Publicaciones

• PUBLICACIONES EN LÍNEA Ir a Orcid

  Ir a Google Scholar

  Ir a Scopus

  Ir a Web Of Science

  Ir a Linkedin

  Ir a Research Gate

  Ir a página personal

• PUBLICACIONES EN REVISTAS - 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.2023.101391. (IF: 3.4,  Q2 – SJR: 0.57, Q2).
  - 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: 18.6,  Q1 – SJR: 4.76, Q1).  
  - 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).
  - Rodrigo Carrillo, Wilmer Guzman, Manuel Castillo-Cara et al. Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality: Unsupervised machine learning analysis of NHANES III. BMJ Open. 2022. DOI: 10.1136/bmjopen-2022-067203. (IF: 2.9,  Q2 – SJR: 1.06, Q1).
  - Rodrigo M. Carrillo-Larco, Manuel Castillo-Cara et al. Street images classification according to COVID-19 risk in Lima, Peru: A convolutional neural networks feasibility analysis. BMJ Open. 2022. DOI: 10.1136/bmjopen-2022-063411. (IF: 2.9,  Q2 – SJR: 1.06, 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).
  - 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. 2021. DOI: 10.1093/comjnl/bxab143. (IF: 1.76, Q3 – SJR: 0.42, Q2).
  - Rodrigo M. Carrillo-Larco, Manuel Castillo-Cara et al. Clusters of people with type 2 diabetes in the general population: Unsupervised machine learning approach using national surveys in Latin America and the Caribbean. BMJ Open Diabetes Research & Care. 2021. DOI: 10.1136/bmjdrc-2020-001889. (IF: 4.18, Q2 – SJR: 1.21, Q1).
  - Rodrigo M. Carrillo-Larco and Manuel Castillo-Cara. Using country-level variables to classify countries according to the number of confirmed COVID-19 cases: An unsupervised machine learning approach. Wellcome Open Research. 2020. DOI: 10.12688/wellcomeopenres.15819.3. (SJR: 1.4, Q1).
  - Jesús Lovón-Melgarejo, Manuel Castillo-Cara et al. Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-based Indoor Localization Mechanisms. IEEE Access. 2019. DOI: 10.1109/ACCESS.2019.2899736. (IF: 3.745, Q1 – SJR: 0.78, Q1).
  - Manuel Castillo-Cara et al. SAVIA: Smart City Citizen Security Application based on Fog Computing Architecture. IEEE Latin America Transactions. 2019. DOI: 10.1109/TLA.2019.8931206. (IF: 0.782, Q4 – SJR: 0.33, Q2).
  - Manuel Castillo-Cara et al. FROG: A Robust and Green Wireless Sensor Node for Fog Computing Platforms. Journal of Sensors. 2018. DOI: 10.1155/2018/3406858. (IF: 2.024, Q2 – SJR: 0.34, Q2).
  - Manuel Castillo-Cara et al. An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms. Sensors. 2017. DOI: 10.3390/s17061318. (IF: 2.677, Q2 – SJR: 0.60, Q1).
  - Manuel Castillo-Cara et al. An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism. Journal of Sensors. 2017. DOI: 10.1155/2017/1928578. (IF: 2.057, Q2 – SJR: 0.37, Q2).
  - Jesús Martínez-Gómez, Miguel Martínez del Horno, Manuel Castillo-Cara et al. Spatial statistical analysis for the design of indoor particle-filter-based localization mechanisms. International Journal of Distributed Sensor Networks. 2016. DOI: 10.1177/1550147716661953. (IF: 1.239, Q3 – SJR: 0.32, Q2).