Alberto Castro

Alberto Castro

Universidad de la República

H-index: 21

Latin America-Uruguay

About Alberto Castro

Alberto Castro, With an exceptional h-index of 21 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidad de la República, specializes in the field of Optical Networks, Network Optimization, Cognitive Networks, Hydroinformatics.

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

Enhancing environmental data imputation: A physically-constrained machine learning framework

Simulación del proceso precipitación-escorrentía con paso diario: comparación de los modelos GR4J, SWAT y random forest

Deep learning methods for intra-day cloudiness prediction using geostationary satellite images in a solar forecasting framework

Improving the sediment and nutrient first-flush prediction and ranking its influencing factors: An integrated machine-learning framework

Assessing influential rainfall–runoff variables to simulate daily streamflow using random forest

Predicting loss in optical transport segments: A GNN-GRU approach for a nationwide optical network

Coordination of Radio Access and Optical Transport

A stormwater management framework for predicting first flush intensity and quantifying its influential factors

Alberto Castro Information

University

Position

___

Citations(all)

1753

Citations(since 2020)

874

Cited By

1245

hIndex(all)

21

hIndex(since 2020)

15

i10Index(all)

44

i10Index(since 2020)

24

Email

University Profile Page

Universidad de la República

Google Scholar

View Google Scholar Profile

Alberto Castro Skills & Research Interests

Optical Networks

Network Optimization

Cognitive Networks

Hydroinformatics

Top articles of Alberto Castro

Title

Journal

Author(s)

Publication Date

Enhancing environmental data imputation: A physically-constrained machine learning framework

Science of The Total Environment

Marcos Pastorini

Rafael Rodríguez

Lorena Etcheverry

Alberto Castro

Angela Gorgoglione

2024/3/24

Simulación del proceso precipitación-escorrentía con paso diario: comparación de los modelos GR4J, SWAT y random forest

Ribagua

Federico Vilaseca

Santiago Narbondo

Christian Chreties

Alberto Castro

Angela Gorgoglione

2023/1/2

Deep learning methods for intra-day cloudiness prediction using geostationary satellite images in a solar forecasting framework

Solar Energy

Franco Marchesoni-Acland

Andrés Herrera

Franco Mozo

Ignacio Camiruaga

Alberto Castro

...

2023/9/15

Improving the sediment and nutrient first-flush prediction and ranking its influencing factors: An integrated machine-learning framework

Journal of Hydrology

Cosimo Russo

Alberto Castro

Andrea Gioia

Vito Iacobellis

Angela Gorgoglione

2023/1/1

Assessing influential rainfall–runoff variables to simulate daily streamflow using random forest

Hydrological Sciences Journal

Federico Vilaseca

Alberto Castro

Christian Chreties

Angela Gorgoglione

2023/9/10

Predicting loss in optical transport segments: A GNN-GRU approach for a nationwide optical network

F Donnangelo

I Bianchi

A Rodríguez

A Castro

2023/7/2

Coordination of Radio Access and Optical Transport

Sima Barzegar

Shaoxuan Wang

Marc Ruiz

Luis Velasco

Matias Richart

...

2023/5/8

A stormwater management framework for predicting first flush intensity and quantifying its influential factors

Water resources management

Cosimo Russo

Alberto Castro

Andrea Gioia

Vito Iacobellis

Angela Gorgoglione

2023/2

Evaluating the Performance of Classification Algorithms for Land-Cover Classification

Marcos Pastorini

Angela Gorgoglione

Rafael Rodríguez

Lorena Etcheverry

Alberto Castro

2023/12/15

First Flush Occurrence Prediction and Ranking of Its Influential Variables in Urban Watersheds: Evaluation of XGBoost and SHAP Techniques

Angela Gorgoglione

Cosimo Russo

Andrea Gioia

Vito Iacobellis

Alberto Castro

2022/7/4

Sibyl: a Framework for Evaluating the Implementation of Routing Protocols in Fat-Trees

Tommaso Caiazzi

Mariano Scazzariello

Leonardo Alberro

Lorenzo Ariemma

Alberto Castro

...

2022/4/25

Experimentation Environments for Data Center Routing Protocols: A Comprehensive Review

Leonardo Alberro

Alberto Castro

Eduardo Grampin

2022/1

A Comparison of Linear and Non-linear Machine Learning Techniques (PCA and SOM) for Characterizing Urban Nutrient Runoff

Sustainability

Angela Gorgoglione

Alberto Castro

Vito Iacobellis

Andrea Gioia

2021/2/14

A comparison between lumped and distributed hydrological models for daily rainfall-runoff simulation

IOP Conference Series: Earth and Environmental Science

Federico Vilaseca

Santiago Narbondo

Christian Chreties

Alberto Castro

Angela Gorgoglione

2021/12/1

Routing in Fat Trees: a protocol analyzer for debugging and experimentation

Maximiliano Lucero

Agustina Parnizari

Leonardo Alberro

Alberto Castro

Eduardo Grampín

2021/5/17

Daily rainfall-runoff modeling at watershed scale: a comparison between physically-based and data-driven models

Federico Vilaseca

Alberto Castro

Christian Chreties

Angela Gorgoglione

2021/9/11

Evaluación temporal y espacial del impacto del cambio de cobertura del suelo sobre la calidad del agua: Cuenca del río Santa Lucía como cuenca piloto.

Angela Gorgoglione

Alberto Castro

Rafael Rodríguez Núñez

Christian Chreties

Mónica Fossati

...

2021

Water-Quality Data Imputation with a High Percentage of Missing Values: A Machine Learning Approach

Sustainability

Rafael Rodríguez

Marcos Pastorini

Lorena Etcheverry

Christian Chreties

Mónica Fossati

...

2021/6/2

End-To-End KPI Analysis in Converged Fixed-Mobile Networks

Marc Ruiz

Matias Richart

Alberto Castro

Luis Velasco

2020/7/19

Overcoming Data Scarcity in Earth Science

Angela Gorgoglione

Alberto Castro

Christian Chreties

Lorena Etcheverry

2020/1/1

See List of Professors in Alberto Castro University(Universidad de la República)

Co-Authors

H-index: 69
S. J. Ben Yoo

S. J. Ben Yoo

University of California, Davis

H-index: 57
Zuqing Zhu (朱祖勍)

Zuqing Zhu (朱祖勍)

University of Science and Technology of China

H-index: 38
Luis Velasco

Luis Velasco

Universidad Politécnica de Cataluña

H-index: 35
Roberto Proietti

Roberto Proietti

University of California, Davis

H-index: 33
Xavi Masip Bruin

Xavi Masip Bruin

Universidad Politécnica de Cataluña

H-index: 31
Marc Ruiz Ramírez

Marc Ruiz Ramírez

Universidad Politécnica de Cataluña

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