Guillermo Iglesias

11 papers C 3Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Chest X-ray deep learning comparative diagnosis using visual and semantic similarity with variational autoencoders.
Biomed. Signal Process. Control.
Guillermo Iglesias, Edgar Talavera, Jesús Troya
2025 J jnl
Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning.
Comput. Biol. Medicine
Guillermo Iglesias, Héctor D. Menéndez, Edgar Talavera
2025 C conf
Search-Based Negative Prompt Optimisation for Text-to-Image Generation.
EvoMUSART
Guillermo Iglesias, Mar Zamorano, Federica Sarro
2024 J jnl
Artificial intelligence model for tumoral clinical decision support systems.
Comput. Methods Programs Biomed.
Guillermo Iglesias, Edgar Talavera, Jesús Troya, Alberto Díaz-Álvarez, Miguel García-Remesal
2024 C conf
Binary Classification Optimisation with AI-Generated Data.
ICTSS
Manuel Jesús Cerezo Mazón, Ricardo Moya García, Ekaitz Arriola García, Miguel Herencia García del Castillo, Guillermo Iglesias
2023 J jnl
A survey on GANs for computer vision: Recent research, analysis and taxonomy.
Comput. Sci. Rev.
Guillermo Iglesias, Edgar Talavera, Alberto Díaz-Álvarez
2023 J jnl
Data Augmentation techniques in time series domain: a survey and taxonomy.
Neural Comput. Appl.
Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
2023 J jnl
MOC-AE: An Anatomically-Pathological-Based model for Clinical Decision Support System of tumoural brain images.
CoRR
Guillermo Iglesias, Edgar Talavera, Alberto Díaz-Álvarez, Miguel Gracía-Remesal
2022 J jnl
A survey on GANs for computer vision: Recent research, analysis and taxonomy.
CoRR
Guillermo Iglesias, Edgar Talavera, Alberto Díaz-Álvarez
2022 J jnl
Data Augmentation techniques in time series domain: A survey and taxonomy.
CoRR
Edgar Talavera, Guillermo Iglesias, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
2021 C conf
Searching for initial parameters in cell colony spatial pattern generation.
ALIFE
Nicolás Araya, Guillermo Iglesias, P. Martín Gutiérrez