Intelligent Computing

Table of Contents

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   Book Overview
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   Chapter 1 Training and Diagnosis of Retinal OCT Images with Auxiliary Data Using TripleGAN When Imbalanced Class Occurs
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   Chapter 2 A Context-Aware Street Light System Based on Multi-variate Forecast and Fuzzy Logic
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   Chapter 3 Using Smartphone Sensing for Recognition of Game Player Attributes During Gameplay
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   Chapter 4 ESSL-Polyp: A Robust Framework of Ensemble Semi-supervised Learning in Polyp Segmentation
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   Chapter 5 Data–Driven Design of an Active Wake Steering Control for a Wind Farm Benchmark
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   Chapter 6 Design Principles for Interactive and Reflective Journaling with AI
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   Chapter 7 AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security
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   Chapter 8 Intelligent Virtual Assistants (IVAs): Trust and Zero Trust
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    Chapter 9 Implementation of a Smart House Using a Programmable Logical Controller (PLC)
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    Chapter 10 Use of Cell Phones in Near Surface Seismology
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    Chapter 11 Techno-Economic Assessment in Communications: New Challenges
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    Chapter 12 A Low-Cost Thermal Imaging Device for Monitoring Electronic Systems Remotely
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    Chapter 13 Mobile Application for Bidding Durians
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    Chapter 14 ADAGIO, a BDI Music Recommender Telegram Chatbot
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    Chapter 15 School Bus Routing Problem-Algorithm Optimization Using Graph Theory
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    Chapter 16 py-microdots : Position Encoding in the Euclidean Plane Based on the Anoto Codec
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    Chapter 17 An Empirical Criterion for Transitive Closure of a Searchability Matrix
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    Chapter 18 Detection of Computational Propaganda on Social Networks: A Survey
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    Chapter 19 Quantum Computing Techniques for Multi-knapsack Problems
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    Chapter 20 Analysis of Syntactic Errors of Novice Python Programmers in a Nigeria University
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    Chapter 21 A Constructive Heuristic “MDSA” Solving the Flexible Job Shop Scheduling Problem
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    Chapter 22 J-Parallelio: Automatic Parallelization Framework for Java Virtual Machine
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    Chapter 23 Hyper Burst Buffer: A Lightweight Burst Buffer I/O Library for High Performance Computing Applications
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    Chapter 24 Electromagnetic Quantum Memory in Coherent Domains of Condensed Matter and Its Prospects for Quantum Hypercomputing
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    Chapter 25 Encoding Nets-Within-Nets in Maude
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    Chapter 26 Usage of High-Performance System in Impulsive Modelling of Hepatitis B Virus
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    Chapter 27 Performance Comparison of Operations in the File System and in Embedded Key-Value Databases
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    Chapter 28 A Review of Usability Evaluation Methods for eHealth Applications
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    Chapter 29 Access Control in Mobile Crowdsensing: Requirements, Challenges and Open Issues
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    Chapter 30 A Game with a Purpose for Building Crowdsourced Semantic Relations Datasets for Named Entities
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    Chapter 31 Performing Different Clustering Methods for Mapping the European Union Member States using Green Energy, Digitalization, and R&D Indicators
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    Chapter 32 Modeling of the Modes of Operation of the AES Algorithm in the Cryptool 2 Environment
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    Chapter 33 Investigating the Stability of SMOTE-Based Oversampling on COVID-19 Data
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    Chapter 34 Real-Time DNI and DHI Prediction Using Weather Information via LGBM
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    Chapter 35 Finding Suitable Data Mining Techniques for Software Development Effort Estimation
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    Chapter 36 Universal Hidden Monotonic Trend Estimation with Contrastive Learning
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    Chapter 37 Applying CRISP-DM Methodology in Developing Machine Learning Model for Credit Risk Prediction
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    Chapter 38 A Bidirectional Encoder Representations from Transformers and CNN Based Prediction Model on Competitive Products
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    Chapter 39 Diagnosis of Parkinson’s Disease Through Spiral Drawing Classification via VGG19 and AnoGAN
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    Chapter 40 Modularity in Deep Learning: A Survey
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    Chapter 41 Improving Distributed Caching Using Reinforcement Learning
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    Chapter 42 Digital Watermarking Method for Copyright Protection of Deep Neural Networks
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    Chapter 43 Address Search Correction Using Deep Learning
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    Chapter 44 Analysis of Neural Network Architectures for Semantic Segmentation of Seismic Data
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    Chapter 45 MA-CC: Cross-Layer Congestion Control via Multi-agent Reinforcement Learning
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    Chapter 46 Depthwise Separable Dilated Convolutions for Low-Complexity Acoustic Scene Classification
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    Chapter 47 Localizing and Idiomatizing Nonidiomatic Python Code with Deep Learning
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    Chapter 48 Cascaded 3D Object Segmentation with Volumetric Propagation Network
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    Chapter 49 An Improved CNN Model for Image Forgery Detection
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    Chapter 50 Low-Cost Model-Free Deep Reinforcement Learning on Continuous Control
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    Chapter 51 A General Unbiased Training Framework for Deep Reinforcement Learning
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    Chapter 52 Application of Convolutional Neural Networks with Quasi-Reversibility Method Results for Option Forecasting
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    Chapter 53 A Comparison of LSTM and GRU Networks for Learning Symbolic Sequences
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    Chapter 54 Attitude Comparison Between Parents and Primary and Secondary School Children Regarding Computer Games and Its Influences
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    Chapter 55 How to Teach Programming to Beginners in a Playful Way?
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    Chapter 56 ATLAS – A Three-Layer Action Structure
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    Chapter 57 Investigating the Assessment Submission Rates of a First Year Programming Module at an African Open and Distance e-Learning University
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    Chapter 58 The Impact of an App on Students’ Anxiety, Well-Being, and Resilience: A Pilot Efficacy Study
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    Chapter 59 Monolayer Network Representation and Analysis of the Curriculum
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    Chapter 60 Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation
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    Chapter 61 Fake Review Recognition Using an SVM Model
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    Chapter 62 Early Detection of Rust in Coffee Plantations Through Convolutional Neural Networks
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    Chapter 63 Towards Analog Implementation of Spiking Neural Networks for Audio Signals
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    Chapter 64 AI-ML Analytics: A Comprehensive Investigation on Sentimental Analysis for Social Media Forensics Textual Data
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    Chapter 65 Using Machine Learning to Predict Grocery Sales
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    Chapter 66 Domain-Compatible Synthetic Data Generation for Emergency Vehicle Detection
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    Chapter 67 Real-Time Material Clustering for Mixed Reality Applications Based on Dichromatic Reflection Model
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    Chapter 68 Comparative Analysis of Augmented Reality Software Development Kits for the Development of Educational Applications Within Unity Game Engine
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    Chapter 69 YOLO v 5 for Road Events Based Video Summarization
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    Chapter 70 Style Accessory Occlusion Using CGAN with Paired Data
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    Chapter 71 Artificial Intelligence Applied to Detection of Leaks in Ducts and Pipes
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    Chapter 72 Adoption of the Organization of Help According to the Use Case Technique in the Open-Source Software Development Process
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    Chapter 73 Design of a Low-Cost RUV Stereo System for Monitoring of a Trout Farm
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    Chapter 74 Proposing an AI-Based Approach to Raise Environmental Awareness
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    Chapter 75 Ontology Based Text Understanding and Text Generation for Legal Technology Applications
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    Chapter 76 Open-Domain Question Answering with Topic Clustering
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    Chapter 77 A Model for Troubleshooting Automation Based on Text Similarity
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    Chapter 78 An Analysis on the Importance of Persuasion Strategies in Environmental-Oriented Online Crowdfunding Projects
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    Chapter 79 A Subword-Centric Character Level Representation for Named Entity Recognition
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    Chapter 80 Attention Is not Always What You Need: Towards Efficient Classification of Domain-Specific Text
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    Chapter 81 Exploring the Relationship Between News Articles and Stocks Market Movements: A Sentiment Analysis Perspective
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    Chapter 82 L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi
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    Chapter 83 Design and Development of a Mobile Robotics Module with ROS/Gazebo Twin for Flexible, Adaptive Hands-On Learning: In-Campus/Remote/Hybrid
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    Chapter 84 Educational System Through Software Robots Vision
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    Chapter 85 Synchronized Colored Petri Net Based Multimodal Modeling and Real-Time Recognition of Conversational Spatial Deictic Gestures
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    Chapter 86 Maximum Independent Set Formation on a Finite Grid by Myopic Robots
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    Chapter 87 Generation of Time-Varying Feedback-Based Wheel Lock Attack Policies with Minimal Knowledge of the Traction Dynamics
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    Chapter 88 SCAHunter: Scalable Threat Hunting Through Decentralized Hierarchical Monitoring Agent Architecture
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    Chapter 89 Security Issues in Cyber Threat Intelligence Exchange: A Review
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    Chapter 90 Design of a True Random Number Generator Based on MRAM Devices
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    Chapter 91 Analysis of Detection Systems in a Software-Defined Network
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    Chapter 92 Slow Slopes for Optimizing the Fault Detection in Secure QDI Circuits
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    Chapter 93 Is Your Surveillance Camera App Watching You? A Privacy Analysis
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    Chapter 94 Extension for ASPICE and Cybersecurity Process Assessment Model
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    Chapter 95 New Results on Algebraic Constructions of Extremal Graph Theory and Implementations of New Algorithms of Postquantum Cryptography
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    Chapter 96 Improving AFL++ CmpLog: Tackling the Bottlenecks
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    Chapter 97 Public Private Partnership and Smart City: An Investigation into the Navigation App “Makani”
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    Chapter 98 Exploring the Incremental Improvements of YOLOv5 on Tracking and Identifying Great White Sharks in Cape Town