Advances in Computer Science and Ubiquitous Computing [electronic resource] : Proceedings of CUTE-CSA 2022 / edited by Ji Su Park, Laurence T. Yang, Yi Pan, Jong Hyuk Park.

Colaborador(es): Park, Ji Su [editor.] | Yang, Laurence T [editor.] | Pan, Yi [editor.] | Park, Jong Hyuk [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Electrical Engineering ; 1028Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: XXXII, 795 p. 329 illus., 264 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819912520Tema(s): Telecommunication | Computational intelligence | Computer networks  | Communications Engineering, Networks | Computational Intelligence | Computer Communication NetworksFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 621.382 Clasificación LoC:TK5101-5105.9Recursos en línea: Libro electrónicoTexto
Contenidos:
Random Forest in Federated Learning Setting -- TL-SMOTE: Re-balancing data in Federated Learning for Anomaly detection -- Gaussian Pseudospectral Optimization Driven Neural Network Planning of Obstacle Avoidance Trajectory -- Research on synchronous control method of dual motor based on ADRC speed compensation -- MDagg: A new Aggregation Method using Mahalanobis Distance -- Graphormer-NAS: Graph Transformer For Neural Architecture Search.
En: Springer Nature eBookResumen: This book presents the combined proceedings of the 14th International Conference on Computer Science and its Applications (CSA 2022) and the 16th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2022), both held in Vientiane, Laos, December 19-21, 2022. The aim of these two meetings was to promote discussion and interaction among academics, researchers and professionals in the field of ubiquitous computing technologies & Computer Science and its Applications. These proceedings reflect the state of the art in the development of computational methods, involving theory, algorithms, numerical simulation, error and uncertainty analysis and novel applications of new processing techniques in engineering, science and other disciplines related to ubiquitous computing.
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Acceso multiusuario

Random Forest in Federated Learning Setting -- TL-SMOTE: Re-balancing data in Federated Learning for Anomaly detection -- Gaussian Pseudospectral Optimization Driven Neural Network Planning of Obstacle Avoidance Trajectory -- Research on synchronous control method of dual motor based on ADRC speed compensation -- MDagg: A new Aggregation Method using Mahalanobis Distance -- Graphormer-NAS: Graph Transformer For Neural Architecture Search.

This book presents the combined proceedings of the 14th International Conference on Computer Science and its Applications (CSA 2022) and the 16th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2022), both held in Vientiane, Laos, December 19-21, 2022. The aim of these two meetings was to promote discussion and interaction among academics, researchers and professionals in the field of ubiquitous computing technologies & Computer Science and its Applications. These proceedings reflect the state of the art in the development of computational methods, involving theory, algorithms, numerical simulation, error and uncertainty analysis and novel applications of new processing techniques in engineering, science and other disciplines related to ubiquitous computing.

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