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  1. Interpretable CNN–KAN hybrid architectures for tabular data with synthetic image encoding

    Article • Information Processing & Management, December 2026, Elsevier

    Raúl García Castro, PhD Manuel Castillo-Cara

  2. PermGrad: Interpretable Hybrid Neural Networks with synthetic images for tabular data

    Article • Knowledge-Based Systems, September 2026, Elsevier

    PhD Manuel Castillo-Cara

  3. A comprehensive benchmark of spatial encoding methods for tabular data with deep neural networks

    Article • Information Fusion, June 2026, Elsevier

    Raúl García Castro, PhD Manuel Castillo-Cara

  4. PeruMedQA: Benchmarking Large Language Models (LLMs) on Peruvian Medical Exams—Dataset Construction and Evaluation

    Article • Medical Science Educator, March 2026, Springer Science + Business Media

    PhD Manuel Castillo-Cara

  5. Interpretable Hybrid Vision Transformer Architectures for MIMO-Based Indoor Localization using Synthetic Spatial Representations

    Article • IEEE Internet of Things Journal, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Raúl García Castro, PhD Manuel Castillo-Cara

  6. TINTOlib: A Python library for transforming tabular data into synthetic images for deep neural networks

    Article • SoftwareX, December 2025, Elsevier

    Raúl García Castro, PhD Manuel Castillo-Cara

  7. Hybrid Neural Network-Based Indoor Localisation System for Mobile Robots Using CSI Data in a Robotics Simulator

    Article • October 2025, Springer Science + Business Media

    PhD Manuel Castillo-Cara

  8. On the Significance of Graph Neural Networks With Pretrained Transformers in Content‐Based Recommender Systems for Academic Article Classification

    Article • Expert Systems, May 2025, Wiley

    Raúl García Castro, PhD Manuel Castillo-Cara

  9. Identification of antibiotic resistance profiles in diabetic foot infections: A machine learning proof-of-concept analysis

    Article • International Journal of Diabetes in Developing Countries, April 2025, Springer Science + Business Media

    Raúl García Castro, PhD Manuel Castillo-Cara

  10. MIMO-Based Indoor Localisation With Hybrid Neural Networks: Leveraging Synthetic Images From Tidy Data for Enhanced Deep Learning

    Article • IEEE Journal of Selected Topics in Signal Processing, April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Raúl García Castro, PhD Manuel Castillo-Cara

  11. Frost forecasting through machine learning algorithms

    Article • Earth Science Informatics, January 2025, Springer Science + Business Media

    PhD Manuel Castillo-Cara

  12. Frost Forecasting through Machine Learning Algorithms.

    Article • October 2024, Wiley

    PhD Manuel Castillo-Cara

  13. From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability

    Article • Future Generation Computer Systems, October 2024, Elsevier

    Raúl García Castro, PhD Manuel Castillo-Cara

  14. 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

    Article • Primary Care Diabetes, June 2024, Elsevier

    PhD Manuel Castillo-Cara

  15. Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish

    Article • Information Processing & Management, May 2024, Elsevier

    Raúl García Castro, PhD Manuel Castillo-Cara

  16. Cost-Effective Advanced Remote Diagnostics of Sucker Rod Pumping Wells From Dynamometric Charts

    Article • March 2024, IGI Global

    PhD Manuel Castillo-Cara

  17. BeeGOns!: A Wireless Sensor Node for Fog Computing in Smart City Applications

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Manuel Castillo-Cara

  18. Frost Forecasting Through Machine Learning Algorithms

    Article • January 2024, Elsevier

    PhD Manuel Castillo-Cara

  19. TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks

    Article • SoftwareX, May 2023, Elsevier

    PhD Manuel Castillo-Cara

  20. A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation

    Article • Information Fusion, March 2023, Elsevier

    Raúl García Castro, PhD Manuel Castillo-Cara

  21. Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality

    Article • Annals of Epidemiology, November 2022, Elsevier

    PhD Manuel Castillo-Cara

  22. Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality: unsupervised machine learning analysis of NHANES III

    Article • BMJ Open, November 2022, BMJ

    PhD Manuel Castillo-Cara

  23. Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters

    Article • Wellcome Open Research, October 2022, Faculty of 1000, Ltd.

    PhD Manuel Castillo-Cara

  24. Street images classification according to COVID-19 risk in Lima, Peru: a convolutional neural networks feasibility analysis

    Article • BMJ Open, September 2022, BMJ

    PhD Manuel Castillo-Cara

  25. Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries

    Article • eLife, January 2022, eLife

    PhD Manuel Castillo-Cara

  26. Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters

    Article • Wellcome Open Research, January 2022, Faculty of 1000, Ltd.

    PhD Manuel Castillo-Cara

  27. A Deep Learning Approach Using Blurring Image Techniques for Bluetooth-Based Indoor Localisation

    Article • SSRN Electronic Journal, January 2022, Elsevier

    PhD Manuel Castillo-Cara, Raúl García Castro

  28. Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters

    Article • Wellcome Open Research, December 2021, Faculty of 1000, Ltd.

    PhD Manuel Castillo-Cara

  29. Author response: Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries

    Article • December 2021, eLife

    PhD Manuel Castillo-Cara

  30. On the relevance of the metadata used in the semantic segmentation of indoor image spaces

    Article • Expert Systems with Applications, December 2021, Elsevier

    PhD Manuel Castillo-Cara

  31. Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters

    Article • Wellcome Open Research, November 2021, Faculty of 1000, Ltd.

    PhD Manuel Castillo-Cara

  32. An Analysis of Computational Resources of Event-Driven Streaming Data Flow for Internet of Things: A Case Study

    Article • The Computer Journal, October 2021, Oxford University Press (OUP)

    Dra Carmen Carrión, PhD Manuel Castillo-Cara

  33. Estimating salt consumption in 49 low- and middle-income countries: Development, validation and application of a machine learning model

    Article • September 2021, Cold Spring Harbor Laboratory Press

    PhD Manuel Castillo-Cara

  34. Government plans in the 2016 and 2021 Peruvian presidential elections: A natural language processing analysis of the health chapters

    Article • Wellcome Open Research, July 2021, Faculty of 1000, Ltd.

    PhD Manuel Castillo-Cara

  35. An experimental study of fog and cloud computing in CEP-based Real-Time IoT applications

    Article • Journal of Cloud Computing Advances Systems and Applications, June 2021, Springer Science + Business Media

    Dra Carmen Carrión, PhD Manuel Castillo-Cara

  36. Clusters of people with type 2 diabetes in the general population: unsupervised machine learning approach using national surveys in Latin America and the Caribbean

    Article • BMJ Open Diabetes Research & Care, January 2021, BMJ

    PhD Manuel Castillo-Cara

  37. Using country-level variables to classify countries according to the number of confirmed COVID-19 cases: An unsupervised machine learning approach

    Article • Wellcome Open Research, June 2020, Faculty of 1000, Ltd.

    PhD Manuel Castillo-Cara

  38. SAVIA: Smart City Citizen Security Application based on Fog Computing Architecture

    Article • IEEE Latin America Transactions, July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Manuel Castillo-Cara

  39. Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-Based Indoor Localization Mechanisms

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Manuel Castillo-Cara

  40. Evaluación, auditoría y desempeño de las políticas públicas de Lima como Smart City según el estándar ISO 3712:2014

    Article • Revista de Ciencia Política y Gobierno, January 2019, Sistema de Bibliotecas PUCP

    PhD Manuel Castillo-Cara

  41. More efficient wireless sensors for the new Fog Computing paradigm

    Article • Journal of Sensors, January 2018, Hindawi Publishing Corporation

    Dr. Luis Orozco Barbosa, PhD Manuel Castillo-Cara, Enrique Arias

  42. Seguridad ciudadana usando algoritmos de aprendizaje no supervisado mediante datos abiertos

    Article • January 2018, LACCEI (Latin American and Caribbean Consortium of Engineering Institutions)

    PhD Manuel Castillo-Cara

  43. Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Manuel Castillo-Cara

  44. An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms

    Article • Sensors, June 2017, MDPI AG

    PhD Manuel Castillo-Cara

  45. An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism

    Article • Journal of Sensors, January 2017, Hindawi Publishing Corporation

    Dr. Luis Orozco Barbosa, PhD Manuel Castillo-Cara

  46. Citizen security using machine learning algorithms through open data

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    PhD Manuel Castillo-Cara

  47. WSN-based Localization Systems

    Article • International Journal of Distributed Sensor Networks, August 2016, SAGE Publications

    Dr. Luis Orozco Barbosa, PhD Manuel Castillo-Cara

  48. Ray: Smart Indoor/Outdoor Routes for the Blind Using Bluetooth 4.0 BLE

    Article • Procedia Computer Science, January 2016, Elsevier

    PhD Manuel Castillo-Cara