Machine learning for complex and unmanned systems /

"This book highlights applications that include machine learning methods to enhance new developments in complex and unmanned systems. The main topics covered under this title include: machine learning, artificial intelligence, cryptography, submarines, drones, security in healthcare, Internet o...

Full description

Bibliographic Details
Corporate Author:	Taylor & Francis
Other Authors:	Tlelo-Cuautle, Esteban (Editor), Martinez-Carranza, Jose (Editor), Inzunza-Gonzalez, Everardo (Editor), Efrén García-Guerrero, Enrique (Editor)
Format:	eBook
Language:	English
Published:	Boca Raton, FL ; Abingdon, Oxon : CRC Press, 2024.
Edition:	First edition.
Subjects:	Intelligent control systems. Machine learning > Industrial applications. Commande intelligente. Apprentissage automatique > Applications industrielles. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Echo state networks to solve classification tasks / Luis Gerardo de la Fraga, Astrid Maritza Gonzalez-Zapata, and Andres Cureno Ramirez
Continual learning for camera localisation / Aldrich A. Cabrera-Ponce, Manuel Martin-Ortiz and Jose Martinez-Carranza
Classifying ornamental fish using deep learning algorithms / O.A. Aguirre-Castro, E. Inzunza-Gonzalez, O.R. Lopez-Bonilla, U.J. Tamayo-Perez, E.E. Garcia-Guerrero, and D.A. Trujillo Toledo
Power amplifier modeling comparison for highly and sparse nonlinear behavior / J.A. Galaviz-Aguilar, C. Vargas-Rosales, D.S. Aguila-Torres, and J.R. Cardenas-Valdez
Models and methods for anomaly detection in video surveillance / Ernesto Cruz-Esquivel and Zobeida J. Guzman-Zavaleta
Deep learning to classify pulmonary infectious diseases / Dora-Luz Flores, Ricardo Perea-Jacobo, Miguel Angel Chevannier Guerrero, Rafael Gonzalez-Landaeta, and Raquel Muniz-Salazar
Memristor-based ring oscillators as alternative for reliable / Joseph Herbert Mitchell-Moreno, Guillermo Espinosa FloresVerdad, and Arturo Sarmiento-Reyes
Past and future data to train an artificial pilot / L. Oyuki Rojas-Perez, Alejandro Gutierrez-Giles, Jose Martinez Carranza
Optimization of UAV flight controllers for trajectory tracking / Jonathan Daniel Diaz-Munoz, Oscar Martinez-Fuentes, and Israel Cruz-Vega
Development of synthetic dataset using aerial navigation / J.M. Fortuna-Cervantes, M.T. Ramirez-Torres, M. Mejia-Carlos, and J. Martinez-Carranza
Coverage analysis in air-ground communications under random disturbances / Esteban Tlelo-Coyotecatl, Giselle Monserrat Galvan-Tejada, and Manuel Mauricio Lara-Barron
A review of noise production and mitigation in UAVs / Caleb Rascon and Jose Martinez-Carranza
An overview of NeRF methods for aerial robotics / Luis Fernando Rosas-Ordaz, Leticia Oyuki Rojas-Perez, Cesar Martinez-Torres, and Jose Martinez-Carranza
Warehouse inspection using autonomous drones and spatial AI / Jose Martinez-Carranza, Leticia Oyuki Rojas-Perez
Cognitive dynamic systems for cyber-physical engineering / Cesar Torres Huitzil
EEG-biased motor and imaginary movement classification / Francisco Javier Ramırez-Arias, Juan Miguel Colores-Vargas, Jovn Oseas Mrida-Rubio, and Enrique Efren Garcia-Guerrero, Everardo Inzunza-Gonzalez.