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ORCIDSergio E. Ledesma-Orozco
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Journal Articles
- 2022
[j22]Yair A. Andrade-Ambriz
, Sergio Ledesma, Mario Alberto Ibarra-Manzano, Marvella-Izamar Oros-Flores, Dora Luz Almanza-Ojeda:
Human activity recognition using temporal convolutional neural network architecture. Expert Syst. Appl. 191: 116287 (2022)- [j21]Yair A. Andrade-Ambriz, Sergio Ledesma, Juan Manuel Belman-Flores, I. Carvajal-Mariscal, Dora Luz Almanza-Ojeda:
Frost thickness estimation in a domestic refrigerator using acoustic signals and artificial intelligence. Expert Syst. Appl. 201: 117071 (2022) - [j20]Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes, Eduardo Cabal-Yepez:
On removing conflicts for machine learning. Expert Syst. Appl. 206: 117835 (2022) - [j19]Jose L. Contreras-Hernandez, Dora Luz Almanza-Ojeda, Sergio Ledesma, Arturo Garcia-Perez, Rogelio Castro-Sanchez, Miguel A. Gomez-Martinez, Mario Alberto Ibarra-Manzano:
Geometric Analysis of Signals for Inference of Multiple Faults in Induction Motors. Sensors 22(7): 2622 (2022) - 2021
- [j18]Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma:
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access 9: 6868-6877 (2021) - [j17]Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Pascal Fallavollita, Jason Steffener:
Artificial Intelligence to Analyze the Cortical Thickness Through Age. Frontiers Artif. Intell. 4: 549255 (2021) - 2020
- [j16]Sergio Ledesma, Dora Luz Almanza-Ojeda, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Juan Gabriel Aviña-Cervantes, Pascal Fallavollita:
Differential Neural Networks (DNN). IEEE Access 8: 156530-156538 (2020) - [j15]Mustafa Haiderbhai, Sergio Ledesma, Sing Chun Lee, Matthias Seibold, Philipp Fürnstahl, Nassir Navab, Pascal Fallavollita:
pix2xray: converting RGB images into X-rays using generative adversarial networks. Int. J. Comput. Assist. Radiol. Surg. 15(6): 973-980 (2020) - 2019
- [j14]Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Pascal Fallavollita:
Artificial Intelligence to Design a Mask Insensible to the Distance From the Camera to the Scene Objects. IEEE Access 7: 79934-79943 (2019) - [j13]Jose L. Contreras-Hernandez, Dora Luz Almanza-Ojeda, Sergio E. Ledesma-Orozco, Arturo Garcia-Perez, René de Jesús Romero-Troncoso, Mario Alberto Ibarra-Manzano:
Quaternion Signal Analysis Algorithm for Induction Motor Fault Detection. IEEE Trans. Ind. Electron. 66(11): 8843-8850 (2019) - [j12]Sebastián Salazar-Colores, Eduardo Cabal-Yepez, Juan Manuel Ramos Arreguín, Guillermo Botella, Luis Manuel Ledesma-Carrillo, Sergio Ledesma:
A Fast Image Dehazing Algorithm Using Morphological Reconstruction. IEEE Trans. Image Process. 28(5): 2357-2366 (2019) - 2018
- [j11]Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes:
Analysis of Data Sets With Learning Conflicts for Machine Learning. IEEE Access 6: 45062-45070 (2018) - [j10]Sergio Ledesma, Juan Manuel Belman-Flores, Eduardo Cabal-Yepez, Arturo Morales-Fuentes, Jorge Arturo Alfaro-Ayala, Mario Alberto Ibarra-Manzano:
Mathematical Models to Predict and Analyze the Energy Consumption of a Domestic Refrigerator for Different Position of the Shelves. IEEE Access 6: 68882-68891 (2018) - [j9]Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales, Sergio Ledesma:
Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization. Appl. Math. Comput. 339: 568-587 (2018) - [j8]Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Eduardo Cabal-Yepez:
Cost function to analyze the passband and the stopband of Digital Biquadratic Filters. Digit. Signal Process. 75: 255-263 (2018) - 2017
- [j7]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:
Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 2017: 6494390:1-6494390:13 (2017) - [j6]Misael Lopez-Ramirez, Luis Manuel Ledesma-Carrillo, Eduardo Cabal-Yepez, Guillermo Botella Juan, Carlos Rodriguez-Donate, Sergio Ledesma:
FPGA-based methodology for depth-of-field extension in a single image. Digit. Signal Process. 70: 14-23 (2017) - 2014
- [j5]Sheila Esmeralda González-Reyna, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco:
Applying balancing techniques in traffic sign recognition. Artif. Intell. Res. 3(4): 38-42 (2014) - 2013
- [j4]Juan Manuel Belman-Flores, Sergio Ledesma, Ma. de Guadalupe García-Hernández, José Ruiz, José L. Rodríguez-Muñoz:
Analysis of a variable speed vapor compression system using artificial neural networks. Expert Syst. Appl. 40(11): 4362-4369 (2013) - 2012
- [j3]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco, Edgar Alvarado-Mendez, Alberto Reyes-Ballesteros:
New prioritized value iteration for Markov decision processes. Artif. Intell. Rev. 37(2): 157-167 (2012) - 2007
- [j2]Sergio Ledesma, Derong Liu, Donato Hernández:
Two approximation methods to synthesize the power spectrum of fractional Gaussian noise. Comput. Stat. Data Anal. 52(2): 1047-1062 (2007) - 2000
- [j1]Sergio Ledesma, Derong Liu:
Synthesis of fractional gaussian noise using linear approximation for generating self-similar network traffic. Comput. Commun. Rev. 30(2): 4-17 (2000)
Conference and Workshop Papers
- 2020
- [c12]Mustafa Haiderbhai, Sergio Ledesma, Nassir Navab, Pascal Fallavollita:
Generating X-ray Images from Point Clouds Using Conditional Generative Adversarial Networks. EMBC 2020: 1588-1591 - [c11]Sergio Ledesma, Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Dora Luz Almanza-Ojeda, Pascal Fallavollita:
Learning Conflicts for C-arm Kinematic Modeling using Artificial Intelligence. EMBC 2020: 2421-2424 - 2016
- [c10]Sergio Ledesma, Juan Manuel Belman-Flores:
Analysis of COP stability in a refrigeration system using artificial neural networks. IJCNN 2016: 558-565 - 2014
- [c9]Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Sergio Eduardo Ledesma-Orozco, Juan Gabriel Aviña-Cervantes:
Pitch estimation for musical note recognition using Artificial Neural Networks. CONIELECOMP 2014: 53-58 - 2013
- [c8]Sheila Esmeralda González-Reyna, Juan Gabriel Aviña-Cervantes, Sergio Eduardo Ledesma-Orozco, Iván Cruz-Aceves, Ma. de Guadalupe García-Hernández:
Traffic Sign Recognition Based on Linear Discriminant Analysis. MICAI (2) 2013: 185-193 - 2012
- [c7]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes:
Reduction of temporal complexity in Markov decision processes. CONIELECOMP 2012: 311-316 - 2011
- [c6]Sergio Ledesma, José Ruiz, Guadalupe García, Gabriel Aviña, Donato Hernández:
Analysis of self-similar data by artificial neural networks. ICNSC 2011: 480-485 - 2010
- [c5]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes, Eva Onaindia, Alberto Reyes-Ballesteros:
Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes. ISKE 2010: 89-94 - 2008
- [c4]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández:
Association rule-based Markov Decision Processes. LA-NMR 2008 - [c3]Gustavo Cerda-Villafana, Sergio E. Ledesma-Orozco, Efren Gonzalez-Ramirez:
Tank Model Coupled with an Artificial Neural Network. MICAI 2008: 343-350 - [c2]Sergio Ledesma, Gustavo Cerda-Villafana, Gabriel Aviña, Donato Hernández, Miguel Torres:
Feature Selection Using Artificial Neural Networks. MICAI 2008: 351-359 - 2007
- [c1]Sergio Ledesma, Miguel Torres, Donato Hernández, Gabriel Aviña, Guadalupe García:
Temperature Cycling on Simulated Annealing for Neural Network Learning. MICAI 2007: 161-171
Coauthor Index
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