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ORCIDÁlvaro J. García-Tejedor
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- affiliation: Francisco de Vitoria University, CEIEC, Pozuelo de Alarcón, Spain
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2020 – today
- 2026
[j23]Emilio Delgado-Martos
, Nelson Montas-Laracuente, Carlos Pesqueira-Calvo, Giovanni Intra Sidola, Ana María Maitín, Alberto Nogales, Álvaro José García-Tejedor:
ARCHER: An integrated approach to artificial intelligence in the virtual reconstruction of architectural heritage. Digit. Appl. Archaeol. Cult. Heritage 41: 542 (2026)- [j22]Alberto Nogales, Alfredo Guitian, Blanca Mellor-Marsá, Álvaro J. García-Tejedor:
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. 3: (9):1-37 (2026) - [j21]Alberto Nogales, Jose M. Sánchez Velázquez, Mingbo Cai, Andrew Coney, Álvaro J. García-Tejedor:
Lightweight hybrid spatiotemporal deep learning models for video frame prediction: A comparative study across dataset complexities. Image Vis. Comput. 174: 106116 (2026) - 2025
- [j20]Ana María Maitín, Alberto Nogales, Sergio Fernández-Rincón, Enrique Aranguren, Emilio Cervera-Barba, Sophia Denizon-Arranz, Alonso Mateos-Rodríguez, Álvaro J. García-Tejedor:
Application of large language models in clinical record correction: a comprehensive study on various retraining methods. J. Am. Medical Informatics Assoc. 32(2): 341-348 (2025) - [j19]Alberto Nogales, Diego Guadalupe, Álvaro J. García-Tejedor:
Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach. J. Big Data 12(1): 141 (2025) - [j18]Ana María Maitín, Carlos Arranz-Luque, Emilio Alba, Álvaro J. García-Tejedor:
Application of natural language processing techniques to network traffic processing for classification using deep learning models. J. Big Data 12(1): 277 (2025) - [i3]Jose M. Sánchez Velázquez, Mingbo Cai, Andrew Coney, Álvaro J. García-Tejedor, Alberto Nogales:
Benefits of Feature Extraction and Temporal Sequence Analysis for Video Frame Prediction: An Evaluation of Hybrid Deep Learning Models. CoRR abs/2508.00898 (2025) - 2024
- [j17]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: 108082 (2024) - [j16]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): 42955-42971 (2024) - 2023
- [j15]Alberto Nogales, Álvaro J. García-Tejedor:
A Systematic Review of Electroencephalography Open Datasets and Their Usage With Deep Learning Models. IEEE Access 11: 72384-72399 (2023) - [j14]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: 107427 (2023) - [j13]Alberto Nogales, Santiago Donaher, Álvaro J. García-Tejedor:
A deep learning framework for audio restoration using Convolutional/Deconvolutional Deep Autoencoders. Expert Syst. Appl. 230: 120586 (2023) - [j12]Ana María Maitín, Alberto Nogales, Pedro Chazarra, Álvaro José García-Tejedor:
EEGraph: An open-source Python library for modeling electroencephalograms using graphs. Neurocomputing 519: 127-134 (2023) - [j11]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): 651-671 (2023) - [j10]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): 699-710 (2023) - 2022
- [j9]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: 101672-101682 (2022) - [j8]Álvaro José García-Tejedor, Alberto Nogales:
An open-source Python library for self-organizing-maps. Softw. Impacts 12: 100280 (2022) - [c9]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: 271-281 - [i2]Álvaro J. García-Tejedor, Alberto Nogales:
GEMA: An open-source Python library for self-organizing-maps. CoRR abs/2203.13190 (2022) - 2021
- [j7]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: 102020 (2021) - [j6]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: 115092 (2021) - 2020
- [j5]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: 85-92 (2020) - [i1]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 abs/2009.06704 (2020)
2010 – 2019
- 2019
- [j4]José Aguilar, Alberto Garces-Jimenez, Nuria Gallego-Salvador, José Antonio Gutiérrez de Mesa, José Manuel Gómez-Pulido, Álvaro José García-Tejedor:
Autonomic Management Architecture for Multi-HVAC Systems in Smart Buildings. IEEE Access 7: 123402-123415 (2019) - [j3]Ana R. Cano, Álvaro J. García-Tejedor, Cristina Alonso-Fernández, Baltasar Fernández-Manjón:
Game Analytics Evidence-Based Evaluation of a Learning Game for Intellectual Disabled Users. IEEE Access 7: 123820-123829 (2019) - [c8]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: 80-89 - 2018
- [j2]Ana R. Cano, Baltasar Fernández-Manjón, Álvaro J. García-Tejedor:
Using game learning analytics for validating the design of a learning game for adults with intellectual disabilities. Br. J. Educ. Technol. 49(4): 659-672 (2018) - 2016
- [c7]Ana R. Cano, Baltasar Fernández-Manjón, Álvaro J. García-Tejedor:
Downtown, a Subway Adventure: Using Learning Analytics to Improve the Development of a Learning Game for People with Intellectual Disabilities. ICALT 2016: 125-129 - [c6]Ana R. Cano, Baltasar Fernández-Manjón, Álvaro J. García-Tejedor:
GLAID: Designing a Game Learning Analytics Model to Analyze the Learning Process in Users with Intellectual Disabilities. SGAMES 2016: 45-52 - 2015
- [c5]Ana R. Cano, Álvaro J. García-Tejedor, Baltasar Fernández-Manjón:
A Literature Review of Serious Games for Intellectual Disabilities. EC-TEL 2015: 560-563 - [c4]Ana R. Cano, Álvaro J. García-Tejedor, Baltasar Fernández-Manjón:
Highlights in the Literature Available in Serious Games for Intellectual Disabilities. ICWL 2015: 95-108 - 2012
- [c3]Olga Peñalba, Antonio Cerezo, Alejo Silos, Álvaro J. García-Tejedor:
Q-BAT: A Customizable Videogame for Education. CSEDU (1) 2012: 364-367 - 2010
- [j1]Ricardo J. Rejas-Muslera, Álvaro J. García-Tejedor, Olga Peñalba Rodriguez:
Open Educational Resources in E-Learning: Standards and Environment. Int. J. Open Source Softw. Process. 2(4): 1-12 (2010)
2000 – 2009
- 2009
- [c2]Olga Peñalba, Álvaro J. García-Tejedor, Yolanda Cerezo, J. Andrés Álvarez:
A Tool for Time Management in the New European Higher Education System. CSEDU (1) 2009: 291-296
1990 – 1999
- 1995
- [c1]S. Lobo, Álvaro J. García-Tejedor, R. Rodríguez-Galán, Luis López, Ángel García-Crespo:
A Simplification of the Theory of Neural Groups Selection for Adaptive Control. ECAL 1995: 946-958
Coauthor Index
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