David García Retuerta

@usal.es

PhD student, Computer Engineering
BISITE Research Group



                 

https://researchid.co/davidai

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.

327

Scholar Citations

9

Scholar h-index

9

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Challenges and perspectives in LMD: comparative study and intelligent mobility proposal
    D Garca-Retuerta
    arXiv preprint arXiv:2308.14025 2023

  • 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

  • Deep Learning for Computer Vision in Smart Cities
    D Garca Retuerta
    2022

  • Gamification Proposal of an Improved Energy Saving System for Smart Homes
    D Garca-Retuerta, JM Corchado
    Sustainable Smart Cities and Territories, 315-317 2022

  • Enhanced Cybersecurity in Smart Cities: Integration Methods of OPC UA and Suricata
    D Garca-Retuerta, R Casado-Vara, J Prieto
    Sustainable Smart Cities and Territories, 61-67 2022

  • Transfer learning for arthropodous identification and its use in the transmitted disease diagnostic
    D Garcia-Retuerta, R Casado-Vara, S Rodrguez
    International Conference on Practical Applications of Agents and Multi-Agent 2021

  • A reputation score proposal for online video platforms
    D Garca-Retuerta, R Casado-Vara, D Valdeolmillos, JM Corchado
    EPIA Conference on Artificial Intelligence, 255-265 2021

  • Anlisis predictivo efectivo en centros de datos: una solucin basada en inteligencia artificial
    JMC David Garcia Retuerta, Roberto Casado-Vara
    XIX CONFERENCIA DE LA ASOCIACIN ESPAOLA PARA LA INTELIGENCIA ARTIFICIAL 2021

  • Reputation system for increased engagement in public transport oriented-applications
    D Garca-Retuerta, A Rivas, J Guisado-Gmez, E Antoniou, P Chamoso
    Electronics 10 (9), 1070 2021

  • An efficient management platform for developing smart cities: Solution for real-time and future crowd detection
    D Garcia-Retuerta, P Chamoso, G Hernndez, ASR Guzmn, ...
    Electronics 10 (7), 765 2021

  • Reputation System for Increased Engagement in Public Transport Oriented-Applications. Electronics 2021, 10, 1070
    D Garca-Retuerta, A Rivas, J Guisado-Gmez, E Antoniou, P Chamoso
    Advances in Public Transport Platform for the Development of Sustainability 2021

  • Deepint. net: a rapid deployment platform for smart territories
    JM Corchado, P Chamoso, G Hernndez, ASR Gutierrez, AR Camacho, ...
    Sensors 21 (1), 236 2021

  • Clifford algebras: A proposal towards improved image recognition in machine learning
    D Garca-Retuerta
    Ambient Intelligence–Software and Applications: 11th International Symposium 2021

  • Reputation algorithm for users and activities in a public transport oriented application
    D Garca-Retuerta, A Rivas, J Guisado-Gmez, E Antoniou, P Chamoso, ...
    Ambient Intelligence–Software and Applications: 11th International Symposium 2021

  • Predictive Maintenance Proposal for Server Infrastructures
    D Garca-Retuerta
    Distributed Computing and Artificial Intelligence, Special Sessions, 17th 2021

  • Deep learning for house categorisation, a proposal towards automation in land registry
    D Garcia-Retuerta, R Casado-Vara, JL Calvo-Rolle, H Quintin, J Prieto
    International Conference on Hybrid Artificial Intelligence Systems, 698-705 2020

  • Quaternion neural networks: state-of-the-art and research challenges
    D Garca-Retuerta, R Casado-Vara, A Martin-del Rey, F De la Prieta, ...
    International Conference on Intelligent Data Engineering and Automated 2020

  • Demand control ventilation strategy by tracing the radon concentration in smart buildings
    R Casado-Vara, D Garca-Retuerta, Bartolom, E Jove, JL Calvo-Rolle, ...
    International Workshop on Soft Computing Models in Industrial and 2020

  • AI-Based Proposal for Epileptic Seizure Prediction in Real-Time
    D Garca-Retuerta
    International Symposium on Ambient Intelligence, 289-292 2020

  • Bidirectional-pass algorithm for interictal event detection
    D Garca-Retuerta, A Canal-Alonso, R Casado-Vara, AM Rey, G Panuccio, ...
    International Conference on Practical Applications of Computational Biology 2020

MOST CITED SCHOLAR PUBLICATIONS

  • Deepint. net: a rapid deployment platform for smart territories
    JM Corchado, P Chamoso, G Hernndez, ASR Gutierrez, AR Camacho, ...
    Sensors 21 (1), 236 2021
    Citations: 67

  • An efficient management platform for developing smart cities: Solution for real-time and future crowd detection
    D Garcia-Retuerta, P Chamoso, G Hernndez, ASR Guzmn, ...
    Electronics 10 (7), 765 2021
    Citations: 47

  • Bidirectional-pass algorithm for interictal event detection
    D Garca-Retuerta, A Canal-Alonso, R Casado-Vara, AM Rey, G Panuccio, ...
    International Conference on Practical Applications of Computational Biology 2020
    Citations: 38

  • Quaternion neural networks: state-of-the-art and research challenges
    D Garca-Retuerta, R Casado-Vara, A Martin-del Rey, F De la Prieta, ...
    International Conference on Intelligent Data Engineering and Automated 2020
    Citations: 35

  • Counter-terrorism video analysis using hash-based algorithms
    D Garca-Retuerta, Bartolom, P Chamoso, JM Corchado
    Algorithms 12 (5), 110 2019
    Citations: 33

  • Original content verification using hash-based video analysis
    D Garca-Retuerta, Bartolom, P Chamoso, JM Corchado, ...
    Ambient Intelligence–Software and Applications–, 10th International 2020
    Citations: 22

  • Demand control ventilation strategy by tracing the radon concentration in smart buildings
    R Casado-Vara, D Garca-Retuerta, Bartolom, E Jove, JL Calvo-Rolle, ...
    International Workshop on Soft Computing Models in Industrial and 2020
    Citations: 21

  • Profile generation system using artificial intelligence for information recovery and analysis
    P Chamoso, Bartolom, D Garca‑Retuerta, J Prieto, F De La Prieta
    Journal of Ambient Intelligence and Humanized Computing 2020
    Citations: 14

  • Design of an AI-based workflow-guiding system for stratified sampling
    G Hernndez, D Garca-Retuerta, P Chamoso, A Rivas
    Ambient Intelligence–Software and Applications–, 10th International 2020
    Citations: 10

  • Gamification Proposal of an Improved Energy Saving System for Smart Homes
    D Garca-Retuerta, JM Corchado
    Sustainable Smart Cities and Territories, 315-317 2022
    Citations: 8

  • Internet data extraction and analysis for profile generation
    Bartolom, D Garca-Retuerta, F Pinto-Santos, P Chamoso
    Ambient Intelligence–Software and Applications–, 10th International 2020
    Citations: 8

  • A reputation score proposal for online video platforms
    D Garca-Retuerta, R Casado-Vara, D Valdeolmillos, JM Corchado
    EPIA Conference on Artificial Intelligence, 255-265 2021
    Citations: 6

  • Reputation system for increased engagement in public transport oriented-applications
    D Garca-Retuerta, A Rivas, J Guisado-Gmez, E Antoniou, P Chamoso
    Electronics 10 (9), 1070 2021
    Citations: 4

  • Clifford algebras: A proposal towards improved image recognition in machine learning
    D Garca-Retuerta
    Ambient Intelligence–Software and Applications: 11th International Symposium 2021
    Citations: 4

  • Transfer learning for arthropodous identification and its use in the transmitted disease diagnostic
    D Garcia-Retuerta, R Casado-Vara, S Rodrguez
    International Conference on Practical Applications of Agents and Multi-Agent 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 Quintin, J Prieto
    International Conference on Hybrid Artificial Intelligence Systems, 698-705 2020
    Citations: 2

  • Enhanced Cybersecurity in Smart Cities: Integration Methods of OPC UA and Suricata
    D Garca-Retuerta, R Casado-Vara, J Prieto
    Sustainable Smart Cities and Territories, 61-67 2022
    Citations: 1

  • Reputation algorithm for users and activities in a public transport oriented application
    D Garca-Retuerta, A Rivas, J Guisado-Gmez, E Antoniou, P Chamoso, ...
    Ambient Intelligence–Software and Applications: 11th International Symposium 2021
    Citations: 1

  • Predictive Maintenance Proposal for Server Infrastructures
    D Garca-Retuerta
    Distributed Computing and Artificial Intelligence, Special Sessions, 17th 2021
    Citations: 1

  • AI-Based Proposal for Epileptic Seizure Prediction in Real-Time
    D Garca-Retuerta
    International Symposium on Ambient Intelligence, 289-292 2020
    Citations: 1