VALAREZO AÑAZCO EDWIN GIANNINE

FIEC

Orcid: 0000-0003-0077-8528

Scopus id: 57196190020

Google Scholar

Correo:

edgivala[at]espol.edu.ec

Áreas de investigación

Computer Networks and Communications

Information Systems

Industrial and Manufacturing Engineering

Atomic and Molecular Physics, and Optics

Materials Science (miscellaneous)

Media Technology

Métricas
20

Publicaciones

555

Citaciones

8

H-index

4

H5-index

0

FCWI

Conteo de citas

Publicaciones por año

# Título Citaciones Año de publicación Publicado en
1

MARVIN: Mobile Autonomous Robot Vehicle for Investigation & Navigation

0

2024

2024 21st International Conference on Ubiquitous Robots, UR 2024

2

Deep Learning-Based Ensemble Approach for Autonomous Object Manipulation with an Anthropomorphic Soft Robot Hand

0

2024

Electronics (Switzerland)

3

Myo Transformer Signal Classification for an Anthropomorphic Robotic Hand

2

2023

Prosthesis

4

A Deep Learning-Based Algorithm for ECG Arrhythmia Classification

1

2023

2023 IEEE 13th International Conference on Pattern Recognition Systems, ICPRS 2023

5

Supervised Machine Learning Applied to Non-Invasive EMG Signal Classification for an Anthropomorphic Robotic Hand

2

2022

2022 IEEE ANDESCON: Technology and Innovation for Andean Industry, ANDESCON 2022

6

Design of a Conveyor Belt Manipulator for Reposition of Boxes in Logistics Centers

0

2022

IEEE International Conference on Automation Science and Engineering

7

Object manipulation with an anthropomorphic robotic hand via deep reinforcement learning with a synergy space of natural hand poses

9

2021

Sensors

8

An Integrated ARMA-Based Deep Autoencoder and GRU Classifier System for Enhanced Recognition of Daily Hand Activities

5

2021

International Journal of Pattern Recognition and Artificial Intelligence

9

Hand gesture recognition using single patchable six-axis inertial measurement unit via recurrent neural networks

30

2021

Sensors (Switzerland)

10

Three-dimensional shape reconstruction of objects from a single depth view using deep U-Net convolutional neural network with bottle-neck skip connections

2

2021

IET Computer Vision

11

Natural object manipulation using anthropomorphic robotic hand through deep reinforcement learning and deep grasping probability network

16

2021

Applied Intelligence

12

Reward Shaping to Learn Natural Object Manipulation With an Anthropomorphic Robotic Hand and Hand Pose Priors via On-Policy Reinforcement Learning

1

2021

International Conference on ICT Convergence

13

Human activities recognition with a single writs imu via a variational autoencoder and android deep recurrent neural nets

8

2020

Computer Science and Information Systems

14

Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view

5

2019

IET Image Processing

15

Human-like Object Grasping and Relocation for an Anthropomorphic Robotic Hand with Natural Hand Pose Priors in Deep Reinforcement Learning

3

2019

ACM International Conference Proceeding Series

16

EMG Signal Processing with Clustering Algorithms for motor gesture Tasks

8

2018

2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018

17

Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system

349

2018

Computer Methods and Programs in Biomedicine

18

Smoking activity recognition using a single wrist IMU and deep learning light

1

2018

ACM International Conference Proceeding Series

19

Non-local means filter denoising for DEXA images

9

2017

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

20

Detection and classification of the breast abnormalities in digital mammograms via regional Convolutional Neural Network

104

2017

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

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Proyectos por año de finalización

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