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Intelligent Networks and Systems cover

Intelligent Networks and Systems

Advanced Technologies and Applications

by Nazmul Siddique, Mohammad Shamsul Arefin, Sheak Rashed Haider Noori, M. Shamim Kaiser

1st Edition

Publisher: Chapman & Hall

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Book Details

Print ISBN9781032643304
eText ISBN9781040421444
PublisherChapman & Hall
Publishing Year2025
Edition1st Edition
LanguageEnglish
Pages410

The 1st Edition of Intelligent Networks and Systems offers a focused examination of modern connected infrastructure, covering smart grids, Internet of Things deployments, machine learning for network optimization, and system cybersecurity. Written for researchers, industry professionals, and technology enthusiasts, this volume presents clear analytical foundations for deploying and managing complex digital networks.

The collection addresses ethical and regulatory challenges associated with integrating intelligent networks into daily life. Specific engineering applications include an ESP32-driven IoT framework designed for monitoring multi-data centers using MQTT messaging and Node-RED analytical tools. Further technical coverage highlights human activity recognition through smartphone and wearable sensors evaluated with a multi-branch CNN-LSTM neural architecture.

A defining practical feature presents an intrusion detection system tailored for IoT network security using XGBoost classification algorithms. Spanning 410 pages, the text assists advanced researchers and engineering practitioners who evaluate data-driven network implementations and security controls across contemporary digital environments.

Table of Contents

  1. Chapter 1: Communication Traffic Characteristics Reveal an IoT Device’s Identity

  2. Chapter 2: ESP32-based IoT Architecture for Multi-Data Center Monitoring with MQTT Protocol and Node-RED Analytics

  3. Chapter 3: A Multi-Branch CNN-LSTM Based Human Activity Recognition Using Wearable and Smartphone Sensors

  4. Chapter 4: Real-time Full-Stack University Bus Tracking System Based on IoT

  5. Chapter 5: A Novel Technique for Classification of Motor Imagery EEG Signal Based on Deep Learning Approaches

  6. Chapter 6: An Ensemble Learning Approach For Multiclass Skin Cancer Classification

  7. Chapter 7: Analyzing the Problems of Typical Building Management System in Bangladesh: An Approach to IoT Based Automated Building Management

  8. Chapter 8: Strengthening Transparency, Privacy and Protection Against Political Intervention in Journalism using Blockchain and IPFS

  9. Chapter 9: SCGNet-Stacked Convolution with Gated Recurrent Unit Network for Cyber Network Intrusion Detection and Intrusion Type Classification

  10. Chapter 10: Intrusion Detection System for IoT Network Security via XGBoost

  11. Chapter 11: Design & Analysis of an IoT Based Liquid Flow Control & Quality Monitoring System

  12. Chapter 12: Evaluating the Reliability of CNN Models on Classifying Traffic and Road Signs using LIME

  13. Chapter 13: Wireless Synchronization of Multiple Motors for Industry 4.0 Using IoT Technology

  14. Chapter 14: Design and Implementation of a Cost-Effective Automatic Water Pump Control System for Domestic Applications Using IoT

  15. Chapter 15: An Automated Tool to Generate Requirement Diagrams from Natural Language Requirements

  16. Chapter 16: Blockchain Methodology for Securing Data within Deep-learning based Prediction and Observation on Time-Security Trade-off

  17. Chapter 17: Exploring the Intersection of Machine Learning and Explainable Artificial Intelligence: An Analysis and Validation of ML Models Through XAI for Intrusion Detection

  18. Chapter 18: Enhancing E-Commerce Platforms with Proof of Authority: A Comprehensive Exploration and Application of Blockchain Consensus Mechanisms

  19. Chapter 19: An Empirical Framework of Drowsiness Detection Using CNN

  20. Chapter 20: Spam Email Detection using Comparative Machine Learning

  21. Chapter 21: Color Image Encryption based on Multiple Chaotic Maps and Substitution Box

  22. Chapter 22: A Machine Learning Approach to Predict the Workload of Virtual Machines in Green Cloud Computing

  23. Chapter 23: Green Mobile Edge Computing System in 5G Based Medicare System

  24. Chapter 24: Smart Railway Crossing System (SRCS) Using IoT Philosophy: Bangladesh Context

  25. Chapter 25: Road Damage Detection and Classification using YOLOv7

  26. Chapter 26: A Blockchain System for a Decentralized and Safe Educational Record Archive

  27. Chapter 27: Efficient Location Prediction in MANETs using Machine Learning-Based Node Mobility Forecasting

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