Javier Martínez

About Javier Martínez

Javier Martínez, With an exceptional h-index of 24 and a recent h-index of 20 (since 2020), a distinguished researcher at Universidade de Vigo, specializes in the field of Neural Network, Functional Annalysis, Outliers, Image Processing.

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

Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

Optimisation of LSTM neural networks with NSGA-II and FDA for PV installations characterisation

Impacto de la inteligencia artificial en los métodos de evaluación en la educación primaria y secundaria: revisión sistemática de la literatura

Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results

Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space

Estimating mobility of tourists. New Twitter-based procedure

Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm

Javier Martínez Information

University

Position

___

Citations(all)

1662

Citations(since 2020)

1153

Cited By

859

hIndex(all)

24

hIndex(since 2020)

20

i10Index(all)

42

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Javier Martínez Skills & Research Interests

Neural Network

Functional Annalysis

Outliers

Image Processing

Top articles of Javier Martínez

Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

International Communications in Heat and Mass Transfer

2024/2/1

Optimisation of LSTM neural networks with NSGA-II and FDA for PV installations characterisation

Engineering Applications of Artificial Intelligence

2023/11/1

Impacto de la inteligencia artificial en los métodos de evaluación en la educación primaria y secundaria: revisión sistemática de la literatura

2023/7/12

Impact of artificial intelligence on assessment methods in primary and secondary education: Systematic literature review

2023/6/15

Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results

Scientific Reports

2023/5/13

Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space

Machine Learning: Science and Technology

2023/4/21

Estimating mobility of tourists. New Twitter-based procedure

Heliyon

2023/2/1

Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm

Mathematics

2023/1/19

Javier Martínez
Javier Martínez

H-Index: 16

Use of Optimised LSTM Neural Networks Pre-Trained With Synthetic Data to Estimate PV Generation

2023

Deep learning applied to detection of the vulnerable atherosclerotic plaque

2023/1/1

Tourism-Related Placeness Feature Extraction From Social Media Data Using Machine Learning Models

2023

Functional Data Analysis for the Detection of Outliers and Study of the Effects of the COVID-19 Pandemic on Air Quality: A Case Study in Gijón, Spain

Mathematics

2022/1

Javier Martínez
Javier Martínez

H-Index: 16

Obtaining anti-missile decoy launch solution from a ship using machine learning techniques

2022

Prediction Model for Physical Activity Level in Primary School Students

International journal of environmental research and public health

2022/3/4

Optimisation of thermal comfort and indoor air quality estimations applied to in-use buildings combining NSGA-III and XGBoost

Sustainable Cities and Society

2022/5/1

Impact of new systemic therapies in overall survival in non-metastatic castration resistant prostate cancer: systematic review and meta-analysis

2022/4/1

CAN A MACHINE LEARNING ALGORITHM IDENTIFY SARS-COV-2 VARIANTS BASED ON CONVENTIONAL rRT-PCR? PROOF OF CONCEPT

medRxiv

2021/11/15

Influence of the perception of barriers in practice of PA in adolescents: explanatory model

Healthcare

2021/4/1

Hybrid optimization routing management for autonomous underwater vehicle in the internet of underwater things

Earth Science Informatics

2021

Javier Martínez
Javier Martínez

H-Index: 16

The application of artificial intelligence in project management research: A review

2021

See List of Professors in Javier Martínez University(Universidade de Vigo)

Co-Authors

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