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Intelligence of Things: Technologies and Applications: The Second International Conference on Intelligence of Things (ICIT 2023), Ho Chi Minh City, Vietnam, October 25-27, 2023, Proceedings, Volume 2: Lecture Notes on Data Engineering and Communications Technologies, cartea 188

Editat de Nhu-Ngoc Dao, Tran Ngoc Thinh, Ngoc Thanh Nguyen
en Limba Engleză Paperback – 20 oct 2023
This book aims to provide state-of-the-art knowledge in the field of Intelligence of Things to both academic and industrial readers. In particular, undergraduate, graduate, and researchers may find valuable information to drive their future research. This book is considered a reference for numerous courses such as Artificial Intelligence, Internet of Things, Intelligent Systems, and Mobile Networks. In the industrial area, this book provides information on recent studies in applying AI to IoT developments, which help to align and shorten R&D processes to introduce new classes of intelligent IoT products. This book provides a technical reference for interdisciplinary studies which utilize machine learning and IoT as tools in their fields such as constructional management, smart agriculture, Earth sciences and geo-spatial analysis, intelligent business, and digital transformation in education.

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Specificații

ISBN-13: 9783031467486
ISBN-10: 3031467485
Pagini: 356
Ilustrații: XIV, 356 p. 161 illus., 135 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.52 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes on Data Engineering and Communications Technologies

Locul publicării:Cham, Switzerland

Cuprins

Investigating Ensemble Learning Methods for Predicting Water Quality Index.- Age-Invariant Face Recognition Based on Self-Supervised Learning.- Detection of Kidney Stone Based on Super Resolution Techniques and YOLOv7 Under Limited Training Samples.- Hardware-Based Lane Detection System Architecture for Autonomous Vehicles.- Video Classification Based on the Behaviors of Children in Pre-School Through Surveillance Cameras.- Land Subsidence Susceptibility Mapping Using Machine Learning in the Google Earth Engine Platform.- Building an AI-Powered IoT App for Fall Detection Using Yolov8 Approach.- Seam Puckering Level Classification Using AIoT Technology.- Classification of Pneumonia on Chest X-Ray Image Using Transfer Learning.- Bayesian Approach for Static Object Detection and Localization in Unmanned Ground Vehicles.- Diabetic Retinopathy Diagnosis Leveraging Densely Connected Convolutional Networks and Explanation Technique.- Deep Learning Approach for Inundation Area Detection UsingSentinel Data.- Classification of Raisin Grains Based on Ensemble Learning Techniques in Machine Learning.- An Effective Deep Learning Model for Detecting Plant Diseases Using a Natural Dataset for the Agricultural IoT System.- Real-Time Air Quality Monitoring System Using Fog Computing Technology.- An Intelligent Computing Method for Scheduling Projects with Normally Distributed Activity Times.

Textul de pe ultima copertă

This book aims to provide state-of-the-art knowledge in the field of Intelligence of Things to both academic and industrial readers. In particular, undergraduate, graduate, and researchers may find valuable information to drive their future research. This book is considered a reference for numerous courses such as Artificial Intelligence, Internet of Things, Intelligent Systems, and Mobile Networks. In the industrial area, this book provides information on recent studies in applying AI to IoT developments, which help to align and shorten R&D processes to introduce new classes of intelligent IoT products. This book provides a technical reference for interdisciplinary studies which utilize machine learning and IoT as tools in their fields such as constructional management, smart agriculture, Earth sciences and geo-spatial analysis, intelligent business, and digital transformation in education.

Caracteristici

Presents recent research on Intelligence of Things Provides proceedings of the Second International Conference on Intelligence of Things Written by experts in the field