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Advances in Computer Science and Ubiquitous Computing

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Cover of 'Advances in Computer Science and Ubiquitous Computing'

Table of Contents

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    Book Overview
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    Chapter 1 A Method for Nocturia Monitoring in Smart Home Using Decision Trees
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    Chapter 2 Efficient Data Aggregation for Human Activity Detection with Smart Home Sensor Network Using K-Means Clustering Algorithm
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    Chapter 3 Indoor Positioning System Using Pyramidal Beacon in Mobile Augmented Reality
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    Chapter 4 Design and Implementation of Real-Time Vehicle Recognition and Detection System Based on YOLO
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    Chapter 5 Purchase Predictive Design Using Skeleton Model and Purchase Record
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    Chapter 6 Intelligent Digital Signage Using Deep Learning Based Recommendation System in Edge Environment
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    Chapter 7 Performance Analysis of Single-Pulse Modulation in Factory Environment Based on LiFi Standard
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    Chapter 8 Deep Learning-Based Experimentation for Predicting Secondary Structure of Amino Acid Sequence
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    Chapter 9 A Study on Vulnerabilities of Linux Password and Countermeasures
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    Chapter 10 Analysis of Learning Model for Improvement of Software Education in Korea
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    Chapter 11 Implementation and Experiment of Join Optimization Algorithm for Inverted Index in an RDBMS
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    Chapter 12 Real-Time Subscriber Session Management on 5G NSA Wireless Network Systems
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    Chapter 13 PCA and K-means Based Genome Analysis for Hymenobacter sp. PAMC26628
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    Chapter 14 On Invariance of Concept Stability for Attribute Reduction in Concept Lattice
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    Chapter 15 A Study on Evidences Stored in Android Smartphones
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    Chapter 16 Divide the FCA Network Graph into the Various Community Based on the k -Clique Methods
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    Chapter 17 An Efficient Micro-Service Placement Scheme Based on Fuzzy System for Edge-Enabled Digital Signage Service
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    Chapter 18 Rethinking Blockchain and Decentralized Learning: Position Paper
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    Chapter 19 A Study for Accelerating of Convolution Operations Based on Multiple GPUs with MPI
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    Chapter 20 Requirements of Future Network for Blockchain Platform Operation
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    Chapter 21 TELL ME: Design of an Intelligence-Empowered Recommendation System
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    Chapter 22 Estimation of Weights in Growth Stages of Onions Using Statistical Regression Models and Deep Learning Algorithm
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    Chapter 23 Dynamic Projection Mapping Based on the Performer’s Silhouette
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    Chapter 24 Reinforcement Learning for Rate Adaptation in CSMA/CA Wireless Networks
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    Chapter 25 Biometric-Based Seed Extraction Scheme for Multi-quadratic-Based Post-quantum Computing
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    Chapter 26 Lighting System to Maintain Color Temperature of Natural Light by Reflecting Changes of the Incoming Light
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    Chapter 27 Deep Neural Network Model for Calculating Ultraviolet Information with Seasonal Characteristics from Illuminance
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    Chapter 28 Model for Classifying Color Temperature Anomalies of Natural Light in Real Time Using Deep Learning
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    Chapter 29 Low-Resolution LiDAR Upsampling Using Weighted Median Filter
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    Chapter 30 Design of Tablet-Based Live Mobile Learning System Supporting Improved Annotation
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    Chapter 31 Gearbox Fault Diagnosis Under Variable Speed Condition Using Frequency Spectral Analysis with 1D Residual Neural Network
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    Chapter 32 Health State Classification of a Spherical Tank Using a Hybrid Bag of Features and k-Nearest Neighbor
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    Chapter 33 L-RDFDiversity: Distributed De-Identification for Large RDF Data with Spark
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    Chapter 34 Intelligent Personalized Transport Alert System with Edge Computing
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    Chapter 35 Induction Motor Bearing Fault Diagnosis Using Statistical Time Domain Features and Hypertuning of Classifiers
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    Chapter 36 Crack Detection Using Fully Convolutional Network in Wall-Climbing Robot
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    Chapter 37 Performance Evaluation of AODV and AOMDV Routing Protocols Under Collaborative Blackhole and Wormhole Attacks
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    Chapter 38 Simulation and Analysis of RF Attacks on Wireless SCADA System
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    Chapter 40 How Will Blockchain Technology Affect the Future of the Internet?
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    Chapter 41 An Implementation of DAQ System for a Smart Fish Farm: Based on a Semi Circulation Filtration System in S. Korea
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    Chapter 42 Design of Middleware to Support Auto-scaling in Docker-Based Multi Host Environment
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    Chapter 43 Gated Convolutional Neural Networks for Text Classification
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    Chapter 44 Algorithm Research of Face Recognition System Based on Haar
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    Chapter 45 Personal Authentication Based on EEG Signal and Deep Learning
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    Chapter 46 Security Information and Event Management Model Based on Defense-in-Depth Strategy for Vital Digital Assets in Nuclear Facilities
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    Chapter 47 A Web Archiving Method for Preserving Content Integrity by Using Blockchain
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    Chapter 48 An SDN-Based Distributed Identifier Locator Separation Scheme for IoT Networks
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    Chapter 49 An Efficient Disposition for Wrist-Worn Device Usage Time Expansion in Wearable Computing Environment
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    Chapter 50 Preserving Sustainability for Mission-Oriented Cyber-Physical Systems Collaboration
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    Chapter 51 A 3D Object Segmentation Method Using CCL Algorithm for LiDAR Point Cloud
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    Chapter 52 A Real-Time Human Posture Recognition System Using Internet of Things (IoT) Based on LoRa Wireless Network
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    Chapter 53 Mobile Charger Planning for Wireless Rechargeable Sensor Network Based on Ant Colony Optimization
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    Chapter 54 Deep Learning Based Malware Analysis
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    Chapter 55 CNN-GRU-Based Feature Extraction Model of Multivariate Time-Series Data for Regional Clustering
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    Chapter 56 DNN-Based Mutual Satisfaction Prediction Model for Matching Between Users
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    Chapter 57 An Approach to Improving Software Security Through Access Control for Data in Programs
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    Chapter 58 Implementation of a Container-Based Interactive Environment for Big-Data Analysis on Supercomputer
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    Chapter 59 Inflight Tracking Method with Beacon System and Scouting Drone
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    Chapter 60 Deep Learning Based Character Recognition Platform in Complex Situations
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    Chapter 61 Design of Restricted Coulomb Energy Neural Network Processor for Multi-modal Sensor Fusion
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    Chapter 62 Low Complexity Pipelined FFT Processor for Radar Applications
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    Chapter 63 Dynamic Mitigation of Catastrophic Forgetting Using the Sampling Network
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    Chapter 64 A Study on the Implementation of GRU Autoencoder Model for Detecting Insider Anomaly Behavior
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    Chapter 65 Blockchain Based Authentication Method for ThingsBoard
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    Chapter 67 Secure Management of Patient Medical Data Using QR Code and CP-ABE
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    Chapter 68 Restore Fingerprints Using Pix2Pix
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    Chapter 69 Web Site Usage History Management System Using Blockchain
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    Chapter 70 Generation of Fake Iris Images Using CycleGAN
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    Chapter 71 Robust 3D Reconstruction Through Noise Reduction of Ultra-Fast Images
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    Chapter 72 Pedestrian Detection Using Regression-Based Feature Selection and Disparity Map
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    Chapter 73 Blockchain-Based Multi-fogcloud Authentication System
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    Chapter 75 Activity-Recognition Model for Violence Behavior Using LSTM
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    Chapter 76 Static Analysis for Malware Detection with Tensorflow and GPU
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    Chapter 77 IoT Malware Dynamic Analysis Scheme Using the CNN Model
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    Chapter 78 A Design of Improvement Method of Central Patch Controlled Security Platform Using Blockchain
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    Chapter 79 A Suggestion for ERP Software Customization Model Using Module Modification Factors
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    Chapter 80 A Location-Based Solution for Social Network Service and Android Marketing Using Augmented Reality
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    Chapter 81 Artificial Intelligence Based Electronic Healthcare Solution
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    Chapter 82 Optimal Location Recommendation System for Offshore Floating Wind Power Plant Using Big Data Analysis
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    Chapter 83 Efficient Data Noise-Reduction for Cyber Threat Intelligence System
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    Chapter 84 An Improved DBSCAN Method Considering Non-spatial Similarity by Using Min-Hash
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Title
Advances in Computer Science and Ubiquitous Computing
Published by
Springer Singapore, January 2021
DOI 10.1007/978-981-15-9343-7
ISBNs
978-9-81-159342-0, 978-9-81-159343-7
Editors

Park, James J., Fong, Simon James, Pan, Yi, Sung, Yunsick

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