IT Convergence and Security 2017

Table of Contents

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   Book Overview
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   Chapter 1 Image-Based Content Retrieval via Class-Based Histogram Comparisons
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   Chapter 2 Smart Content Recognition from Images Using a Mixture of Convolutional Neural Networks
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   Chapter 3 Failure Part Mining Using an Association Rules Mining by FP-Growth and Apriori Algorithms: Case of ATM Maintenance in Thailand
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   Chapter 4 Improving Classification of Imbalanced Student Dataset Using Ensemble Method of Voting, Bagging, and Adaboost with Under-Sampling Technique
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   Chapter 5 Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network
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   Chapter 6 An Improved SVM-T-RFE Based on Intensity-Dependent Normalization for Feature Selection in Gene Expression of Big-Data
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   Chapter 7 Vehicle Counting System Based on Vehicle Type Classification Using Deep Learning Method
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   Chapter 8 Metadata Discovery of Heterogeneous Biomedical Datasets Using Token-Based Features
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    Chapter 9 Heavy Rainfall Forecasting Model Using Artificial Neural Network for Flood Prone Area
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    Chapter 10 I-Vector Extraction Using Speaker Relevancy for Short Duration Speaker Recognition
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    Chapter 11 A Recommended Replacement Algorithm for the Scalable Asynchronous Cache Consistency Scheme
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    Chapter 12 Multiple Constraints Satisfaction-Based Reliable Localization for Mobile Underwater Sensor Networks
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    Chapter 13 A Design of Kernel-Level Remote Memory Extension System
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    Chapter 14 A Comparison of Model Validation Techniques for Audio-Visual Speech Recognition
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    Chapter 15 Multi-focus Image Fusion Based on Non-subsampled Shearlet Transform and Sparse Representation
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    Chapter 16 Implementation of Large-Scale Network Flow Collection System and Flow Analysis in KREONET
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    Chapter 17 A Novel BP Neural Network Based System for Face Detection
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    Chapter 18 A Distributed CBIR System Based on Improved SURF on Apache Spark
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    Chapter 19 Fish Species Recognition Based on CNN Using Annotated Image
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    Chapter 20 Head Pose Estimation Using Convolutional Neural Network
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    Chapter 21 Towards Robust Face Sketch Synthesis with Style Transfer Algorithms
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    Chapter 22 Object Segmentation with Neural Network Combined GrabCut
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    Chapter 23 From Voxels to Ellipsoids: Application to Pore Space Geometrical Modelling
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    Chapter 24 Investigation of Dimensionality Reduction in a Finger Vein Verification System
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    Chapter 25 Palm Vein Recognition Using Scale Invariant Feature Transform with RANSAC Mismatching Removal
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    Chapter 26 Speed Limit Traffic Sign Classification Using Multiple Features Matching
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    Chapter 27 Big Streaming Data Sampling and Optimization
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    Chapter 28 Fuzzy Model for the Average Delay Time on a Road Ending with a Traffic Light
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    Chapter 29 Characteristics of Magnetorheological Fluids Applied to Prosthesis for Lower Limbs with Active Damping
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    Chapter 30 Multi-Objective Shape Optimization in Generative Design: Art Deco Double Clip Brooch Jewelry Design
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    Chapter 31 Adaptation of the Bioloid Humanoid as an Auxiliary in the Treatment of Autistic Children
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    Chapter 32 Autonomous Assistance System for People with Amyotrophic Lateral Sclerosis
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    Chapter 33 Coordinated Control of a Omnidirectional Double Mobile Manipulator
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    Chapter 34 Heterogeneous Cooperation for Autonomous Navigation Between Terrestrial and Aerial Robots
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    Chapter 35 Linear Algebra Applied to Kinematic Control of Mobile Manipulators
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    Chapter 36 Enterprise Requirements Management Knowledge Towards Digital Transformation
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    Chapter 37 Qualitative Requirements Analysis Process in Organization Goal-Oriented Requirements Engineering (OGORE) for E-Commerce Development
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    Chapter 38 An Improvement of Unknown-Item Search for OPAC Using Ontology and Academic Information
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    Chapter 39 Activities in Software Project Management Class: An Experience from Flipped Classrooms
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    Chapter 40 Solo Scrum in Bureaucratic Organization: A Case Study from Thailand