Alberto Nogales

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Breast Cancer Diagnosis

Weighted Average

Top Venues

Expert Syst. Appl.

Artif. Intell. Medicine

Publications

Alberto Nogales, Fernando Pérez-Lara, Álvaro J. García-Tejedor
Enhancing breast cancer diagnosis with deep learning and evolutionary algorithms: A comparison of approaches using different thermographic imaging treatments. Multim. Tools Appl. 83 (14) (2024)
Alberto Nogales, Manuel Rodríguez-Aragón, Álvaro J. García-Tejedor
A systematic review of the application of deep learning techniques in the physiotherapeutic therapy of musculoskeletal pathologies. Comput. Biol. Medicine 172 (2024)
Alberto Nogales, Santiago Donaher, Álvaro J. García-Tejedor
A deep learning framework for audio restoration using Convolutional/Deconvolutional Deep Autoencoders. Expert Syst. Appl. 230 (2023)
Alberto Nogales, Álvaro J. García-Tejedor, Pedro Chazarra, Arturo Ugalde-Canitrot
Discriminating and understanding brain states in children with epileptic spasms using deep learning and graph metrics analysis of brain connectivity. Comput. Methods Programs Biomed. 232 (2023)
Ana María Maitín, Alberto Nogales, Pedro Chazarra, Álvaro José García-Tejedor
EEGraph: An open-source Python library for modeling electroencephalograms using graphs. Neurocomputing 519 (2023)
Alberto Nogales, Álvaro J. García-Tejedor
A Systematic Review of Electroencephalography Open Datasets and Their Usage With Deep Learning Models. IEEE Access 11 (2023)
Alberto Nogales, Miguel-Ángel Sicilia, Álvaro J. García-Tejedor
A domain categorisation of vocabularies based on a deep learning classifier. J. Inf. Sci. 49 (3) (2023)
Alberto Nogales, Fernando Gallardo, Miguel Pajares, Javier Martinez Gamez, José Moreno, Álvaro J. García-Tejedor
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms. J. Intell. Inf. Syst. 61 (3) (2023)
Alberto Nogales, Álvaro J. García-Tejedor, Ana María Maitín, Antonio D. Perez-Morales, María Dolores del Castillo Sobrino, Juan Pablo Romero
BERT Learns From Electroencephalograms About Parkinson's Disease: Transformer-Based Models for Aid Diagnosis. IEEE Access 10 (2022)
Alberto Nogales, Fernando Pérez-Lara, Javier Morales, Álvaro José García-Tejedor
How Do Thermography Colors Influence Breast Cancer Diagnosis? A Hybrid Model of Convolutional Networks with a Weighted Average Evolutionary Algorithm. IntelliSys (2) (2022)
Álvaro José García-Tejedor, Alberto Nogales
An open-source Python library for self-organizing-maps. Softw. Impacts 12 (2022)
Álvaro J. García-Tejedor, Alberto Nogales
GEMA: An open-source Python library for self-organizing-maps. CoRR (2022)
Alberto Nogales, Álvaro J. García-Tejedor, Diana Monge, Juan Serrano Vara, Cristina Anton
A survey of deep learning models in medical therapeutic areas. Artif. Intell. Medicine 112 (2021)
Alberto Nogales, Emilio Delgado-Martos, Ángel Melchor, Álvaro J. García-Tejedor
ARQGAN: An evaluation of generative adversarial network approaches for automatic virtual inpainting restoration of Greek temples. Expert Syst. Appl. 180 (2021)
Eva Martínez Garcia, Alberto Nogales, Javier Morales, Álvaro J. García-Tejedor
A light method for data generation: a combination of Markov Chains and Word Embeddings. Proces. del Leng. Natural 64 (2020)
Alberto Nogales, Rodrigo Díaz Morón, Álvaro J. García-Tejedor
Food safety risk prediction with Deep Learning models using categorical embeddings on European Union data. CoRR (2020)
Alberto Nogales, Álvaro José García-Tejedor, Noemy Martín Sanz, Teresa de Dios Alija
Competencies in Higher Education: A Feature Analysis with Self-Organizing Maps. WSOM+ (2019)
Alberto Nogales, Ermo Täks, Kuldar Taveter
Ontology Modeling of the Estonian Traffic Act for Self-driving Buses. SIMBig (2018)
Alberto Nogales, Miguel-Ángel Sicilia, Elena García Barriocanal
On the Graph Structure of the Web of Data. Int. J. Semantic Web Inf. Syst. 14 (2) (2018)
Alberto Nogales, Miguel Ángel Sicilia Urbán, Elena García Barriocanal
Measuring vocabulary use in the Linked Data Cloud. Online Inf. Rev. 41 (2) (2017)
Alberto Nogales, Miguel-Ángel Sicilia, Salvador Sánchez-Alonso, Elena García Barriocanal
Linking from Schema.org microdata to the Web of Linked Data: An empirical assessment. Comput. Stand. Interfaces 45 (2016)
Alberto Nogales, Miguel-Ángel Sicilia, Brigitte Jörg
Combining VIVO and Google Scholar Data as Sources for CERIF Linked Data: A Case in the Agricultural Domain. CRIS (2014)
Alberto Nogales, Miguel-Ángel Sicilia, Elena García Barriocanal, Salvador Sánchez-Alonso
Exploring the Potential for Mapping Schema.org Microdata and the Web of Linked Data. MTSR (2013)