Marco E. Benalcázar

Marco E. Benalcázar

Escuela Politécnica Nacional

H-index: 14

Latin America-Ecuador

About Marco E. Benalcázar

Marco E. Benalcázar, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Escuela Politécnica Nacional, specializes in the field of General artificial intelligence, machine learning, deep reinforcement learning, computer vision, hand gesture recognition.

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

Effects on Hand Gesture Recognition Accuracy after Severe Cranial Trauma

Hand gesture recognition using automatic feature extraction and deep learning algorithms with memory

Analysis and Evaluation of Feature Selection and Feature Extraction Methods

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

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

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

Hand Gesture Recognition Applied to the Interaction with Video Games

Marco E. Benalcázar Information

University

Position

___

Citations(all)

995

Citations(since 2020)

923

Cited By

321

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

19

Email

University Profile Page

Escuela Politécnica Nacional

Google Scholar

View Google Scholar Profile

Marco E. Benalcázar Skills & Research Interests

General artificial intelligence

machine learning

deep reinforcement learning

computer vision

hand gesture recognition

Top articles of Marco E. Benalcázar

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

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

Hand gesture recognition using automatic feature extraction and deep learning algorithms with memory

Big Data and Cognitive Computing

Rubén E Nogales

Marco E Benalcázar

2023/5/23

Analysis and Evaluation of Feature Selection and Feature Extraction Methods

International Journal of Computational Intelligence Systems

Rubén E Nogales

Marco E Benalcázar

2023/9/20

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

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

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 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

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

Sensor Systems for Gesture Recognition

Giovanni Saggio

Marco E Benalcázar

2023/12/29

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

Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces

Proceedings of the AAAI Conference on Artificial Intelligence

Andres G Jaramillo-Yanez

Marco E Benalcázar

Sebastian Sardina

Fabio Zambetta

2022/6/28

Analysis of Feature Selection Methods for Hand Gestures Recognition Based on Machine Learning and the Leap Motion Controller

Available at SSRN 4144162

Rubén Nogales

Marco E Benalcázar

2022

Construction of a dataset for static and dynamic hand tracking using a non-invasive environment

Ruben Nogales

Marco E Benalcazar

Bryan Toalumbo

Alexis Palate

Ronnie Martinez

...

2021/3/20

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

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

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

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 machine learning and infrared information: a systematic literature review

Marco E Benalcázar

Andrés G Jaramillo

A Zea

Andrés Páez

Víctor Hugo Andaluz

2017/8/28

See List of Professors in Marco E. Benalcázar University(Escuela Politécnica Nacional)

Co-Authors

H-index: 37
Aura Conci

Aura Conci

Universidade Federal Fluminense

H-index: 18
Leonardo Basile

Leonardo Basile

Escuela Politécnica Nacional

H-index: 14
Ángel Leonardo Valdivieso Caraguay

Ángel Leonardo Valdivieso Caraguay

Escuela Politécnica Nacional

H-index: 13
Patricio J. Cruz

Patricio J. Cruz

Escuela Politécnica Nacional

H-index: 13
Lorena Barona López

Lorena Barona López

Escuela Politécnica Nacional

H-index: 12
Gustavo Meschino

Gustavo Meschino

Universidad Nacional de Mar del Plata

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