Título	Autores	Año
Evolutionary deep learning for computer vision and image processing	H Al-Sahaf, P Mesejo, Y Bi, M Zhang.	2024
Information fusion for infant age estimation from deciduous teeth using machine learning	P Martínez‐Moreno, A Valsecchi, S Damas, J Irurita, P Mesejo.	2024
ExplainLFS: Explaining neural architectures for similarity learning from local perturbations in the latent feature space	M Bello, P Costa, G Nápoles, P Mesejo, Ó Cordón.	2024
Evidence evaluation in craniofacial superimposition using likelihood ratios	P Martínez-Moreno, A Valsecchi, P Mesejo, Ó Ibáñez, S Damas.	2024
Method for identifying bone images	ÓD Gómez López, Ó Ibáñez Panizo, P Mesejo, Ó Cordón, S Damas, ....	2024
The level of strength of an explanation: A quantitative evaluation technique for post-hoc XAI methods	M Bello, R Amador, MM García, J Del Ser, P Mesejo, Ó Cordón.	2024
Unveiling Agents’ Confidence in Opinion Dynamics Models via Graph Neural Networks	VA Vargas-Pérez, J Giráldez-Cru, P Mesejo, O Cordón.	2024
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems	C Núñez-Molina, P Mesejo, J Fernández-Olivares.	2023
A Survey on Semi-Supervised Semantic Segmentation	A Peláez-Vegas, P Mesejo, J Luengo.	2023
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making	C Núñez-Molina, P Mesejo, J Fernández-Olivares.	2023
Exploring the trade-off between performance and annotation complexity in semantic segmentation	M Fernández-Moreno, B Lei, EA Holm, P Mesejo, R Moreno.	2023
Cascade of convolutional models for few-shot automatic cephalometric landmarks localization	G Gomez-Trenado, P Mesejo, O Cordon.	2023
Skeleton-ID: AI-driven Human Identification	A Valsecchi, O Gómez, A González, M Macías, M De Dios, M Panizo, ....	2023
Towards a Unified Framework for Sequential Decision Making	C Núnez-Molina, P Mesejo, J Fernandez-Olivares.	2023
Evaluating artificial intelligence for comparative radiography	Ó Gómez, P Mesejo, Ó Ibáñez, A Valsecchi, E Bermejo, A Cerezo, J Pérez, ....	2023
On Using Admissible Bounds for Learning Forward Search Heuristics	C Núñez-Molina, M Asai, J Fernandez-Olivares, P Mesejo.	2023
Custom Structure Preservation in Face Aging	G Gomez-Trenado, S Lathuilière, P Mesejo, Ó Cordón.	2022
On the Performance of Deep Generative Models of Realistic SAT Instances	I Garzón, P Mesejo, J Giráldez-Cru.	2022
FacialSCDnet: A deep learning approach for the estimation of subject-to-camera distance in facial photographs	E Bermejo, E Fernandez-Blanco, A Valsecchi, P Mesejo, O Ibáñez, ....	2022
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends	Y Bi, B Xue, P Mesejo, S Cagnoni, M Zhang.	2022
Deep reinforcement learning in agent-based simulations for optimal media planning	VA Vargas-Pérez, P Mesejo, M Chica, Ó Cordón.	2022
Employing deep learning for sex estimation of adult individuals using 2D images of the humerus	J Venema, D Peula, J Irurita, P Mesejo.	2022
A Proposal to Generate Planning Problems with Graph Neural Networks	C Núnez-Molina, P Mesejo, J Fernández-Olivares.	2022
A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges	J Luengo, R Moreno, I Sevillano, D Charte, A Peláez-Vegas, ....	2021
Deep architectures for the segmentation of frontal sinuses in X-Ray images: towards an automatic forensic identification system in comparative radiography	Ó Gómez, P Mesejo, Ó Ibáñez, Ó Cordón.	2021
Herramientas de gamificación para la enseñanza de técnicas de búsqueda heurística en entornos dinámicos	J Giráldez-Cru, P Mesejo, JÁ Segura, J Fernández-Olivares, A González.	2021
Automatic landmark annotation in 3D surface scans of skulls: methodological proposal and reliability study	E Bermejo, K Taniguchi, Y Ogawa, R Martos, A Valsecchi, P Mesejo, ....	2021
Analysis of the performance of machine learning and deep learning methods for sex estimation of infant individuals from the analysis of 2D images of the ilium	RF Ortega, J Irurita, EJE Campo, P Mesejo.	2021
Automatic segmentation of skeletal structures in X-ray images using deep learning for comparative radiography	Ó Gómez, P Mesejo, Ó Ibáñez.	2021
Preface to" Applications of evolutionary computation"	PA Castillo, JLJ Laredo, G Iacca, D Bucur, C Cotta, P Fernandez, ....	2021
A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-Based Forensic Human Identification	P Mesejo, R Martos, Ó Ibáñez, J Novo, M Ortega.	2020
A real-coded evolutionary algorithm-based registration approach for forensic identification using the radiographic comparison of frontal sinuses	Ó Gómez, P Mesejo, Ó Ibáñez, A Valsecchi, Ó Cordón.	2020
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset	S Guy, S Lathuilière, P Mesejo, R Horaud.	2020
A comprehensive analysis of deep regression	S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud.	2019
Neural network based reinforcement learning for audio–visual gaze control in human–robot interaction	S Lathuilière, B Massé, P Mesejo, R Horaud.	2019
Understanding priors in Bayesian neural networks at the unit level	M Vladimirova, J Verbeek, P Mesejo, J Arbel.	2019
Age estimation in forensic anthropology: methodological considerations about the validation studies of prediction models	A Valsecchi, JI Olivares, P Mesejo.	2019
Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View	B Massé, S Lathuilière, P Mesejo, R Horaud.	2019
Deep architectures for high-resolution multi-organ chest X-ray image segmentation	O Gómez, P Mesejo, O Ibáñez, A Valsecchi, O Cordón.	2019
Bayesian neural networks become heavier-tailed with depth	M Vladimirova, J Arbel, P Mesejo.	2018
Bayesian neural networks increasingly sparsify their units with depth	M Vladimirova, J Arbel, P Mesejo.	2018
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model	S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud.	2018
Bayesian neural network priors at the level of units	M Vladimirova, J Arbel, P Mesejo.	2018
Deep Reinforcement Learning for Audio-Visual Gaze Control	S Lathuilière, B Massé, P Mesejo, R Horaud.	2018
Deep mixture of linear inverse regressions applied to head-pose estimation	S Lathuilière, R Juge, P Mesejo, R Munoz-Salinas, R Horaud.	2017
Neural Network Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction	S Lathuilière, B Massé, P Mesejo, R Horaud.	2017
A Survey on Image Segmentation using Metaheuristic-based Deformable Models: State of the Art and Critical Analysis	P Mesejo, O Ibáñez, O Cordón, S Cagnoni.	2016
Computer-Aided Classification of Gastrointestinal Lesions in Regular Colonoscopy	P Mesejo, D Pizarro, A Abergel, O Rouquette, S Beorchia, L Poincloux, ....	2016
A differential evolution-based approach for fitting a nonlinear biophysical model to fMRI BOLD data	P Mesejo, S Saillet, O David, C Bénar, J Warnking, F Forbes.	2016
Biomedical image segmentation using geometric deformable models and metaheuristics	P Mesejo, A Valsecchi, L Marrakchi-Kacem, S Cagnoni, S Damas.	2015
Artificial neuron–glia networks learning approach based on cooperative coevolution	P Mesejo, O Ibánez, E Fernández-Blanco, F Cedrón, A Pazos, ....	2015
Estimating biophysical parameters from BOLD signals through evolutionary-based optimization	P Mesejo, S Saillet, O David, C Bénar, JM Warnking, F Forbes.	2015
An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions	T Collins, P Mesejo, A Bartoli.	2014
Automatic evolutionary medical image segmentation using deformable models	A Valsecchi, P Mesejo, L Marrakchi-Kacem, S Cagnoni, S Damas.	2014
Automatic segmentation of anatomical structures using deformable models and bio-inspired/soft computing	P Mesejo Santiago.	2014
Texture Classification of Proteins using Support Vector Machines and Bio-Inspired Metaheuristics	C Fernandez-Lozano, JA Seoane Fernández, P Mesejo, YSG Nashed, ....	2014
Particle swarm optimization and differential evolution for model-based object detection	R Ugolotti, YSG Nashed, P Mesejo, ŠP Ivekovič, L Mussi, S Cagnoni.	2013
Automatic hippocampus localization in histological images using Differential Evolution-based deformable models	P Mesejo, R Ugolotti, F Di Cunto, M Giacobini, S Cagnoni.	2013
Visual search of neuropil-enriched RNAs from brain in situ hybridization data through the image analysis pipeline Hippo-ATESC	R Ugolotti, P Mesejo, S Zongaro, B Bardoni, G Berto, F Bianchi, I Molineris, ....	2013
Algorithm configuration using GPU-based metaheuristics	R Ugolotti, YSG Nashed, P Mesejo, S Cagnoni.	2013
Segmentation of histological images using a metaheuristic-based level set approach	P Mesejo, S Cagnoni, A Costalunga, D Valeriani.	2013
An experimental study on the automatic segmentation of in situ hybridization-derived images	P Mesejo, S Cagnoni.	2013
GPU-based Automatic Configuration of Differential Evolution: a case study	R Ugolotti, P Mesejo, YSG Nashed, S Cagnoni.	2013
2D-page texture classification using support vector machines and genetic algorithms: A hybrid approach for texture image analysis	C Fernandez-Lozano, JA Seoane, P Mesejo, YSG Nashed, S Cagnoni, ....	2013
2D-page texture classification using support vector machines and genetic algorithms an hybrid approach for texture image analysis	CF Lozano, JA Seoane, P Mesejo, YSG Nashed, S Cagnoni, J Dorado.	2013
libCudaOptimize: an open source library of GPU-based metaheuristics	YSG Nashed, R Ugolotti, P Mesejo, S Cagnoni.	2012
Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest	P Mesejo, R Ugolotti, S Cagnoni, F Di Cunto, M Giacobini.	2012
A comparative study of three GPU-based metaheuristics	YSG Nashed, P Mesejo, R Ugolotti, J Dubois-Lacoste, S Cagnoni.	2012
First results and future developments of the MIBISOC Project in the IBISlab of the University of Parma	S Cagnoni, O Cordón, P Mesejo, YSG Nashed, R Ugolotti.	2012
Optimización mediante Computación Evolutiva de la interacción Neurona-Astrocito en Redes Neurogliales Artificiales	F Romero-Porta, P Mesejo, O Ibáñez, AB Porto-Pazos.	2012
Artificial astrocytes improve neural network performance	AB Porto-Pazos, N Veiguela, P Mesejo, M Navarrete, A Alvarellos, ....	2011
Automatic hippocampus localization in histological images using PSO-based deformable models	R Ugolotti, P Mesejo, S Cagnoni, M Giacobini, F Di Cunto.	2011
Swarm intelligence techniques for image analysis and pattern recognition	S Cagnoni, M Mordonini, PM Santiago, L Mussi, Y Nashed, R Ugolotti.	2010
2D-PAGE Analysis Using Evolutionary Computation	P Mesejo, E Fernández-Blanco, D Martínez-Feijóo, FJ Blanco.	2009
2D-PAGE image analysis using evolutionary computation	P Mesejo, E Fernández-Blanco, JA Seoane Fernández, C Ruiz Romero, ....	2008
Diagnóstico por Imagen en Reumatología: de la Imagen Radiológica a la Imagen Molecular	JA Seoane Fernández, P Mesejo, C Ruiz Romero, J Dorado, A Pazos, ....	2007