Intelligent Systems and Applications

Table of Contents

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   Book Overview
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   Chapter 1 YOLO-Based Object Detection in Industry 4.0 Fischertechnik Model Environment
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   Chapter 2 Towards End-to-End Escape in Urban Autonomous Driving Using Reinforcement Learning
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   Chapter 3 MS-ETL: An Architecture for the Multiple Data Source Extraction, Transformation, and Load Applied to Solar Flares Data
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   Chapter 4 Wind Turbine Data-Driven Intelligent Fault Detection
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   Chapter 5 Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions
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   Chapter 6 Pre-trained Deep Learning Models for Chest X-Rays’ Classification: Views and Age-Groups
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   Chapter 7 Impact of Gender and Chest X-Ray View Imbalance in Pneumonia Classification Using Deep Learning
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   Chapter 8 Gesture Recognition of Filipino Sign Language Using Convolutional and Long-Short Term Memory Neural Network
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    Chapter 9 Index Tracking Via Learning to Predict Market Sensitivities
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    Chapter 10 Deep Learning Models for Inventory Decisions: A Comparative Analysis
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    Chapter 11 Detecting Standard Library Functions in Obfuscated Code
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    Chapter 12 How Starting Points and Representations Affect Software Modularisation: An Empirical Analysis
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    Chapter 13 ASR Bundestag: A Large-Scale Political Debate Dataset in German
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    Chapter 14 Prototype App Mobile for Real Time American Sign Language Recognition Based on Deep Learning
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    Chapter 15 A Novel DNN-Based IDS System Combined with an LR-GA Method to Detect Attacks
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    Chapter 16 Identification of Potato Virus Y in Potato Plants Using Deep Learning and GradCAM Verification
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    Chapter 17 Using Simulated Data for Deep-Learning Based Real-World Apple Detection
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    Chapter 18 Attention-Based Recurrent Neural Network for Multicriteria Recommendations
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    Chapter 19 Improved Technique for Dimensionality Reduction: Star and Quasar Classification with Typical Testors
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    Chapter 20 AgriScanNet-18: A Robust Multilayer CNN for Identification of Potato Plant Diseases
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    Chapter 21 Automatic Optimization-Based Methods in Machine Learning: A Systematic Review
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    Chapter 22 Interpolation and Prediction of Piezometric Multivariate Time Series Based on Data Augmentation and Transformers
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    Chapter 23 TransX2GAN: Using Self-Attention and Knowledge Transfer to Generate Face Images
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    Chapter 24 Why Neural Networks Work
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    Chapter 25 Computer Vision for Analyzing Children’s Lived Experiences
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    Chapter 26 A Novel Deep Belief Neural Framework Based on Ant Colony to Analyze the Sentiment Score in Drug Review Dataset
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    Chapter 27 Exploring the Trade-Off Between Performance and Cost in Facial Recognition: Deep Learning Versus Traditional Computer Vision
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    Chapter 28 Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning
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    Chapter 29 Ontology-Based Post-Hoc Neural Network Explanations Via Simultaneous Concept Extraction
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    Chapter 30 Recommendation System over Multi-layer Complex Networks: A Wide and Deep Graph Convolutional Neural Network Approach
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    Chapter 31 A Comparison of Deep Learning Models for Periocular Region-Based Authentication
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    Chapter 32 Emotion Detection from Real-Life Situations Based on Journal Entries Using Machine Learning and Deep Learning Techniques
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    Chapter 33 Real-Time Deep Learning for Leaks Detection and Demands Prediction of Compressed Medical Gas Systems
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    Chapter 34 Vision-Based Multi-detection and Tracking of Vehicles Using the Convolutional Neural Network Model YOLO
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    Chapter 35 The Be-Hive Project—Counting Bee Traffic Based on Deep Learning and Pose Estimation
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    Chapter 36 Using Ensemble Convolutional Neural Network to Detect Deepfakes Using Periocular Data
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    Chapter 37 Wind Turbine Surface Damage Detection Using YOLOv7 with Slicing Aided Hyper Inference (SAHI)
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    Chapter 38 Image-Based Body Shape Estimation to Detect Malnutrition
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    Chapter 39 Autism Spectrum Disorder Detecting Mechanism on Social Communication Skills Using Machine Learning Approaches
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    Chapter 40 Q-Net: Query-Informed Few-Shot Medical Image Segmentation
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    Chapter 41 Kiwifruit Counting Using Kiwidetector and Kiwitracker
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    Chapter 42 Proving the Potential of Skeleton Based Action Recognition to Automate the Analysis of Manual Processes
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    Chapter 43 Adversary Simulation of Structured Query Language (SQL) Injection Attack Using Genetic Algorithm for Web Application Firewalls (WAF) Bypass
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    Chapter 44 Identification of Cotton Leaf Curl Disease Using CNN and Vision Transformer
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    Chapter 45 Dataset Generation and Bonobo Classification from Weakly Labelled Videos
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    Chapter 46 Fault Injection Framework for Organic Computing Architecture
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    Chapter 47 Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey
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    Chapter 48 Exchangeable Integral and Partitioned Parameterization in 3D Shape Modeling
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    Chapter 49 Decision Fusion-Based System for Automatic Face Emotions Recognition
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    Chapter 50 Unified Intersection Over Union for Explainable Artificial Intelligence
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    Chapter 51 Lip Reading Filipino Words Using Convolutional Neural Networks and Recurrent Neural Networks
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    Chapter 52 Web-Based Extended Reality for Supporting Medical Education
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    Chapter 53 Analyzing VR/AR Technology Capabilities for Enhancing the Effectiveness of Learning Processes with Focus on Gamification
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    Chapter 54 Factors Affecting Satisfaction of Virtual Reality (VR): Focused on Design and Affordance
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    Chapter 55 RSV-SLAM: Toward Real-Time Semantic Visual SLAM in Indoor Dynamic Environments
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    Chapter 56 Generalized Sidelobe Canceller Based Antenna Array Beamformer with Reduced Computational Complexity
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    Chapter 57 Robust Animal Tracking and Stereotypical Behavior Detection Under Real Environment Using Temporal Averaging Background Subtraction