Cristina Rubio-Escudero

Cristina Rubio-Escudero

Universidad de Sevilla

H-index: 16

Europe-Spain

About Cristina Rubio-Escudero

Cristina Rubio-Escudero, With an exceptional h-index of 16 and a recent h-index of 12 (since 2020), a distinguished researcher at Universidad de Sevilla, specializes in the field of Data Science, Bioinformatics, Clinical Data Analysis, Big Data Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models

Emerging trends in big data analytics and natural disasters

A novel distributed forecasting method based on information fusion and incremental learning for streaming time series

PDSS: A Pharmacological Decision Support System for Diabetics Patients with COVID-19

Identifying novelties and anomalies for incremental learning in streaming time series forecasting

MOMIC: A Multi-Omics Pipeline for data analysis, integration and interpretation

Generation of synthetic data with conditional generative adversarial networks

An extensive comparative between univariate and multivariate deep learning models in day-ahead electricity price forecasting

Cristina Rubio-Escudero Information

University

Position

Senior Lecturer

Citations(all)

944

Citations(since 2020)

606

Cited By

508

hIndex(all)

16

hIndex(since 2020)

12

i10Index(all)

25

i10Index(since 2020)

18

Email

University Profile Page

Universidad de Sevilla

Google Scholar

View Google Scholar Profile

Cristina Rubio-Escudero Skills & Research Interests

Data Science

Bioinformatics

Clinical Data Analysis

Big Data Analytics

Top articles of Cristina Rubio-Escudero

Title

Journal

Author(s)

Publication Date

A comparison of time series lags and non-lags in Spanish electricity price forecasting using data science models

Logic Journal of the IGPL

Belén Vega-Márquez

Javier Solís-García

Isabel A Nepomuceno-Chamorro

Cristina Rubio-Escudero

2024/3/22

Emerging trends in big data analytics and natural disasters

Francisco Martínez-Álvarez

Rudolf Scitovski

Cristina Rubio-Escudero

Antonio Morales-Esteban

2024/1

A novel distributed forecasting method based on information fusion and incremental learning for streaming time series

Information Fusion

Laura Melgar-García

David Gutiérrez-Avilés

Cristina Rubio-Escudero

Alicia Troncoso

2023/7/1

PDSS: A Pharmacological Decision Support System for Diabetics Patients with COVID-19

Isabel Amaya-Rodriguez

Nekane Larburu

María Rollán Martinez-Herrera

Kristin Rebescher

Iván Macia

...

2023

Identifying novelties and anomalies for incremental learning in streaming time series forecasting

Engineering Applications of Artificial Intelligence

Laura Melgar-García

David Gutiérrez-Avilés

Cristina Rubio-Escudero

Alicia Troncoso

2023/8/1

MOMIC: A Multi-Omics Pipeline for data analysis, integration and interpretation

Applied Sciences

Laura Madrid-Márquez

Cristina Rubio-Escudero

Beatriz Pontes

Antonio Gonzalez-Perez

José C Riquelme

...

2022/4/14

Generation of synthetic data with conditional generative adversarial networks

Logic Journal of the IGPL

Belén Vega-Márquez

Cristina Rubio-Escudero

Isabel Nepomuceno-Chamorro

2022/4

An extensive comparative between univariate and multivariate deep learning models in day-ahead electricity price forecasting

Belén Vega-Márquez

Javier Solís-García

Isabel A Nepomuceno-Chamorro

Cristina Rubio-Escudero

2022

Nearest neighbors with incremental learning for real-time forecasting of electricity demand

Laura Melgar-García

David Gutiérrez-Avilés

Cristina Rubio-Escudero

Alicia Troncoso

2022/11/28

A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture

Neurocomputing

Laura Melgar-García

David Gutiérrez-Avilés

Maria Teresa Godinho

Rita Espada

Isabel Sofia Brito

...

2022/8/21

Sa1267: INTRODUCING JOINT MODELING TECHNIQUES FOR PERSONALIZED PREDICTIONS IN CELIAC DISEASE

Gastroenterology

Lidia Serrano

Alfonso Rodriguez-Herrera

Carles Serrat

Cristina Rubio-Escudero

2022/5/1

Generating a seismogenic source zone model for the Pyrenees: A GIS-assisted triclustering approach

Computers & Geosciences

José L Amaro-Mellado

Laura Melgar-García

Cristina Rubio-Escudero

David Gutiérrez-Avilés

2021/5/1

Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach

Information Sciences

Laura Melgar-García

David Gutiérrez-Avilés

Cristina Rubio-Escudero

Alicia Troncoso

2021/5/1

Rationale for timing of follow-up visits to assess gluten-free diet in celiac disease patients based on data mining

Nutrients

Alfonso Rodríguez-Herrera

Joaquín Reyes-Andrade

Cristina Rubio-Escudero

2021/1/25

A data mining based clinical decision support system for survival in lung cancer

Reports of Practical Oncology and Radiotherapy, 26 (6), 839-848.

Beatriz Pontes Balanza

Francisco Núñez

Cristina Rubio Escudero

Alberto Moreno

Isabel de los Ángeles Nepomuceno Chamorro

...

2021

OCEAn: Ordinal classification with an ensemble approach

Information Sciences

Belén Vega-Márquez

Isabel A Nepomuceno-Chamorro

Cristina Rubio-Escudero

José C Riquelme

2021/11/1

Nearest neighbors-based forecasting for electricity demand time series in streaming

Laura Melgar-García

David Gutiérrez-Avilés

Cristina Rubio-Escudero

A Troncoso

2021

Use of deep learning architectures for day-ahead electricity price forecasting over different time periods in the Spanish electricity market

Applied Sciences

Belén Vega-Márquez

Cristina Rubio-Escudero

Isabel A Nepomuceno-Chamorro

Ángel Arcos-Vargas

2021/6/30

Discovering spatio-temporal patterns in precision agriculture based on triclustering

Laura Melgar-García

Maria Teresa Godinho

Rita Espada

David Gutiérrez-Avilés

Isabel Sofia Brito

...

2021

Implementation of an internal quality assurance system at Pablo de Olavide University of Seville: Improving computer science students skills

Cristina Rubio-Escudero

Francisco Martínez-Álvarez

E Atencia-Gil

Alicia Troncoso

2020

See List of Professors in Cristina Rubio-Escudero University(Universidad de Sevilla)

Co-Authors

H-index: 62
Oscar Cordón

Oscar Cordón

Universidad de Granada

H-index: 42
José C. Riquelme

José C. Riquelme

Universidad de Sevilla

H-index: 42
Francisco Martínez-Álvarez

Francisco Martínez-Álvarez

Universidad Pablo de Olavide

H-index: 31
Igor Zwir

Igor Zwir

Universidad de Granada

H-index: 23
Antonio Morales-Esteban

Antonio Morales-Esteban

Universidad de Sevilla

H-index: 21
Rocío Romero Zaliz

Rocío Romero Zaliz

Universidad de Granada

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