Alberto Nogales

29 papers Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LOCKED: A Dataset of Sociodemographic, Economic, Health and Living Features to Assess Mental Health Impact of the Spanish Lockdown during COVID-19. J. Data-centric Mach. Learn. Res. Alberto Nogales, Alfredo Guitian, Blanca Mellor-Marsá, Álvaro J. García-Tejedor
2025	J	`jnl`	Application of large language models in clinical record correction: a comprehensive study on various retraining methods. J. Am. Medical Informatics Assoc. Ana María Maitín, Alberto Nogales, Sergio Fernández-Rincón, Enrique Aranguren, Emilio Cervera-Barba, Sophia Denizon-Arranz, Alonso Mateos-Rodríguez, Álvaro J. García-Tejedor
2025	J	`jnl`	Benefits of Feature Extraction and Temporal Sequence Analysis for Video Frame Prediction: An Evaluation of Hybrid Deep Learning Models. CoRR Jose M. Sánchez Velázquez, Mingbo Cai, Andrew Coney, Álvaro J. García-Tejedor, Alberto Nogales
2025	J	`jnl`	Discovering the influence of personal features in psychological processes using Artificial Intelligence techniques: the case of COVID19 lockdown in Spain. CoRR Blanca Mellor-Marsá, Alfredo Guitian, Andrew Coney, Berta Padilla, Alberto Nogales
2025	J	`jnl`	Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach. J. Big Data Alberto Nogales, Diego Guadalupe, Álvaro J. García-Tejedor
2024	J	`jnl`	A systematic review of the application of deep learning techniques in the physiotherapeutic therapy of musculoskeletal pathologies. Comput. Biol. Medicine Alberto Nogales, Manuel Rodríguez-Aragón, Álvaro J. García-Tejedor
2024	J	`jnl`	Deep Learning for Describing Breast Ultrasound Images with BI-RADS Terms. J. Imaging Inform. Medicine Mikel Carrilero-Mardones, Manuela Parras-Jurado, Alberto Nogales, Jorge Pérez-Martín, Francisco Javier Díez
2024	J	`jnl`	Enhancing breast cancer diagnosis with deep learning and evolutionary algorithms: A comparison of approaches using different thermographic imaging treatments. Multim. Tools Appl. Alberto Nogales, Fernando Pérez-Lara, Álvaro J. García-Tejedor
2023	J	`jnl`	A Systematic Review of Electroencephalography Open Datasets and Their Usage With Deep Learning Models. IEEE Access Alberto Nogales, Álvaro J. García-Tejedor
2023	J	`jnl`	A deep learning framework for audio restoration using Convolutional/Deconvolutional Deep Autoencoders. Expert Syst. Appl. Alberto Nogales, Santiago Donaher, Álvaro J. García-Tejedor
2023	J	`jnl`	A domain categorisation of vocabularies based on a deep learning classifier. J. Inf. Sci. Alberto Nogales, Miguel-Ángel Sicilia, Álvaro J. García-Tejedor
2023	J	`jnl`	A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms. J. Intell. Inf. Syst. Alberto Nogales, Fernando Gallardo, Miguel Pajares, Javier Martinez Gamez, José Moreno, Álvaro J. García-Tejedor
2023	J	`jnl`	Discriminating and understanding brain states in children with epileptic spasms using deep learning and graph metrics analysis of brain connectivity. Comput. Methods Programs Biomed. Alberto Nogales, Álvaro J. García-Tejedor, Pedro Chazarra, Arturo Ugalde-Canitrot
2023	J	`jnl`	EEGraph: An open-source Python library for modeling electroencephalograms using graphs. Neurocomputing Ana María Maitín, Alberto Nogales, Pedro Chazarra, Álvaro José García-Tejedor
2022	J	`jnl`	An open-source Python library for self-organizing-maps. Softw. Impacts Álvaro José García-Tejedor, Alberto Nogales
2022	J	`jnl`	BERT Learns From Electroencephalograms About Parkinson's Disease: Transformer-Based Models for Aid Diagnosis. IEEE Access Alberto Nogales, Álvaro J. García-Tejedor, Ana María Maitín, Antonio D. Perez-Morales, María Dolores del Castillo Sobrino, Juan Pablo Romero
2022	J	`jnl`	GEMA: An open-source Python library for self-organizing-maps. CoRR Álvaro J. García-Tejedor, Alberto Nogales
2022	—	`conf`	How Do Thermography Colors Influence Breast Cancer Diagnosis? A Hybrid Model of Convolutional Networks with a Weighted Average Evolutionary Algorithm. IntelliSys (2) Alberto Nogales, Fernando Pérez-Lara, Javier Morales, Álvaro José García-Tejedor
2021	J	`jnl`	A survey of deep learning models in medical therapeutic areas. Artif. Intell. Medicine Alberto Nogales, Álvaro J. García-Tejedor, Diana Monge, Juan Serrano Vara, Cristina Anton
2021	J	`jnl`	ARQGAN: An evaluation of generative adversarial network approaches for automatic virtual inpainting restoration of Greek temples. Expert Syst. Appl. Alberto Nogales, Emilio Delgado-Martos, Ángel Melchor, Álvaro J. García-Tejedor
2020	J	`jnl`	A light method for data generation: a combination of Markov Chains and Word Embeddings. Proces. del Leng. Natural Eva Martínez Garcia, Alberto Nogales, Javier Morales, Álvaro J. García-Tejedor
2020	J	`jnl`	Food safety risk prediction with Deep Learning models using categorical embeddings on European Union data. CoRR Alberto Nogales, Rodrigo Díaz Morón, Álvaro J. García-Tejedor
2019	—	`conf`	Competencies in Higher Education: A Feature Analysis with Self-Organizing Maps. WSOM+ Alberto Nogales, Álvaro José García-Tejedor, Noemy Martín Sanz, Teresa de Dios Alija
2018	J	`jnl`	On the Graph Structure of the Web of Data. Int. J. Semantic Web Inf. Syst. Alberto Nogales, Miguel-Ángel Sicilia, Elena García-Barriocanal
2018	—	`conf`	Ontology Modeling of the Estonian Traffic Act for Self-driving Buses. SIMBig Alberto Nogales, Ermo Täks, Kuldar Taveter
2017	J	`jnl`	Measuring vocabulary use in the Linked Data Cloud. Online Inf. Rev. Alberto Nogales, Miguel-Ángel Sicilia-Urbán, Elena García-Barriocanal
2016	J	`jnl`	Linking from Schema.org microdata to the Web of Linked Data: An empirical assessment. Comput. Stand. Interfaces Alberto Nogales, Miguel-Ángel Sicilia, Salvador Sánchez-Alonso, Elena García-Barriocanal
2014	—	`conf`	Combining VIVO and Google Scholar Data as Sources for CERIF Linked Data: A Case in the Agricultural Domain. CRIS Alberto Nogales, Miguel-Ángel Sicilia, Brigitte Jörg
2013	—	`conf`	Exploring the Potential for Mapping Schema.org Microdata and the Web of Linked Data. MTSR Alberto Nogales, Miguel-Ángel Sicilia, Elena García-Barriocanal, Salvador Sánchez-Alonso