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Intelligent Computing Methodologies

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Cover of 'Intelligent Computing Methodologies'

Table of Contents

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    Book Overview
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    Chapter 1 Flower Species Recognition System Combining Object Detection and Attention Mechanism
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    Chapter 2 A Person-Following Shopping Support Robot Based on Human Pose Skeleton Data and LiDAR Sensor
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    Chapter 3 A New Hybrid Calibration Method for Robot Manipulators by Combining Model–Based Identification Technique and a Radial Basis Function–Based Error Compensation
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    Chapter 4 Smart Wheelchair Maneuvering Among People
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    Chapter 5 A Human-Robot Interaction System Based on Calling Hand Gestures
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    Chapter 6 A Welding Defect Identification Approach in X-ray Images Based on Deep Convolutional Neural Networks
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    Chapter 7 Person Re-identification Based on Feature Fusion
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    Chapter 8 Exploiting Local Shape Information for Cross-Modal Person Re-identification
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    Chapter 9 Single and Multi-channel Direct Visual Odometry with Binary Descriptors
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    Chapter 10 Performance Evaluation of Faster R-CNN for On-Road Object Detection on Graphical Processing Unit and Central Processing Unit
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    Chapter 11 Research on Full Homomorphic Encryption Algorithm for Integer in Cloud Environment
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    Chapter 12 Implementation of a Centralized Scheduling Algorithm for IEEE 802.15.4e TSCH
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    Chapter 13 Learning Automata-Based Solutions to the Multi-Elevator Problem
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    Chapter 14 Developing System from Low-Cost Devices to Build a Security and Fire System as a Part of IoT
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    Chapter 15 Full-Order Sliding Mode Control Algorithm for Robot Manipulators Using an Adaptive Radial Basis Function Neural Network
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    Chapter 16 Continuous PID Sliding Mode Control Based on Neural Third Order Sliding Mode Observer for Robotic Manipulators
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    Chapter 17 Intelligent Bus Shunting Control System Based on Face Recognition
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    Chapter 18 Tilt-Scrolling: A Comparative Study of Scrolling Techniques for Mobile Devices
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    Chapter 19 Optimizing Self-organizing Lists-on-Lists Using Pursuit-Oriented Enhanced Object Partitioning
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    Chapter 20 Research on Location Prediction of Moving Objects Based on Grey Markov Model
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    Chapter 21 Mildew Prediction Model of Warehousing Tobacco Based on Particle Swarm Optimization and BP Neural Network
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    Chapter 22 Exploring the Pan-Relationship Between Disease and Symptom Related to Coronary Heart Disease from Chinese Electronic Medical Records
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    Chapter 23 The Actuator and Sensor Fault Estimation Using Robust Observer Based Reconstruction for Mini Motion Package Electro-Hydraulic Actuator
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    Chapter 24 The Actuator Fault Estimation Using Robust Sliding Mode Observer for Linear System Applied for Mini Motion Package Electro-Hydraulic Actuator
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    Chapter 25 A Fault Tolerant Strategy Based on Model Predictive Control for Full Bidirectional Switches Indirect Matrix Converter
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    Chapter 26 Rotary Machine Fault Diagnosis Using Scalogram Image and Convolutional Neural Network with Batch Normalization
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    Chapter 27 Real Implementation of an Active Fault Tolerant Control Based on Super Twisting Technique for a Robot Manipulator
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    Chapter 28 Credibility Assessment of Complex Simulation Models Using Cloud Models to Represent and Aggregate Diverse Evaluation Results
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    Chapter 29 Dual Sparse Collaborative Matrix Factorization Method Based on Gaussian Kernel Function for Predicting LncRNA-Disease Associations
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    Chapter 30 Applying Support Vector Machine, C5.0, and CHAID to the Detection of Financial Statements Frauds
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    Chapter 31 A New Manifold-Based Feature Extraction Method
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    Chapter 32 lncRNA-LSTM: Prediction of Plant Long Non-coding RNAs Using Long Short-Term Memory Based on p-nts Encoding
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    Chapter 33 Prediction of Plant lncRNA-Protein Interactions Using Sequence Information Based on Deep Learning
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    Chapter 34 Predicting of Drug-Disease Associations via Sparse Auto-Encoder-Based Rotation Forest
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    Chapter 35 A Novel Compression Algorithm for Hardware-Oriented Gradient Boosting Decision Tree Classification Model
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    Chapter 36 MISSIM: Improved miRNA-Disease Association Prediction Model Based on Chaos Game Representation and Broad Learning System
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    Chapter 37 Univariate Thiele Type Continued Fractions Rational Interpolation with Parameters
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    Chapter 38 Data Science Approaches for the Analysis of Animal Behaviours
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    Chapter 39 An Algorithm of Bidirectional RNN for Offline Handwritten Chinese Text Recognition
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    Chapter 40 A Novel Concise Representation of Frequent Subtrees Based on Density
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    Chapter 41 Ranking Research Institutions Based on the Combination of Individual and Network Features
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    Chapter 42 Chinese Temporal Expression Recognition Combining Rules with a Statistical Model
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    Chapter 43 An Optimization Regression Model for Predicting Average Temperature of Core Dead Stock Column
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    Chapter 44 A Selection Method for Denoising Auto Encoder Features Using Cross Entropy
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    Chapter 45 Data Lineage Approach of Multi-version Documents Traceability in Complex Software Engineering
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    Chapter 46 Resource Efficiency Optimization for Big Data Mining Algorithm with Multi-MapReduce Collaboration Scenario
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    Chapter 47 A Fuzzy Constraint Based Outlier Detection Method
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    Chapter 48 Chinese Agricultural Entity Relation Extraction via Deep Learning
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    Chapter 49 Dimensions Effect in Word Embeddings of Knowledge Graph
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    Chapter 50 Short Text Mapping Based on Fast Clustering Using Minimum Spanning Trees
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    Chapter 51 Missing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet Transform
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    Chapter 52 Periodic Action Temporal Localization Method Based on Two-Path Architecture for Product Counting in Sewing Video
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    Chapter 53 Investigating the Capability of Agile Processes to Support Medical Devices Regulations: The Case of XP, Scrum, and FDD with EU MDR Regulations
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    Chapter 54 Age Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree Learning
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    Chapter 55 Non-directional Learning Strategy Particle Swarm Optimization Algorithm
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    Chapter 56 An Improved Social Learning Particle Swarm Optimization Algorithm with Selected Learning
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    Chapter 57 An Integrated Classification Algorithm Using Forecasting Probability Strategies for Mobile App Statistics
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    Chapter 58 An Improved PSO Algorithm with an Area-Oriented Learning Strategy
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    Chapter 59 An Improved PSO Algorithm with Migration Behavior and Asynchronous Varying Acceleration Coefficient
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    Chapter 60 Data Clustering Using the Cooperative Search Based Artificial Bee Colony Algorithm
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    Chapter 61 Feature Selection Using a Reinforcement-Behaved Brain Storm Optimization
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    Chapter 62 Shuffle Single Shot Detector
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    Chapter 63 Feasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive Disorder
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    Chapter 64 Design and Development of a Robotic Platform Based on Virtual Reality Scenarios and Wearable Sensors for Upper Limb Rehabilitation and Visuomotor Coordination
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    Chapter 65 Depth-Awareness in a System for Mixed-Reality Aided Surgical Procedures
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    Chapter 66 An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy
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    Chapter 67 Evaluating Generalization Capability of Bio-inspired Models for a Myoelectric Control: A Pilot Study
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    Chapter 68 A Survey on Deep Learning in Electromyographic Signal Analysis
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    Chapter 69 Occluded Object Classification with Assistant Unit
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    Chapter 70 Water Wave Optimization for Flow-Shop Scheduling
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    Chapter 71 The Implementation of Pretrained AlexNet on PCG Classification
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    Chapter 72 Power Supply and Its Expert System for Cold Welding of Aluminum and Magnesium Sheet Metal
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Title
Intelligent Computing Methodologies
Published by
Springer International Publishing, October 2019
DOI 10.1007/978-3-030-26766-7
ISBNs
978-3-03-026765-0, 978-3-03-026766-7
Editors

Huang, De-Shuang, Huang, Zhi-Kai, Hussain, Abir

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