Santi García-Cremades

Santi García-Cremades
Universidad Miguel Hernández de Elche | UMH · Centro de Investigación Operativa

PhD Student
Collaborator in radio & TV as a science communicator

About

3
Publications
898
Reads
How we measure 'reads'
A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Learn more
12
Citations
Introduction
I research and work math mixing with other things. From communication in the form of dissemination to applications in journalism, medicine or music.
Skills and Expertise
Applied Mathematics
Machine Learning
Science Communication
Communication Science
Computational Mathematics
Big Data
Digital Journalism
Prediction
Data Analysis
Statistics

Publications

Publications (3)
Figure 3. 14-day cumulative incidence (CI) in Spain. The evaluation...
Figure 5. PCA to ensemble approach and mobility variables. Positively...
Datasets for training and testing ML algorithms. They include different...
Parameter setup for GRU and LSTM ANNs.
+6 Granger causality testing mobility variables predictive of 14-day CI...
Improving prediction of COVID-19 evolution by fusing epidemiological and mobility data
Article
Full-text available
  • Jul 2021
We are witnessing the dramatic consequences of the COVID-19 pandemic which, unfortunately, go beyond the impact on the health system. Until herd immunity is achieved with vaccines, the only available mechanisms for controlling the pandemic are quarantines, perimeter closures and social distancing with the aim of reducing mobility. Governments only...
Figure 2
Figure 3
Figure 4. 14-day CI accuracy prediction for both datasets.
Figure 5. PCA to ensemble approach and mobility variables. Positively...
+4 Figure 6. 14-day CI accuracy prediction for different estimated models.
Enhancing the prediction of COVID-19 evolution by combining models and data sources
Preprint
Full-text available
  • Apr 2021
We are witnessing the dramatic consequences of the COVID-19 pandemic which, unfortunately, go beyond the impact on the health system. Until herd immunity is achieved with vaccines, the only available mechanisms for controlling the pandemic are quarantines, perimeter closures and social distancing with the aim of reducing mobility. Governments only...
Figure 2: Empirical relative frequencies (dots) of allelic...
Figure 4: 
Figure 5: Manhattan plot of the new GWAS proposed with both alleles...
Figure 7: 
Approaching allelic probabilities and Genome-Wide Association Studies from beta distributions
Article
Full-text available
  • Feb 2014
In this paper we have proposed a model for the distribution of allelic probabilities for generating populations as reliably as possible. Our objective was to develop such a model which would allow simulating allelic probabilities with different observed truncation and de- gree of noise. In addition, we have also introduced here a complete new appro...

Network

Cited
View All
Cited By
View All