Artificial Intelligence Applications for Smart Societies: Recent Advances (Studies in Distributed Intelligence),Mohamed Elhoseny

-About this book

This volume discusses recent advances in Artificial Intelligence (AI) applications in smart, internet-connected societies, highlighting three key focus areas. The first focus is on intelligent sensing applications. This section details the integration of Wireless Sensing Networks (WSN) and the use of intelligent platforms for WSN applications in urban infrastructures, and discusses AI techniques on hardware and software systems such as machine learning, pattern recognition, expert systems, neural networks, genetic algorithms, and intelligent control in transportation and communications systems. The second focus is on AI-based Internet of Things (IoT) systems, which addresses applications in traffic management, medical health, smart homes and energy. Readers will also learn about how AI can extract useful information from Big Data in IoT systems. The third focus is on crowdsourcing (CS) and computing for smart cities. this section discusses how CS via GPS devices, GIS tools, traffic cameras, smart cards, smart phones and road deceleration devices enables citizens to collect and share data to make cities smart, and how these data can be applied to address urban issues including pollution, traffic congestion, public safety and increased energy consumption. This book will of interest to academics, researchers and students studying AI, cloud computing, IoT and crowdsourcing in urban applications.

 -Contents
Artificial Intelligence Applications for Smart Societies,Mohamed Elhoseny, Mohamed Abdel-Basset and K. Shankar
An Intelligent Classification Model for Big Data with Artificial Intelligence in Social Internet of Things,R. Lenin Babu and R. Adaline Suji
An Efficient Low-Cost Smart Water Monitoring System Based on the Internet of Things and Artificial Intelligence Techniques,S. Abdul Rahaman and Haitham A. Jamil
Multi-Objective WSN Detection Model in the Internet of Underwater Things (IoUT) for Smart Cities,Ashit Kumar Dutta and Hazim Saleh Alarawashdeh
An Intelligent Multi-Objective Optimal Resource Allocation via Modified Fish Swarm for Sustainable Smart Cities,Irina Valeryevna Pustokhina and Denis Alexandrovich Pustokhin
An Artificial Intelligence-Based Improved Grasshopper Optimization Algorithm for Attack and Anomaly Detection in Smart Societies,Andino Maseleno, Dadang Sudrajat, Hamzah Eteruddin, Afif Zuhri Arfianto, Dian Ade Kurnia and Robbi Rahim
An Effective Artificial Intelligence Approach Based on Multipoint Relays for Transportation in Smart Cities Using a Certificate Revocation Scheme
Robbi Rahim, Tuti Agustin, A. S. Ahmar, Rahmat Hidayat, Kundharu Saddhono and Andino Maseleno
An Intelligent Intrusion Detection for Smart Cities Application Based on Random Optimization with Recurrent Network,Andino Maseleno, Dahlan Abdullah, Erwinsyah Satria, Fabian N. J. Souisa and Robbi Rahim
An Intelligent Fitness-Scaling Chaotic Genetic Ant Colony Algorithm Based on Task-Scheduling in Cloud Computing Environments,N. Krishnaraj and N. B. Prakash
Artificial Intelligence-Based Optimal Residual Network Model for Diabetic Retinopathy Image Classification,K. Yazhini and D. Loganathan
A Framework of Automated Office Farming with Advanced Sensing Technology for Smart Cities,R. Revathy, S. Balamurali and P. Murali
Intelligent Heart Disease Detection and Classification Method Using Optimal Neuro-Fuzzy with Stochastic Gradient Descent Model for Smart Societies,R. Arunprakash, R. M. Bhavadharini, K. Vinoth Kumar and T. Jayasankar
Intelligent Call Admission Control Decision Maker for Cloud-Based Smart City Applications in the 5G Environment,R. Meenakshi
Real Time License Plate Recognition Model Using Convolution Neural Network for Intelligent Transportation Systems,Velmurugan Subbiah Parvathy, Sivakumar Pothiraj and Jenyfal Sampson
Robust Digital Image Watermarking Approach for Secure Medical Data Transmission in Smart Cities,Laxmi Lydia, N. Sharmili, T. Pavani and Sampath Dakshina Murthy
Index

-caractéristiques

Date de parution :24 mai 2021

Éditeur : Springer Nature   

Langue : Anglais

NB.de pages : 252 pages

ISBN-10 : 3030630676

ISBN-13 : 978-3030630676

Poids de l’article : 544 g

Dimensions : 15.6 x 1.6 x 23.39 cm