Machine learning for complex and unmanned systems
Echo state networks to solve classification tasks / Luis Gerardo de la Fraga, Astrid Maritza Gonzalez-Zapata, and Andres Cureño Ramírez -- Continual learning for camera localisation / Aldrich A. Cabrera-Ponce, Manuel Martin-Ortiz and Jose Martinez-Carranza -- Classifying ornamental fish using deep l...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Boca Raton, London, New York
CRC Press
2024
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| Ausgabe: | First edition |
| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis |
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Tag hinzufügen | Zusammenfassung: | Echo state networks to solve classification tasks / Luis Gerardo de la Fraga, Astrid Maritza Gonzalez-Zapata, and Andres Cureño Ramírez -- 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-González, O.R. López-Bonilla, U.J. Tamayo-Pérez, E.E. García-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. Cárdenas-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 Díaz-Muñoz, Oscar Martínez-Fuentes, and Israel Cruz-Vega -- Development of synthetic dataset using aerial navigation / J.M. Fortuna-Cervantes, M.T. Ramírez-Torres, M. Mejía-Carlos, and J. Martínez-Carranza -- Coverage analysis in air-ground communications under random disturbances / Esteban Tlelo-Coyotecatl, Giselle Monserrat Galván-Tejada, and Manuel Mauricio Lara-Barrón -- 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 García-Guerrero, Everardo Inzunza-González. "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 of Things and robotics. This book can be used by graduate students, industrial and academic professionals to revise real case studies in applying machine learning in the areas of modeling, simulation and optimization of complex systems, cryptography, electronics, healthcare, control systems, Internet of Things, security, and unmanned systems such as submarines, drones and robots" |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xvii, 367 Seiten Illustrationen, Diagramme |
| ISBN: | 9781032472249 978-1-032-47224-9 9781032473307 978-1-032-47330-7 |