Ph.D. Manuel Castillo-Cara

Ph.D. Manuel Castillo-Cara

Professor / researcher at Universidad Nacional de Educación a Distancia (UNED) - Spain. Research lines: Indoor localisation, Distributed Computing, Pattern Recognition and Artificial Intelligence.

📄 Publications

📖 Scientific databases

🔍 Last 10 Journal Scientific Articles

  • Manuel Castillo-Cara, et al. MIMO-Based Indoor Localisation with Hybrid Neural Networks: Leveraging Synthetic Images from Tidy Data for Enhanced Deep Learning. IEEE Journal of Selected Topics in Signal Processing. DOI: 10.1109/JSTSP.2025.3555067. (IF: 8.7 , Q1 – SJR: 3.82, Q1).
  • Eduardo Yauri-Lozano, Manuel Castillo-Cara et al. Generative Adversarial Networks for Text-to-Face Synthesis & Generation: A Quantitative-Qualitative Analysis of Natural Language Processing Encoders for Spanish. Information Processing & Management. 2024. DOI: 10.1016/j.ipm.2024.103667. (IF: 7.4, Q1 – SJR: 2.13, Q1).
  • Edgar Huaranga-Junco, Salvador González-Gerpe, Manuel Castillo-Cara et al. From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability. Future Generation Computer Systems. 2024. DOI: 10.1016/j.future.2024.05.001. (IF: 6.2, Q1 – SJR: 1.95, Q1).
  • Michael Vera, Kewin Cuadros, Manuel Castillo-Cara et al. BeeGOns!: A Wireless Sensor Node for Fog-Computing based Smart City Platforms. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2024. DOI: 10.1109/TCAD.2023.3305575.(IF: 2.7, Q2 – SJR: 0.96, Q1).
  • Rodrigo M. Carrillo Larco, Gusseppe Bravo-Rocca, Manuel Castillo-Cara et al. A multimodal approach using fundus images and text meta-data in a machine learning classifier with embeddings to predict years with self-reported diabetes – an exploratory analysis. Primary Care Diabetes. 2024. DOI: 10.1016/j.pcd.2024.04.002.(IF: 2.6, Q2 – SJR: 0.79, Q1).
  • Reewos Talla-Chumpitaz, Manuel Castillo-Cara et al. A Novel Deep Learning Approach using Blurring Image Techniques for Bluetooth-based Indoor Localisation. Information Fusion. 2023. DOI: 10.1016/j.inffus.2022.10.011. (IF: 14.7, Q1 – SJR: 5.65, Q1)
  • Manuel Castillo-Cara et al. TINTO: Converting Tidy Data into Image for Classification with 2-Dimensional Convolutional Neural Networks. SoftwareX. 2023. DOI: 10.1016/j.softx.2023.1013911. (IF: 2.4, Q2 – SJR: 0.54, Q2).
  • Alonso Tenorio-Trigoso, Manuel Castillo-Cara et al. An Analysis of Computational Resources of Event-Driven Streaming Data Flow for Internet of Things: A case study. The Computer Journal. 2023. DOI: 10.1093/comjnl/bxab143. (IF: 1.76, Q3 – SJR: 0.42, Q2).
  • Luis Vasquez-Espinoza, Manuel Castillo-Cara and Luis Orozco-Barbosa. On the Relevance of the Metadata used in the Semantic Segmentation of Indoor Image Spaces. Expert Systems with Applications. 2021. DOI: 10.1016/j.eswa.2021.115486. (IF: 8.67, Q1 – SJR: 2.07, Q1).
  • Giovanny Mondragón-Ruiz, Alonso Tenorio-Trigoso, Manuel Castillo-Cara et al. An Experimental Study of Fog and Cloud Computing in CEP-based Real-Time IoT Applications. Journal of Cloud Computing. 2021. DOI: 10.1186/s13677-021-00245-7. (IF: 3.42, Q2 – SJR: 1.05, Q1).

📚 Books and chapters

  • Book: Manuel Castillo-Cara. GeoGebra en el Aula. Aplicaciones Matemáticas aplicadas al aula con GeoGebra.
    📖 ISBN: 9798379088873, Ed. Amazon. 📕 Ver libro.
  • Chapter: Hancco et al. Cost-Effective Advanced Remote Diagnostics of Sucker Rod Pumping Wells From Dynamometric Charts: A Deep Learning Approach. IGI Global, 2024. DOI: 10.4018/979-8-3693-0740-3.ch009
  • Chapter: Manuel Castillo-Cara. Combating Multipath Fading in Indoor Positioning with Asynchronous Power Transmission Techniques. COST Action INTERACT WG2 Whitepaper. COST CA20120 INTERACT Working Group 2 (Signal Processing and Localisation). 2024. Link.

💻 Software copy rights

  • TINTORERA – Manuel Castillo-Cara y Raúl García Castro. Registro Propiedad Intelectual: 16/2023/4624
  • TINTORETTO – Manuel Castillo-Cara y Raúl García Castro. Registro Propiedad Intelectual: 16/2023/5491

🏅 Patents

  • Dispositivo electrónico para seguimiento y localización de personas o animales. Expediente: 002758-2016/DIN. Resolución: 000417-2019/DIN-INDECOPI. Título N.º: 1151, Perú, 2019.

🎓 International Tutorials

  • Improving Deep Learning by Exploiting Synthetic Images. 27th European Conference on Artificial Intelligence (ECAI), 2024
    Link al evento | 📂 Materiales

🏆 International Competitions

  • 3th postion – IEEE OPEN XVIII Latin American Robotics Competition (LARC/CBR). Robot with autonomous navigation using fuzzy logic and intelligent vision.
  • 3th postion – IEEE OPEN XVII Latin American Robotics Competition (LARC/CBR). Fast and precise robot for moving small containers.

📜 Technical reports

  • Principles and recommendations to make data.europa.eu data more reusable. European Data Portal, Publications Office of the European Union, 2022
    DOI: 10.2830/9342

🌍 Congress

  • Rodrigo M. Carrillo-Larco et al. Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality. 2022 Annual Meeting of the American College of Epidemiology, USA, 2022. DOI: 10.1016/j.annepidem.2022.08.036
  • Lovón-Melgarejo, J. et al. 16Th International Multi-Conference for Engineering, Education, and Technology (LACCEI), Perú, 2018.
    DOI: 10.18687/laccei2018.1.1.413
  • Gusseppe Bravo Rocca et al. 8th IEEE Latin-American Conference on Communications (LATINCOM), Colombia, 2016. DOI: 10.1109/LATINCOM.2016.7811562