Intelligent Information and Database Systems

Table of Contents

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   Book Overview
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   Chapter 1 Machine Learning or Lexicon Based Sentiment Analysis Techniques on Social Media Posts
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   Chapter 2 A Comparative Study of Classification and Clustering Methods from Text of Books
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   Chapter 3 A Lightweight and Efficient GA-Based Model-Agnostic Feature Selection Scheme for Time Series Forecasting
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   Chapter 4 Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features
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   Chapter 5 Covariance Controlled Bayesian Rose Trees
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   Chapter 6 Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC
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   Chapter 7 A Survey of Network Features for Machine Learning Algorithms to Detect Network Attacks
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   Chapter 8 The Quality of Clustering Data Containing Outliers
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    Chapter 9 Aggregated Performance Measures for Multi-class Classification
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    Chapter 10 Prediction of Lung Cancer Survival Based on Multiomic Data
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    Chapter 11 Graph Neural Networks-Based Multilabel Classification of Citation Network
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    Chapter 12 Towards Efficient Discovery of Partial Periodic Patterns in Columnar Temporal Databases
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    Chapter 13 Avoiding Time Series Prediction Disbelief with Ensemble Classifiers in Multi-class Problem Spaces
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    Chapter 14 Speeding Up Recommender Systems Using Association Rules
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    Chapter 15 An Empirical Experiment on Feature Extractions Based for Speech Emotion Recognition
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    Chapter 16 Parameter Distribution Ensemble Learning for Sudden Concept Drift Detection
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    Chapter 17 MLP-Mixer Approach for Corn Leaf Diseases Classification
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    Chapter 18 A Novel Neural Network Training Method for Autonomous Driving Using Semi-Pseudo-Labels and 3D Data Augmentations
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    Chapter 19 Machine Learning Methods for BIM Data
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    Chapter 20 Self-Optimizing Neural Network in Classification of Real Valued Experimental Data
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    Chapter 21 Analyzing the Effectiveness of the Gaussian Mixture Model Clustering Algorithm in Software Enhancement Effort Estimation
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    Chapter 22 Graph Classification via Graph Structure Learning
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    Chapter 23 Relearning Ensemble Selection Based on New Generated Features
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    Chapter 24 Random Forest in Whitelist-Based ATM Security
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    Chapter 25 Layer-Wise Optimization of Contextual Neural Networks with Dynamic Field of Aggregation
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    Chapter 26 Automatic Counting of People Entering and Leaving Based on Dominant Colors and People Silhouettes
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    Chapter 27 Toward Understanding the Impact of Input Data for Multi-Image Super-Resolution
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    Chapter 28 Single-Stage Real-Time Face Mask Detection
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    Chapter 29 User-Generated Content (UGC)/In-The-Wild Video Content Recognition
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    Chapter 30 A Research for Segmentation of Brain Tumors Based on GAN Model
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    Chapter 31 Tracking Student Attendance in Virtual Classes Based on MTCNN and FaceNet
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    Chapter 32 A Correct Face Mask Usage Detection Framework by AIoT
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    Chapter 33 A New 3D Face Model for Vietnamese Based on Basel Face Model
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    Chapter 34 Domain Generalisation for Glaucoma Detection in Retinal Images from Unseen Fundus Cameras
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    Chapter 35 BRDF Anisotropy Criterion
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    Chapter 36 Clustering Analysis Applied to NDVI Maps to Delimit Management Zones for Grain Crops
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    Chapter 37 Features of Hand-Drawn Spirals for Recognition of Parkinson’s Disease
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    Chapter 38 FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation Networks
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    Chapter 39 Pre-processing of CT Images of the Lungs
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    Chapter 40 Application of Hyperledger Blockchain to Reduce Information Asymmetries in the Used Car Market
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    Chapter 41 Excess-Mass and Mass-Volume Quality Measures Susceptibility to Intrusion Detection System’s Data Dimensionality
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    Chapter 42 A Homomorphic Encryption Approach for Privacy-Preserving Deep Learning in Digital Health Care Service
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    Chapter 43 Semantic Pivoting Model for Effective Event Detection
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    Chapter 44 Meet Your Email Sender - Hybrid Approach to Email Signature Extraction
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    Chapter 45 Performance of Packet Delivery Ratio for Varying Vehicles Speeds on Highway Scenario in C-V2X Mode 4
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    Chapter 46 Extensions of the Diffie-Hellman Key Agreement Protocol Based on Exponential and Logarithmic Functions
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    Chapter 47 Music Industry Trend Forecasting Based on MusicBrainz Metadata
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    Chapter 48 AntiPhiMBS-TRN: A New Anti-phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Transaction Level
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    Chapter 49 Blockchain-Based Decentralized Digital Content Management and Sharing System
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    Chapter 50 Analysis of Ciphertext Behaviour Using the Example of the AES Block Cipher in ECB, CBC, OFB and CFB Modes of Operation, Using Multiple Encryption
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    Chapter 51 Vulnerability Analysis of IoT Devices to Cyberattacks Based on Naïve Bayes Classifier
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    Chapter 52 Symmetric and Asymmetric Cryptography on the Special Linear Cracovian Quasigroup
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    Chapter 53 Multi-pass, Non-recursive Acoustic Echo Cancellation Sequential and Parallel Algorithms
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    Chapter 54 Effective Resource Utilization in Heterogeneous Hadoop Environment Through a Dynamic Inter-cluster and Intra-cluster Load Balancing
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    Chapter 55 Intelligent Audio Signal Processing – Do We Still Need Annotated Datasets?
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    Chapter 56 Multimodal Approach to Measuring Cognitive Load Using Sternberg Memory and Input Diagrammatic Reasoning Tests
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    Chapter 57 Chaining Electronic Seals