Humberto Sossa

Humberto Sossa

Instituto Politécnico Nacional

H-index: 35

Latin America-Mexico

About Humberto Sossa

Humberto Sossa, With an exceptional h-index of 35 and a recent h-index of 22 (since 2020), a distinguished researcher at Instituto Politécnico Nacional, specializes in the field of Computer Vision, Pattern Recognition, Image Analysis, Neural Networks.

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

Electricity consumption modeling by a chaotic convolutional radial basis function network

Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms

Thematic Section: Advances in Pattern Recognition

Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning

Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification

Automatic Recognition of Leukemia AML Using Evolutionary Vision

Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms

Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties

Humberto Sossa Information

University

Position

Center for Computing Research-

Citations(all)

4338

Citations(since 2020)

1928

Cited By

2354

hIndex(all)

35

hIndex(since 2020)

22

i10Index(all)

103

i10Index(since 2020)

50

Email

University Profile Page

Instituto Politécnico Nacional

Google Scholar

View Google Scholar Profile

Humberto Sossa Skills & Research Interests

Computer Vision

Pattern Recognition

Image Analysis

Neural Networks

Top articles of Humberto Sossa

Title

Journal

Author(s)

Publication Date

Electricity consumption modeling by a chaotic convolutional radial basis function network

The Journal of Supercomputing

Donaldo Garcia

José de Jesús Rubio

Humberto Sossa

Jaime Pacheco

Guadalupe Juliana Gutierrez

...

2024/3

Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms

Computación y Sistemas

Ricardo Salvador Luna-Lozoya

Humberto de Jesús Ochoa-Domínguez

Juan Humberto Sossa-Azuela

Vianey Guadalupe Cruz-Sánchez

Osslan Osiris Vergara-Villegas

2024/3/20

Thematic Section: Advances in Pattern Recognition

Computación y Sistemas

Osslan Osiris Vergara Villegas

Vianey Guadalupe Cruz Sánchez

Juan Humberto Sossa Azuela

Jesús Ariel Carrasco Ochoa

José Francisco Martínez Trinidad

...

2023/3/30

Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning

Pattern Recognition Letters

Samuel Omar Tovias-Alanis

Humberto Sossa

Wilfrido Gómez-Flores

2023/8/1

Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification

Neural Networks

Wilfrido Gómez-Flores

Humberto Sossa

2023/11/1

Automatic Recognition of Leukemia AML Using Evolutionary Vision

Computación y Sistemas

Rocio Ochoa-Montiel

Humberto Sossa

Gustavo Olague

Carlos Sánchez-López

2023/3

Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms

Ricardo Salvador Luna Lozoya

Humberto de Jesús Ochoa Domínguez

Juan Humberto Sossa Azuela

Vianey Guadalupe Cruz Sánchez

Osslan Osiris Vergara Villegas

2023/6/9

Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties

Pattern Recognition

Fernando Arce

Wilfrido Gómez-Flores

Uriel Escalona

Humberto Sossa

2023/10/1

Blood Pressure Estimation Algorithm by a Cuff-Based Monitoring Unit

Computación y Sistemas

Elizabeth López-Lozada

David Peréz-Martínez

Diana Patricia Barragán Vázquez

J Yaljá Montiel-Pérez

Juan Humberto Sossa Azuela

2023/12/17

Residual 3D Convolutional Neural Network to Enhance Sinograms from Small-Animal Positron Emission Tomography Images

Pattern Recognition Letters

J. Polanco L. Rodriguez

H. Ochoa

O. Vergara

V. Cruz

H. Sossa

2023

Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial Network

Jesús González Godoy

Juan Humberto Sossa Azuela

2023/6/9

Comparison of Neural Networks for Emotion Detection

Computación y Sistemas

Jose Angel Martinez-Navarro

Elsa Rubio-Espino

Juan Humberto Sossa-Azuela

Victor Hugo Ponce-Ponce

Heron Molina-Lozano

...

2023/9

3-D Interface for Humanoid Robot Operation

Computación y Sistemas

Jacobo E Cruz Silva

J Yalja Montiel Pérez

J Humberto Sossa Azuela

2023/12/17

Using a novel XAI algorithm for Data Augmentation in image classification problems.

International Journal of Combinatorial Optimization Problems & Informatics

Tonantzin Marcayda Guerrero Velázquez

Juan Humberto Sossa Azuela

2023/1/1

Objective psychomotor laparoscopic skills evaluation using a low-cost wearable device based on accelerometry: construct and concurrent validity study

Surgical Endoscopy

Iván Tlacaélel Franco-González

Arturo Minor-Martínez

Ricardo Manuel Ordorica-Flores

Juan Humberto Sossa-Azuela

Fernando Pérez-Escamirosa

2023/4

Hip and lower limbs 3D motion tracking using a double-stage data fusion algorithm for IMU/MARG-based wearables sensors

Biomedical Signal Processing and Control

José Antonio Barraza Madrigal

Lauro Armando Contreras Rodríguez

Eladio Cardiel Pérez

Pablo Rogelio Hernández Rodríguez

Humberto Sossa

2023/9/1

Energy processes prediction by a convolutional radial basis function network

Energy

José de Jesús Rubio

Donaldo Garcia

Humberto Sossa

Ivan Garcia

Alejandro Zacarias

...

2023/12/1

Dendritic neural networks in the classification of estrous cycle images.

International Journal of Combinatorial Optimization Problems & Informatics

Rocio Ochoa-Montiel

Rodrigo Román-Godínez

Erik Zamora

Humberto Sossa

Gerardo Hernández

2023/1/1

Algoritmos autóctonos para la segmentación digital de imágenes

Anales de la Academia de Ciencias de Cuba

Roberto Rodríguez Morales

Yasel Garcés Suárez

Esley Torres García

Juan Humberto Sossa Azuela

2023/4

Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022

Pattern Recognition Letters

Osslan Osiris Vergara Villegas

Vianey Guadalupe Cruz Sánchez

Juan Humberto Sossa Azuela

Jesús Ariel Carrasco Ochoa

José Francisco Martínez Trinidad

...

2023/8

See List of Professors in Humberto Sossa University(Instituto Politécnico Nacional)

Co-Authors

H-index: 46
Erik Cuevas

Erik Cuevas

Universidad de Guadalajara

H-index: 38
Daniel Zaldivar Navarro

Daniel Zaldivar Navarro

Universidad de Guadalajara

H-index: 14
Valentin Osuna-Enciso

Valentin Osuna-Enciso

Universidad de Guadalajara

H-index: 14
Beatriz A Garro

Beatriz A Garro

Universidad Nacional Autónoma de México

H-index: 11
Erik Zamora

Erik Zamora

Instituto Politécnico Nacional

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