial pattern generation. - Nicolás Araya; Guillermo Iglesias; Martín Gutiérrez (ALIFE, 2021)

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)

A survey on GANs for computer vision: Recent research, analysis and taxonomy. - Guillermo Iglesias; Edgar Talavera; Alberto Díaz-Álvarez (Comput. Sci. Rev., 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., 2023)

Binary Classification Optimisation with AI-Generated Data. - Manuel Jesús Cerezo Mazón; Ricardo Moya García; Ekaitz Arriola García; Miguel Herencia García del Castillo; Guillermo Iglesias (ICTSS, 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)

Search-Based Negative Prompt Optimisation for Text-to-Image Generation. - Guillermo Iglesias; Mar Zamorano; Federica Sarro (EvoMUSART, 2025)

Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning. - Guillermo Iglesias; Héctor D. Menéndez 001; Edgar Talavera (Comput. Biol. Medicine, 2025)