Publications

Journals

All publications can be found in the following academic databases:

• Google Scholar.
• Scopus.
• Web of Science.
• UNED Researcher.
• UNED Professor.

Last 10-papers:

• 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).
• Wilmer Guzman-Vilca, Manuel Castillo-Cara et al. Estimating salt consumption in 49 low- and middle-income countries: Development, validation and application of a machine learning model. eLife. 2022. DOI: 10.7554/eLife.72930. (IF: 7.7, Q1 – SJR: 4.25, Q1).
• 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).

Chapters and Books

• Hancco et al. Cost-Effective Advanced Remote Diagnostics of Sucker Rod Pumping Wells From Dynamometric Charts: A Deep Learning Approach. Sustainability Applied to Unconventional Oil and Gas Field Exploration and Development. IGI Global. 2024. DOI: 10.4018/979-8-3693-0740-3.ch009.
• Manuel Castillo-Cara. GeoGebra en el Aula. Aplicaciones Matemáticas aplicadas al aula con GeoGebra. Número de asiento registral: 04/2023/802. ISBN: 9798379088873. Ed.: Amazon. Link.

Software copyrights:

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

Patents

• Dispositivo electrónico que se fija en el cuerpo para seguimiento y localización de personas o animales; con sensores de posicionamiento y rastreo, transmisión de datos y optimización de energía e información. Expediente: 002758-2016/DIN. Resolución: 000417-2019/DIN-INDECOPI. Título N.º: 1151. Perú. 2019. (Otorgada).

International Tutorials

• Improving Deep Learning by Exploiting Synthetic Images. 27th European Conference on Artificial Intelligence (ECAI). 2024. Link. Materials. (Core 2023 - Rank A).

International Competitions

• P. Inocente, C. Calixtro, A. Chira, Z. Salcedo, M. Vera, F. Castro and M. Castillo-Cara. Robot with autonomous navigation using fuzzy logic and smart vision – Team CTIC-UNI. 3er Place. IEEE OPEN XVIII Latin American Robotics Competition (LARC/CBR). Brasil. 2019.
• T. Tabuchi, L. Leon, A.Carrillo, B. Arotoma, M. Capcha, L.Carrion and M. Castillo-Cara. Fast and accurate robot for moving small containers for the OPEN LARC 2018 – Team CTIC-UNI. 3er Place. IEEE OPEN XVII Latin American Robotics Competition (LARC/CBR). Brasil. 2018.

Technical Reports

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

International Congress

• Rodrigo M. Carrillo-Larco, Wilmer Cristobal Guzman-Vilca, Manuel Castillo-Cara 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., Tenorio-Trigoso, A., Castillo-Cara, M. Identification of risk zones for road safety through unsupervised learning algorithms. 16Th International Multi-Conference for Engineering, Education, and Technology (LACCEI). Perú. 2018. DOI:10.18687/laccei2018.1.1.413.
• Jesús Lovón-Melgarejo, Manuel Castillo-Cara et al. Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 Beacons. 4th IEEE Latin American Conference on Computational Intelligence (LA-CCI). Perú. 2017. DOI: 10.1109/LA-CCI.2017.8285716. (SJR: 0.12).
• Gusseppe Bravo Rocca, Manuel Castillo-Cara et al. Citizen security using Machine Learning algorithms through Open Data. 8th IEEE Latin-American Conference on Communications (LATINCOM). Colombia. 2016. DOI: 10.1109/LATINCOM.2016.7811562. (SJR: 0.22).
• Castillo-Cara, Manuel et al. Ray: Smart indoor/outdoor routes for the blind using Bluetooth 4.0 BLE. Procedia Computer Science - 7th International Conference on Ambient Systems, Networks and Technologies (ANT). 2016. DOI: 10.1016/j.prcocs.2016.04.153. (SJR: 0.258).