Josep Salvador Sánchez Garreta

About Josep Salvador Sánchez Garreta

Josep Salvador Sánchez Garreta, With an exceptional h-index of 43 and a recent h-index of 30 (since 2020), a distinguished researcher at Universidad Jaime I, specializes in the field of Pattern Recognition, Machine Learning, Data Mining.

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

A survey on uncertainty quantification in deep learning for financial time series prediction

On the Links Between Forecasting Performance and Statistical Features of Time Series Applied to the Cash Flow of Self-Employed Workers

Special Issue on Data Preprocessing in Pattern Recognition: Recent Progress, Trends and Applications

Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19

Fuzzy-Based Time Series Forecasting and Modelling: A Bibliometric Analysis

Identifying optimal clusters in purchase transaction data

Revisiting the dissimilarity representation in the context of regression

DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem

Josep Salvador Sánchez Garreta Information

University

Position

Full Professor of Computer Science Spain

Citations(all)

7154

Citations(since 2020)

3201

Cited By

5251

hIndex(all)

43

hIndex(since 2020)

30

i10Index(all)

90

i10Index(since 2020)

59

Email

University Profile Page

Google Scholar

Josep Salvador Sánchez Garreta Skills & Research Interests

Pattern Recognition

Machine Learning

Data Mining

Top articles of Josep Salvador Sánchez Garreta

A survey on uncertainty quantification in deep learning for financial time series prediction

Neurocomputing

2024/1/28

On the Links Between Forecasting Performance and Statistical Features of Time Series Applied to the Cash Flow of Self-Employed Workers

2023

Special Issue on Data Preprocessing in Pattern Recognition: Recent Progress, Trends and Applications

2022/9/1

Josep Salvador Sánchez Garreta
Josep Salvador Sánchez Garreta

H-Index: 27

Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19

Applied Soft Computing

2022/7/4

Fuzzy-Based Time Series Forecasting and Modelling: A Bibliometric Analysis

Applied Sciences

2022/7/7

Identifying optimal clusters in purchase transaction data

2021

Revisiting the dissimilarity representation in the context of regression

IEEE Access

2021/11/23

DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem

Expert Systems with Applications

2021/4/15

Weighted complete graphs for condensing data

Electronic Notes in Theoretical Computer Science

2020/12/1

A cluster-based under-sampling algorithm for class-imbalanced data

2020

A new under-sampling method to face class overlap and imbalance

Applied Sciences

2020/7/27

Ranking-based MCDM models in financial management applications: analysis and emerging challenges

Progress in Artificial Intelligence

2020/5/18

Graphical framework for categorizing data capabilities and properties of objects in the Internet of Things

IEEE Access

2020/1/28

Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data

Expert Systems with Applications

2020/11/15

See List of Professors in Josep Salvador Sánchez Garreta University(Universidad Jaime I)

Co-Authors

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