Sergio Ledesma

27 papers B 1Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
Frost thickness estimation in a domestic refrigerator using acoustic signals and artificial intelligence.
Expert Syst. Appl.
Yair A. Andrade-Ambriz, Sergio Ledesma, Juan Manuel Belman-Flores, I. Carvajal-Mariscal, Dora Luz Almanza-Ojeda
2022 J jnl
Geometric Analysis of Signals for Inference of Multiple Faults in Induction Motors.
Sensors
Jose L. Contreras-Hernandez, Dora Luz Almanza-Ojeda, Sergio Ledesma, Arturo Garcia-Perez, Rogelio Castro-Sanchez, Miguel A. Gomez-Martinez, Mario Alberto Ibarra-Manzano
2022 J jnl
Human activity recognition using temporal convolutional neural network architecture.
Expert Syst. Appl.
Yair A. Andrade-Ambriz, Sergio Ledesma, Mario Alberto Ibarra-Manzano, Marvella-Izamar Oros-Flores, Dora Luz Almanza-Ojeda
2022 J jnl
On removing conflicts for machine learning.
Expert Syst. Appl.
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes, Eduardo Cabal-Yepez
2021 J jnl
Artificial Intelligence to Analyze the Cortical Thickness Through Age.
Frontiers Artif. Intell.
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Pascal Fallavollita, Jason Steffener
2021 J jnl
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map.
IEEE Access
Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma
2020 J jnl
Differential Neural Networks (DNN).
IEEE Access
Sergio Ledesma, Dora Luz Almanza-Ojeda, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Juan Gabriel Aviña-Cervantes, Pascal Fallavollita
2020 — conf
Generating X-ray Images from Point Clouds Using Conditional Generative Adversarial Networks.
EMBC
Mustafa Haiderbhai, Sergio Ledesma, Nassir Navab, Pascal Fallavollita
2020 — conf
Learning Conflicts for C-arm Kinematic Modeling using Artificial Intelligence.
EMBC
Sergio Ledesma, Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Dora Luz Almanza-Ojeda, Pascal Fallavollita
2020 J jnl
pix2xray: converting RGB images into X-rays using generative adversarial networks.
Int. J. Comput. Assist. Radiol. Surg.
Mustafa Haiderbhai, Sergio Ledesma, Sing Chun Lee, Matthias Seibold, Philipp Fürnstahl, Nassir Navab, Pascal Fallavollita
2019 J jnl
A Fast Image Dehazing Algorithm Using Morphological Reconstruction.
IEEE Trans. Image Process.
Sebastián Salazar-Colores, Eduardo Cabal-Yepez, Juan Manuel Ramos-Arreguín, Guillermo Botella, Luis Manuel Ledesma-Carrillo, Sergio Ledesma
2019 J jnl
Artificial Intelligence to Design a Mask Insensible to the Distance From the Camera to the Scene Objects.
IEEE Access
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Pascal Fallavollita
2018 J jnl
Analysis of Data Sets With Learning Conflicts for Machine Learning.
IEEE Access
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes
2018 J jnl
Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization.
Appl. Math. Comput.
Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales, Sergio Ledesma
2018 J jnl
Cost function to analyze the passband and the stopband of Digital Biquadratic Filters.
Digit. Signal Process.
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Eduardo Cabal-Yepez
2018 J jnl
Mathematical Models to Predict and Analyze the Energy Consumption of a Domestic Refrigerator for Different Position of the Shelves.
IEEE Access
Sergio Ledesma, Juan Manuel Belman-Flores, Eduardo Cabal-Yepez, Arturo Morales-Fuentes, Jorge Arturo Alfaro-Ayala, Mario Alberto Ibarra-Manzano
2017 J jnl
FPGA-based methodology for depth-of-field extension in a single image.
Digit. Signal Process.
Misael Lopez-Ramirez, Luis Manuel Ledesma-Carrillo, Eduardo Cabal-Yepez, Guillermo Botella Juan, Carlos Rodriguez-Donate, Sergio Ledesma
2017 J jnl
Fast Parabola Detection Using Estimation of Distribution Algorithms.
Comput. Math. Methods Medicine
Jose de Jesus Guerrero-Turrubiates, Iván Cruz-Aceves, Sergio Ledesma, Juan Manuel Sierra-Hernández, Jonás Velasco, Juan Gabriel Aviña-Cervantes, Maria Susana Avila Garcia, Horacio Rostro-González, Roberto Rojas-Laguna
2016 B conf
Analysis of COP stability in a refrigeration system using artificial neural networks.
IJCNN
Sergio Ledesma, Juan Manuel Belman-Flores
2013 J jnl
Analysis of a variable speed vapor compression system using artificial neural networks.
Expert Syst. Appl.
Juan Manuel Belman-Flores, Sergio Ledesma, Ma. de Guadalupe García-Hernández, José Ruiz, José L. Rodríguez-Muñoz
2011 — conf
Analysis of self-similar data by artificial neural networks.
ICNSC
Sergio Ledesma, José Ruiz, Guadalupe García, Gabriel Aviña, Donato Hernández
2008 — conf
Association rule-based Markov Decision Processes.
LA-NMR
Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández
2008 — conf
Feature Selection Using Artificial Neural Networks.
MICAI
Sergio Ledesma, Gustavo Cerda-Villafana, Gabriel Aviña, Donato Hernández, Miguel Torres
2007 — conf
Temperature Cycling on Simulated Annealing for Neural Network Learning.
MICAI
Sergio Ledesma, Miguel Torres, Donato Hernández, Gabriel Aviña, Guadalupe García
2007 J jnl
Two approximation methods to synthesize the power spectrum of fractional Gaussian noise.
Comput. Stat. Data Anal.
Sergio Ledesma, Derong Liu, Donato Hernández
2006 J jnl
PM10 Classification with SOM Neural Networks for Air Quality Levels Estimation.
Res. Comput. Sci.
Antonio Vega-Corona, Diego Andina, J. Miguel Barrón-Adame, Maria Guadalupe Cortina, Sergio Ledesma
2000 J jnl
Synthesis of fractional gaussian noise using linear approximation for generating self-similar network traffic.
Comput. Commun. Rev.
Sergio Ledesma, Derong Liu