Romina Torres

Romina Torres

Universidad Andrés Bello

H-index: 12

Latin America-Chile

About Romina Torres

Romina Torres, With an exceptional h-index of 12 and a recent h-index of 9 (since 2020), a distinguished researcher at Universidad Andrés Bello, specializes in the field of cybersecurity, data science, intelligent systems, responsible AI.

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

Volatility forecasting using deep recurrent neural networks as GARCH models

Self-Organizing Topological Multilayer Perceptron: A Hybrid Method to Improve the Forecasting of Extreme Pollution Values

Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning

Towards an Autonomous Response System. Case: Denial of Service Attacks

A human-centric cyber security training tool for prioritizing MSNAs

Precar: An Adaptive ML-Based Tool for Predicting Cardiovascular Disease

Caracterización de ataques multietapa en ejercicios capture the flag

Explainability of Machine Learning Models for Hydrological Time Series Forecasting: The Case of Neuro-Fuzzy Approaches

Romina Torres Information

University

Position

___

Citations(all)

546

Citations(since 2020)

342

Cited By

280

hIndex(all)

12

hIndex(since 2020)

9

i10Index(all)

13

i10Index(since 2020)

7

Email

University Profile Page

Universidad Andrés Bello

Google Scholar

View Google Scholar Profile

Romina Torres Skills & Research Interests

cybersecurity

data science

intelligent systems

responsible AI

Top articles of Romina Torres

Title

Journal

Author(s)

Publication Date

Volatility forecasting using deep recurrent neural networks as GARCH models

Computational Statistics

Gustavo Di-Giorgi

Rodrigo Salas

Rodrigo Avaria

Cristian Ubal

Harvey Rosas

...

2023/4/7

Self-Organizing Topological Multilayer Perceptron: A Hybrid Method to Improve the Forecasting of Extreme Pollution Values

Stats

Javier Linkolk López-Gonzales

Ana María Gómez Lamus

Romina Torres

Paulo Canas Rodrigues

Rodrigo Salas

2023/11/11

Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning

Diagnostics

Romina Torres

Christopher Zurita

Diego Mellado

Orietta Nicolis

Carolina Saavedra

...

2023/1/30

Towards an Autonomous Response System. Case: Denial of Service Attacks

Romina Torres

Mathías Cabrera

2023/10/9

A human-centric cyber security training tool for prioritizing MSNAs

Vincent Depassier

Romina Torres

2023/9/11

Precar: An Adaptive ML-Based Tool for Predicting Cardiovascular Disease

P. Poblete

R. Torres

2023

Caracterización de ataques multietapa en ejercicios capture the flag

Revista Política y Estrategia

Manuel Alejandro Cano Olivares

Romina Torres Torres

2023/7/27

Explainability of Machine Learning Models for Hydrological Time Series Forecasting: The Case of Neuro-Fuzzy Approaches

Marvin Querales

Rodrigo Salas

Romina Torres

Ana Aguilera

Yerel Morales

2023/7/19

A Nested-Cascade Machine Learning Based Model for Intrusion Detection Systems

Romina Torres

Miguel A Solis

Vicente Martínez

Rodrigo Salas

2023/12/5

LSTM-Based Dynamic Linguistic Decision-Making for Cryptocurrency Selection

Pablo Poblete-Arrué

Romina Torres

Víctor Salazar-Vasquez

Gustavo Gatica

2022/10/20

An efficient multi-level convolutional neural network approach for white blood cells classification

Diagnostics

César Cheuque

Marvin Querales

Roberto León

Rodrigo Salas

Romina Torres

2022/1/20

Femicide and Attempted Femicide before and during the COVID-19 Pandemic in Chile

International journal of environmental research and public health

Erika Cantor

Rodrigo Salas

Romina Torres

2022/1

Impact of Remote Monitoring Technologies for assisting patients with Gestational Diabetes Mellitus: A Systematic Review

Ayleen Bertini

Bárbara Garate

Fabian N Pardo

Julie Pelicand

Luis Sobrevia

...

2022/3

Visual-Predictive data analysis approach for the academic performance of students from a Peruvian University

Applied Sciences

David Orrego Granados

Jonathan Ugalde

Rodrigo Salas

Romina Torres

Javier Linkolk López-Gonzales

2022/11/6

A Self-Organizing Topological Multilayer Perceptron for Improving the Prediction of Extreme Values of the PM2. 5

Javier Linkolk López-Gonzales

Ana María Gómez Lamus

Romina Torres

Rodrigo Salas

2022/5/12

Air quality assessment and pollution forecasting using artificial neural networks in Metropolitan Lima-Peru

Scientific Reports

Chardin Hoyos Cordova

Manuel Niño Lopez Portocarrero

Rodrigo Salas

Romina Torres

Paulo Canas Rodrigues

...

2021/12/20

A virtual platform skin tears learning tool

Vincent Depassier

Heidi Hevia

Romina Torres

2021/11/15

Machine learning techniques for behavioral feature selection in network intrusion detection systems

Vicente Martinez

Rodrigo Salas

Oliver Tessini

Romina Torres

2021/1/1

Taxonomies using the clique percolation method for building a threats observatory

Romina Torres

Nicolás González

Mathías Cabrera

Rodrigo Salas

2021/10/25

Characterization of the chilean public procurement ecosystem using social network analysis

IEEE Access

Fabiola Herrera Leiva

Romina Torres

Orietta Nicolis

Rodrigo Salas

2020/7/27

See List of Professors in Romina Torres University(Universidad Andrés Bello)

Co-Authors

H-index: 36
Nelly Bencomo

Nelly Bencomo

Aston University

H-index: 23
Hernan Astudillo

Hernan Astudillo

Universidad Técnica Federico Santa María

H-index: 19
Rodrigo Salas F.

Rodrigo Salas F.

Universidad de Valparaíso

H-index: 12
Enrique Canessa

Enrique Canessa

Universidad Adolfo Ibañez

H-index: 3
Boris Tapia

Boris Tapia

Universidad Técnica Federico Santa María

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