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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 An Adaptive Position Synchronization Controller Using Orthogonal Neural Network for 3-DOF Planar Parallel Manipulators
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    Chapter 2 Navigation of Mobile Robot Using Type-2 Fuzzy System
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    Chapter 3 An Effective EM-PND Based Integrated Approach for NRSFM with Small Size Sequences
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    Chapter 4 Single Laser Bidirectional Sensing for Robotic Wheelchair Step Detection and Measurement
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    Chapter 5 Detecting Inner Emotions from Video Based Heart Rate Sensing
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    Chapter 6 Agricultural Pests Tracking and Identification in Video Surveillance Based on Deep Learning
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    Chapter 7 Accuracy Enhancement of the Viola-Jones Algorithm for Thermal Face Detection
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    Chapter 8 Leaf Categorization Methods for Plant Identification
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    Chapter 9 An Integrated Learning Framework for Pedestrian Tracking
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    Chapter 10 Lumbar Spine Discs Labeling Using Axial View MRI Based on the Pixels Coordinate and Gray Level Features
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    Chapter 11 Speeding Up Dilated Convolution Based Pedestrian Detection with Tensor Decomposition
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    Chapter 12 A Robust Method for Multimodal Image Registration Based on Vector Field Consensus
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    Chapter 13 A New Indoor Location Method Based on Real-Time Motion and Sectional Compressive Sensing
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    Chapter 14 An Efficient Allocation Mechanism for Crowdsourcing Tasks with Minimum Execution Time
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    Chapter 15 Research on Link Layer Topology Discovery Algorithm Based on Dynamic Programming
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    Chapter 16 Multiple-Crane Integrated Scheduling Problem with Flexible Group Decision in a Steelmaking Shop
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    Chapter 17 Fault Diagnosis of Internal Combustion Engine Using Empirical Mode Decomposition and Artificial Neural Networks
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    Chapter 18 Distributed Attack Prevention Using Dempster-Shafer Theory of Evidence
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    Chapter 19 A Code Quality Metrics Model for React-Based Web Applications
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    Chapter 20 An Interaction-Centric Approach to Support Coordination in IoT-Based Enterprise Systems
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    Chapter 21 Fuzzy PID Controller for Reactive Power Accuracy and Circulating Current Suppression in Islanded Microgrid
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    Chapter 22 Adaptive Control of DC-DC Converter Based on Hybrid Fuzzy PID Controller
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    Chapter 23 Fuzzy Uncertainty in Random Variable Generation: An α-Cut Approach
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    Chapter 24 Path Planning of Bionic Robotic Fish Based on BK Products of Fuzzy Relation
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    Chapter 25 A Fuzzy Inference System to Scheduling Tasks in Queueing Systems
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    Chapter 26 Campus Network Information Security Risk Assessment Based on FAHP and Matter Element Model
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    Chapter 27 A Novel Semi-supervised Short Text Classification Algorithm Based on Fusion Similarity
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    Chapter 28 Clustering of High Dimensional Handwritten Data by an Improved Hypergraph Partition Method
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    Chapter 29 K-normal: An Improved K-means for Dealing with Clusters of Different Sizes
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    Chapter 30 Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions
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    Chapter 31 β-Barrel Transmembrane Protein Predicting Using Support Vector Machine
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    Chapter 32 Innovative Research of Financial Risk Based on Financial Soliton Theory and Big Data Ideation
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    Chapter 33 An Effective Sampling Strategy for Ensemble Learning with Imbalanced Data
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    Chapter 34 Adaptive Kendall’s τ Correlation in Bipartite Network for Recommendation
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    Chapter 35 Using Ontology and Cluster Ensembles for Geospatial Clustering Analysis
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    Chapter 36 Mining Implicit Intention Using Attention-Based RNN Encoder-Decoder Model
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    Chapter 37 POS-Tagging Enhanced Korean Text Summarization
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    Chapter 38 A Supervised Term Weighting Scheme for Multi-class Text Categorization
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    Chapter 39 Recognizing Text Entailment via Bidirectional LSTM Model with Inner-Attention
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    Chapter 40 Design of Smart Garden System Using Particle Filter for Monitoring and Controlling the Plant Cultivation
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    Chapter 41 Hybrid Global Crossover Bees Algorithm for Solving Boolean Function Classification Task
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    Chapter 42 A Hybrid Approach Based on CS and GA for Cluster Analysis
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    Chapter 43 Solving 0–1 Knapsack Problems by Binary Dragonfly Algorithm
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    Chapter 44 Moth Swarm Algorithm for Clustering Analysis
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    Chapter 45 BPSO Optimizing for Least Squares Twin Parametric Insensitive Support Vector Regression
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    Chapter 46 A Multi-modal SPM Model for Image Classification
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    Chapter 47 Coverless Information Hiding Based on Robust Image Hashing
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    Chapter 48 Image Firewall for Filtering Privacy or Sensitive Image Content Based on Joint Sparse Representation
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    Chapter 49 Hierarchical Skull Registration Method with a Bounded Rotation Angle
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    Chapter 50 Sex Determination of Incomplete Skull of Han Ethnic in China
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    Chapter 51 Normalized Euclidean Super-Pixels for Medical Image Segmentation
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    Chapter 52 A Computer Aided Ophthalmic Diagnosis System Based on Tomographic Features
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    Chapter 53 A Reversible Data Hiding Method Based on HEVC Without Distortion Drift
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    Chapter 54 A Protection Method of Wavelength Security Based on DWDM Optical Networks
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    Chapter 55 Modulation Technology of Humanized Voice in Computer Music
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    Chapter 56 A Data Hiding Method for H.265 Without Intra-frame Distortion Drift
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    Chapter 57 Study on Updating Algorithm of Attribute Coordinate Evaluation Model
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    Chapter 58 The Concept of Applying Lifelong Learning Paradigm to Cybersecurity
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    Chapter 59 Lying Speech Characteristic Extraction Based on SSAE Deep Learning Model
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    Chapter 60 A Novel Fire Detection Approach Based on CNN-SVM Using Tensorflow
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    Chapter 61 A Hybrid Learning Algorithm for the Optimization of Convolutional Neural Network
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    Chapter 62 Robust Ranking Model via Bias-Variance Optimization
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    Chapter 63 A Comparison of Distance Metrics in Semi-supervised Hierarchical Clustering Methods
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    Chapter 64 Classifying Non-linear Gene Expression Data Using a Novel Hybrid Rotation Forest Method
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    Chapter 65 A Classification and Predication Framework for Taxi-Hailing Based on Big Data
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    Chapter 66 PRACE: A Taxi Recommender for Finding Passengers with Deep Learning Approaches
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    Chapter 67 Local Sensitive Low Rank Matrix Approximation via Nonconvex Optimization
Overall attention for this book and its chapters
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Title
Intelligent Computing Methodologies
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-63315-2
ISBNs
978-3-31-963314-5, 978-3-31-963315-2
Editors

De-Shuang Huang, Abir Hussain, Kyungsook Han, M. Michael Gromiha

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X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 99 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 99 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 1 1%
Unknown 98 99%
Readers by discipline Count As %
Computer Science 1 1%
Unknown 98 99%