Lorena Barona López

Lorena Barona López

Escuela Politécnica Nacional

H-index: 13

Latin America-Ecuador

About Lorena Barona López

Lorena Barona López, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at Escuela Politécnica Nacional, specializes in the field of Artificial Intelligence, 5G, SDN, cybersecurity.

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

CNN-LSTM and post-processing for EMG-based hand gesture recognition

Detection of Distributed Denial of Service Attacks Carried Out by Botnets in Software-Defined Networks

A Deep Q-Network based hand gesture recognition system for control of robotic platforms

Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks

Hand Gesture Recognition Applied to the Interaction with Video Games

Development of a Hand Gesture Recognition Model Capable of Online Readjustment Using EMGs and Double Deep-Q Networks

Effects on Hand Gesture Recognition Accuracy after Severe Cranial Trauma

Arquitectura de Medición del Impacto de Ataques DoS en QoS/QoE de Servicios Multimedia en Redes SDN

Lorena Barona López Information

University

Position

___

Citations(all)

677

Citations(since 2020)

492

Cited By

327

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Escuela Politécnica Nacional

Google Scholar

View Google Scholar Profile

Lorena Barona López Skills & Research Interests

Artificial Intelligence

5G

SDN

cybersecurity

Top articles of Lorena Barona López

Title

Journal

Author(s)

Publication Date

CNN-LSTM and post-processing for EMG-based hand gesture recognition

Intelligent Systems with Applications

Lorena Isabel Barona López

Francis M Ferri

Jonathan Zea

Ángel Leonardo Valdivieso Caraguay

Marco E Benalcázar

2024/6/1

Detection of Distributed Denial of Service Attacks Carried Out by Botnets in Software-Defined Networks

International Journal of Communication Networks and Distributed Systems

N Jeyanthi

Uttara Barde

M Sravani

Venu Tiwari

N Ch Sriman Narayana Iyengar

2013/1/1

A Deep Q-Network based hand gesture recognition system for control of robotic platforms

Scientific Reports

Patricio J Cruz

Juan Pablo Vásconez

Ricardo Romero

Alex Chico

Marco E Benalcázar

...

2023/5/17

Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks

Sensors

Ángel Leonardo Valdivieso Caraguay

Juan Pablo Vásconez

Lorena Isabel Barona López

Marco E Benalcázar

2023/4/12

Hand Gesture Recognition Applied to the Interaction with Video Games

Lorena Isabel Barona López

César Israel León Cifuentes

José Miguel Muñoz Oña

Angel Leonardo Valdivieso Caraguay

Marco E Benalcázar

2023/11/9

Development of a Hand Gesture Recognition Model Capable of Online Readjustment Using EMGs and Double Deep-Q Networks

Danny Díaz

Marco E Benalcázar

Lorena Barona

Ángel Leonardo Valdivieso

2023/2/8

Effects on Hand Gesture Recognition Accuracy after Severe Cranial Trauma

Jonathan A Zea

Luis Gabriel Macias Santillán

Lorena Isabel Barona López

Ángel Leonardo Valdivieso Caraguay

Marco E Benalcázar

2023/10/10

Arquitectura de Medición del Impacto de Ataques DoS en QoS/QoE de Servicios Multimedia en Redes SDN

Revista Ibérica de Sistemas e Tecnologias de Informação

Christian Mantilla

Lorena Barona

Angel Leonardo Valdivieso

Mareo E Benalcázar

2023/2/1

A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning

Engineering Applications of Artificial Intelligence

Juan Pablo Vásconez

Lorena Isabel Barona López

Ángel Leonardo Valdivieso Caraguay

Marco E Benalcázar

2023/8/1

Hand Gesture and Arm Movement Recognition for Multimodal Control of a 3-DOF Helicopter

Ricardo Romero

Patricio J Cruz

Juan P Vásconez

Marco Benalcázar

Robin Álvarez

...

2022

Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks

Sensors

Juan Pablo Vásconez

Lorena Isabel Barona López

Ángel Leonardo Valdivieso Caraguay

Marco E Benalcázar

2022/12/8

Feature evaluation of EMG signals for hand gesture recognition based on mutual information, fuzzy entropy and RES index

Lorena Isabel Barona-Lopez

Angel Leonardo Valdivieso-Caraguay

Marco E Benalcazar

Xavier Aguas

Jonathan A Zea

2021/3/20

An Open-Source Data Acquisition and Manual Segmentation System for Hand Gesture Recognition based on EMG

Jonathan Zea

Marco E Benalcázar

Lorena Isabel Barona Lôpez

Ángel Leonardo Valdivieso Caraguay

2021/10/12

Risk analysis and Android application penetration testing based on OWASP 2016

Thomás Borja

Marco E Benalcázar

Ángel Leonardo Valdivieso Caraguay

Lorena Isabel Barona López

2021

Hand Gesture Recognition and Tracking Control for a Virtual UR5 Robot Manipulator

Alex Chico

Patricio J Cruz

Juan Pablo Vásconez

Marco E Benalcázar

Robin Álvarez

...

2021/10/12

Educational Impact on Ecuadorian University Students Due to the COVID-19 Context

Education Sciences

Marco E Benalcázar

Lorena Barona

Ángel Leonardo Valdivieso

Victor Hugo Vimos

Daniel Velastegui

...

2021/12/30

A Review of Learning-Based Traffic Accident Prediction Models and Their Opportunities to Improve Information Security

Pablo Marcillo

Lorena Isabel Barona López

Ángel Leonardo Valdivieso Caraguay

Myriam Hernández-Álvarez

2021

An Interface for Audio Control Using Gesture Recognition and IMU Data

Victor H Vimos

Ángel Leonardo Valdivieso Caraguay

Lorena Isabel Barona López

David Pozo Espín

Marco E Benalcázar

2021/9/29

Implementation of MPC and PID control algorithms to the artificial pancreas for diabetes mellitus type 1

Esther Matamoros-Alcivar

Tanya Ascencio-Lino

Rigoberto Fonseca

Gandhi Villalba-Meneses

Andrés Tirado-Espín

...

2021/12/16

A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach

Juan Pablo Vásconez

Lorena Isabel Barona López

Ángel Leonardo Valdivieso Caraguay

Patricio J Cruz

Robin Álvarez

...

2021/9/14

See List of Professors in Lorena Barona López University(Escuela Politécnica Nacional)

Co-Authors

H-index: 34
Jose M. Alcaraz Calero

Jose M. Alcaraz Calero

University of the West of Scotland

H-index: 16
Myriam Hernández Alvarez

Myriam Hernández Alvarez

Escuela Politécnica Nacional

H-index: 14
Ángel Leonardo Valdivieso Caraguay

Ángel Leonardo Valdivieso Caraguay

Escuela Politécnica Nacional

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