Advances in Computational Intelligence Systems

Table of Contents

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   Book Overview
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   Chapter 1 An Introduction to Federated Learning: Working, Types, Benefits and Limitations
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   Chapter 2 The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine Learning
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   Chapter 3 Arabic Sentiment Analysis with Federated Deep Learning
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   Chapter 4 Towards Reinforcement Learning for Non-stationary Environments
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   Chapter 5 Predictive World Models for Social Navigation
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   Chapter 6 FireNet-Micro: Compact Fire Detection Model with High Recall
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   Chapter 7 Reward-Guided Individualised Communication for Deep Reinforcement Learning in Multi-Agent Systems
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   Chapter 8 An Evaluation of Handwriting Digit Recognition Using Multilayer SAM Spiking Neural Network
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    Chapter 9 Exploring the Linguistic Model to Operate on Architectural Façade Illumination Design
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    Chapter 10 Towards Accurate Rainfall Volume Prediction: An Initial Approach with Deep Learning, Advanced Feature Selection, Parameter Optimisation, and Ensemble Techniques for Time-Series Forecasting
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    Chapter 11 Hierarchies of Power: Identifying Expertise in Anonymous Online Interactions
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    Chapter 12 Noise Profiling for ANNs: A Bio-inspired Approach
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    Chapter 13 AI Generated Art: Latent Diffusion-Based Style and Detection
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    Chapter 14 Object Detection in Heritage Archives Using a Human-in-Loop Concept
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    Chapter 15 Semi-supervised Semantic Segmentation with Complementary Reconfirmation Mechanism
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    Chapter 16 Towards the Use of Machine Learning Classifiers for Human Activity Recognition Using Accelerometer and Heart Rate Data from ActiGraph
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    Chapter 17 Effect of Financial News Headlines on Crypto Prices Using Sentiment Analysis
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    Chapter 18 Detection of Cyberbullying on Social Media Platforms Using Machine Learning
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    Chapter 19 Analyzing Supervised Learning Models for Predicting Student Dropout and Success in Higher Education
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    Chapter 20 An Exploratory Ukraine Rising Commodities Price Analysis: Towards a Resilient Food System
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    Chapter 21 Available Website Names Classification Using Naïve Baye
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    Chapter 22 U2FSM: Unsupervised Square Finite State Machine for Gait Events Estimation from Instrumented Insoles
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    Chapter 23 Graph Attention Based Spatial Temporal Network for EEG Signal Representation
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    Chapter 24 Hybridizing Lévy Flights and Cartesian Genetic Programming for Learning Swarm-Based Optimization
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    Chapter 25 Strategies to Apply Genetic Programming Directly to the Traveling Salesman Problem
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    Chapter 26 A Method for Load Balancing and Energy Optimization in Cloud Computing Virtual Machine Scheduling
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    Chapter 27 A Dynamic Hyper Heuristic Approach for Solving the Static Frequency Assignment Problem
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    Chapter 28 Cyberattack Analysis Utilising Attack Tree with Weighted Mean Probability and Risk of Attack
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    Chapter 29 Analysing Cyberattacks Using Attack Tree and Fuzzy Rules
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    Chapter 30 Malware Prediction Using Tabular Deep Learning Models
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    Chapter 31 An Intrusion Detection System Using the XGBoost Algorithm for SDVN
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    Chapter 32 Privacy and Security Landscape of Metaverse
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    Chapter 33 Machine Learning Based XSS Attacks Detection Method
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    Chapter 34 Pre-image Calculation for Random Fourier Feature Kernel Machines
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    Chapter 35 Impact Characterization on Reinforced Aerospace Structures via Machine Learning
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    Chapter 36 Image-Based Transient Detection Algorithm for Gravitational-Wave Optical Transient Observer (GOTO) Sky Survey
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    Chapter 37 Investigation of Efficient Approaches and Applications for Image Classification Through Deep Learning
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    Chapter 38 Deep Learning Based Lightweight Model for Brain Tumor Classification and Segmentation
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    Chapter 39 Clinical Outcome Prediction Pipeline for Ischemic Stroke Patients Using Radiomics Features and Machine Learning
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    Chapter 40 Binary Classification of Medical Images by Symbolic Regression
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    Chapter 41 Tumour Detection and Segmentation in MRI Scans of the Gut Area
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    Chapter 42 Artificial Intelligence (AI) Applications in Chemistry
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    Chapter 43 Demystifying the Working, Types, Benefits and Limitations of Chatbots
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    Chapter 44 A Comparative Analysis of GPT-3 and BERT Models for Text-based Emotion Recognition: Performance, Efficiency, and Robustness
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    Chapter 45 A Human-friendly Verbal Communication Platform for Multi-Robot Systems: Design and Principles
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    Chapter 46 Exploring Community Detection Algorithms and Their Applications in Social Networks
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    Chapter 47 Probability Approximation Based Link Prediction Method for Online Social Network
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    Chapter 48 Predicting the Popularity of YouTube Videos: A Data-Driven Approach
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    Chapter 49 Analyzing and Comparing Clustering Algorithms for Student Academic Data
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    Chapter 50 Investigation of Decision Support System for Indian Penal Code Section Using Similarity Algorithm and Fuzzy Logic