Graduated in Mathematics in 2018 by the University of Salamanca (Spain). Participation in Erasmus+ project in 2016-2017, he studied in the University of West Bohemia (Czech Republic). He also graduated in the Master's degree of Artificial intelligence by the International University of La Rioja (Spain). Currently, he is studying a Ph.D. candidate.
He worked in the AI consulting firm Artelnics as Data Scientst, and he is a researcher in BISITE group. He implements projects mainly related to Machine Learning and Big Data.
EDUCATION
Bachellor'd Degree in Mathematics by the University of Salamanca.
Master's degree of Artificial intelligence by the International University of La Rioja.
Ph.D. candidate in Computer Science.
RESEARCH INTERESTS
Machine Learning, Artificial Intelligence, Video processing.
403
Scholar Citations
9
Scholar h-index
9
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
The Artificial Intelligence Value Chain: Autonomy Strategies for Spain O García Retuerta, D García Retuerta IEEE 03/2026 , 2026 2026
Challenges and perspectives in LMD: comparative study and intelligent mobility proposal D García-Retuerta arXiv preprint arXiv:2308.14025 , 2023 2023 Citations: 1
PDAN Light: An Improved Attention Network for Action Detection D Garcia-Retuerta, B Dundua, M Dedabrishvili International Conference on Industrial, Engineering and Other Applications … , 2023 2023
Deep learning for computer vision in smart cities D García Retuerta 2022
Transfer learning for arthropodous identification and its use in the transmitted disease diagnostic D Garcia-Retuerta, R Casado-Vara, S Rodríguez International Conference on Practical Applications of Agents and Multi-Agent … , 2021 2021 Citations: 3
A reputation score proposal for online video platforms D García-Retuerta, R Casado-Vara, D Valdeolmillos, JM Corchado EPIA Conference on Artificial Intelligence, 255-265 , 2021 2021 Citations: 8
Análisis predictivo efectivo en centros de datos: una solución basada en inteligencia artificial JMC David Garcia Retuerta, Roberto Casado-Vara XIX CONFERENCIA DE LA ASOCIACIÓN ESPAÑOLA PARA LA INTELIGENCIA ARTIFICIAL … , 2021 2021
Enhanced Cybersecurity in Smart Cities: Integration Methods of OPC UA D García-Retuerta, R Casado-Vara, J Prieto Sustainable Smart Cities and Territories, 61 , 2021 2021
Reputation system for increased engagement in public transport oriented-applications D Garcia-Retuerta, A Rivas, J Guisado-Gamez, E Antoniou, P Chamoso Electronics 10 (9), 1070 , 2021 2021 Citations: 5
Gamification Proposal of an Improved Energy Saving System for Smart Homes D García-Retuerta, JM Corchado Sustainable Smart Cities and Territories International Conference, 315-317 , 2021 2021 Citations: 7
Enhanced cybersecurity in smart cities: integration methods of OPC UA and suricata D García-Retuerta, R Casado-Vara, J Prieto Sustainable Smart Cities and Territories International Conference, 61-67 , 2021 2021 Citations: 3
An efficient management platform for developing smart cities: Solution for real-time and future crowd detection D Garcia-Retuerta, P Chamoso, G Hernández, ASR Guzmán, ... Electronics 10 (7), 765 , 2021 2021 Citations: 74
Reputation System for Increased Engagement in Public Transport Oriented-Applications. Electronics 2021, 10, 1070 D García-Retuerta, A Rivas, J Guisado-Gámez, E Antoniou, P Chamoso Advances in Public Transport Platform for the Development of Sustainability … , 2021 2021
Deepint. net: A rapid deployment platform for smart territories JM Corchado, P Chamoso, G Hernández, ASR Gutierrez, AR Camacho, ... Sensors 21 (1), 236 , 2021 2021 Citations: 84
Deep learning for house categorisation, a proposal towards automation in land registry D Garcia-Retuerta, R Casado-Vara, JL Calvo-Rolle, H Quintián, J Prieto International Conference on Hybrid Artificial Intelligence Systems, 698-705 , 2020 2020 Citations: 3
Quaternion neural networks: State-of-the-art and research challenges D García-Retuerta, R Casado-Vara, A Martin-del Rey, F De la Prieta, ... International Conference on Intelligent Data Engineering and Automated … , 2020 2020 Citations: 47
AI-Based Proposal for Epileptic Seizure D García-Retuerta Ambient Intelligence–Software and Applications: 11th International Symposium … , 2020 2020
Demand control ventilation strategy by tracing the radon concentration in smart buildings R Casado-Vara, D García-Retuerta, Á Bartolomé, E Jove, JL Calvo-Rolle, ... International Workshop on Soft Computing Models in Industrial and … , 2020 2020 Citations: 21
Maintenance Proposal for Server Infrastructures D García-Retuerta Distributed Computing and Artificial Intelligence, Special Sessions, 17th … , 2020 2020
AI-Based Proposal for Epileptic Seizure Prediction in Real-Time D García-Retuerta International Symposium on Ambient Intelligence, 289-292 , 2020 2020 Citations: 1
MOST CITED SCHOLAR PUBLICATIONS
Deepint. net: A rapid deployment platform for smart territories JM Corchado, P Chamoso, G Hernández, ASR Gutierrez, AR Camacho, ... Sensors 21 (1), 236 , 2021 2021 Citations: 84
An efficient management platform for developing smart cities: Solution for real-time and future crowd detection D Garcia-Retuerta, P Chamoso, G Hernández, ASR Guzmán, ... Electronics 10 (7), 765 , 2021 2021 Citations: 74
Quaternion neural networks: State-of-the-art and research challenges D García-Retuerta, R Casado-Vara, A Martin-del Rey, F De la Prieta, ... International Conference on Intelligent Data Engineering and Automated … , 2020 2020 Citations: 47
Counter-terrorism video analysis using hash-based algorithms D García-Retuerta, Á Bartolomé, P Chamoso, JM Corchado Algorithms 12 (5), 110 , 2019 2019 Citations: 42
Bidirectional-pass algorithm for interictal event detection D García-Retuerta, A Canal-Alonso, R Casado-Vara, AM Rey, G Panuccio, ... International Conference on Practical Applications of Computational Biology … , 2020 2020 Citations: 36
Original content verification using hash-based video analysis D García-Retuerta, Á Bartolomé, P Chamoso, JM Corchado, ... International Symposium on Ambient Intelligence, 120-127 , 2019 2019 Citations: 23
Demand control ventilation strategy by tracing the radon concentration in smart buildings R Casado-Vara, D García-Retuerta, Á Bartolomé, E Jove, JL Calvo-Rolle, ... International Workshop on Soft Computing Models in Industrial and … , 2020 2020 Citations: 21
Profile generation system using artificial intelligence for information recovery and analysis P Chamoso, Á Bartolomé, D García‑Retuerta, J Prieto, F De La Prieta Journal of Ambient Intelligence and Humanized Computing , 2020 2020 Citations: 17
Design of an AI-based workflow-guiding system for stratified sampling G Hernández, D García-Retuerta, P Chamoso, A Rivas International Symposium on Ambient Intelligence, 105-111 , 2019 2019 Citations: 10
A reputation score proposal for online video platforms D García-Retuerta, R Casado-Vara, D Valdeolmillos, JM Corchado EPIA Conference on Artificial Intelligence, 255-265 , 2021 2021 Citations: 8
Internet data extraction and analysis for profile generation Á Bartolomé, D García-Retuerta, F Pinto-Santos, P Chamoso International Symposium on Ambient Intelligence, 112-119 , 2019 2019 Citations: 8
Gamification Proposal of an Improved Energy Saving System for Smart Homes D García-Retuerta, JM Corchado Sustainable Smart Cities and Territories International Conference, 315-317 , 2021 2021 Citations: 7
Reputation system for increased engagement in public transport oriented-applications D Garcia-Retuerta, A Rivas, J Guisado-Gamez, E Antoniou, P Chamoso Electronics 10 (9), 1070 , 2021 2021 Citations: 5
RETRACTED CHAPTER: Clifford Algebras: A Proposal Towards Improved Image Recognition in Machine Learning D García-Retuerta International Symposium on Ambient Intelligence, 258-261 , 2020 2020 Citations: 4
Transfer learning for arthropodous identification and its use in the transmitted disease diagnostic D Garcia-Retuerta, R Casado-Vara, S Rodríguez International Conference on Practical Applications of Agents and Multi-Agent … , 2021 2021 Citations: 3
Enhanced cybersecurity in smart cities: integration methods of OPC UA and suricata D García-Retuerta, R Casado-Vara, J Prieto Sustainable Smart Cities and Territories International Conference, 61-67 , 2021 2021 Citations: 3
Deep learning for house categorisation, a proposal towards automation in land registry D Garcia-Retuerta, R Casado-Vara, JL Calvo-Rolle, H Quintián, J Prieto International Conference on Hybrid Artificial Intelligence Systems, 698-705 , 2020 2020 Citations: 3
Inteligencia artificial para la asignación automática de categorías constructivas D García-Retuerta, RA Bondía, JP Tejedor, JM Corchado CT Catastro 94, 111-121 , 2018 2018 Citations: 3
RETRACTED CHAPTER: Predictive Maintenance Proposal for Server Infrastructures D García-Retuerta International Symposium on Distributed Computing and Artificial Intelligence … , 2020 2020 Citations: 2
Challenges and perspectives in LMD: comparative study and intelligent mobility proposal D García-Retuerta arXiv preprint arXiv:2308.14025 , 2023 2023 Citations: 1
