Jose Manuel Castillo Cara

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Research activity per year

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

Education/Academic qualification

PhD, Computer Science, University of Castilla-La Mancha

Award Date: 13 Jul 2018

Keywords

QA75 Electronic computers. Computer science
Pattern Recognition
Computer Vision
Machine Learning
Internet of Things
Fog Computing

Renacyt classification (Concytec)

Level IV

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Dive into the research topics where Jose Manuel Castillo Cara is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

18 Article (Contribution to Journal)
6 Paper (Conference contribution)
2 Patent
1 Conference article

A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation
Talla-Chumpitaz, R., Castillo-Cara, M., Orozco-Barbosa, L. & García-Castro, R., 1 Mar 2023, In: Information Fusion. 91, p. 173-186 14 p.
Research output: Contribution to journal › Article (Contribution to Journal) › peer-review

Open Access
15 Scopus citations
TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks
Castillo-Cara, M., Talla-Chumpitaz, R., García-Castro, R. & Orozco-Barbosa, L., May 2023, In: SoftwareX. 22, 101391.
Research output: Contribution to journal › Article (Contribution to Journal) › peer-review

Open Access
1 Scopus citations
Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries
Guzman-Vilca, W. C., Castillo-Cara, M. & Carrillo-Larco, R. M., 5 Jan 2022, In: eLife. 11, p. 1-38 38 p., e72930.
Research output: Contribution to journal › Article (Contribution to Journal) › peer-review

Open Access
Street images classification according to COVID-19 risk in Lima, Peru: a convolutional neural networks feasibility analysis
Carrillo-Larco, R. M., Castillo-Cara, M. & Hernández Santa Cruz, J. F., 1 Sep 2022, In: BMJ open. 12, 9, p. e063411 e063411.
Research output: Contribution to journal › Article (Contribution to Journal) › peer-review

Open Access
An Analysis of Computational Resources of Event-Driven Streaming Data Flow for Internet of Things: A Case Study
Tenorio-Trigoso, A., Castillo-Cara, M., Mondragóón-Ruiz, G., Carrión, C. & Caminero, B., 6 Oct 2021, In: The Computer Journal.
Research output: Contribution to journal › Article (Contribution to Journal) › peer-review

10 Scopus citations

4 Finished

AgIoT: AgIoT: Agricultural internet of things and data analytics to make better decisions in the precision agriculture context
Castillo Cara, J. M. (PI)
CYTED
1/01/21 → 1/12/23
Project: Research
Development of supercapacitors for the storage of energy from microbial fuel cells. Potential applications in portable devices and led luminaires in rural areas
Castillo Cara, J. M. (PI)
1/01/19 → 28/02/21
Project: Research
Citizen and Road Safety Applications in a Smart City for monitoring and geolocation with prototyping at the National Engineering University
Castillo Cara, J. M. (PI)
1/01/14 → 1/12/17
Project: Research
Validation of a microgravity machine measuring gene expression levels from microarrays using parallel programming algorithms in a GRID computing architecture
Castillo Cara, J. M. (PI)
1/01/13 → 1/06/16
Project: Research

Researchers from National University of Distance Education (UNED) Describe Findings in Cloud Computing (From Cloud and Fog Computing To Federated-fog Computing: a Comparative Analysis of Computational Resources In Real-time Iot Applications ...)
Castillo Cara, J. M.
4/10/24
1 item of Media coverage
Press/Media
Data on Information Processing and Management Detailed by Researchers at National University of Distance Education (UNED) (Generative Adversarial Networks for Text-to-face Synthesis & Generation: a Quantitative-qualitative Analysis of Natural ...)
Castillo Cara, J. M.
7/05/24
1 item of Media coverage
Press/Media
Development, validation and application of a machine learning model to estimate salt consumption in 54 countries
Castillo Cara, J. M.
5/01/22
1 item of Media coverage
Press/Media

Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-Based Indoor Localization Mechanisms
Castillo-Cara, M. (Creator), ZENODO, 4 Feb 2024
DOI: 10.5281/zenodo.10616161, https://zenodo.org10616161
Dataset

Jose Manuel Castillo Cara

Personal profile

Expertise related to UN Sustainable Development Goals

Education/Academic qualification

Keywords

Renacyt classification (Concytec)

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

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

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

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

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

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

AgIoT: AgIoT: Agricultural internet of things and data analytics to make better decisions in the precision agriculture context

Development of supercapacitors for the storage of energy from microbial fuel cells. Potential applications in portable devices and led luminaires in rural areas

Citizen and Road Safety Applications in a Smart City for monitoring and geolocation with prototyping at the National Engineering University

Validation of a microgravity machine measuring gene expression levels from microarrays using parallel programming algorithms in a GRID computing architecture

Researchers from National University of Distance Education (UNED) Describe Findings in Cloud Computing (From Cloud and Fog Computing To Federated-fog Computing: a Comparative Analysis of Computational Resources In Real-time Iot Applications ...)

Data on Information Processing and Management Detailed by Researchers at National University of Distance Education (UNED) (Generative Adversarial Networks for Text-to-face Synthesis & Generation: a Quantitative-qualitative Analysis of Natural ...)

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

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

Jose Manuel Castillo Cara

Personal profile

Expertise related to UN Sustainable Development Goals

Education/Academic qualification

Keywords

Renacyt classification (Concytec)

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects

Press/Media

Datasets