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Intelligence Science and Big Data Engineering

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Cover of 'Intelligence Science and Big Data Engineering'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Advanced Variable Window Stereo Matching Algorithm
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    Chapter 2 Unfocused Blur Assessment of SAR Images
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    Chapter 3 Syntactic Sensitive Complexity for Symbol-Free Sequence
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    Chapter 4 Compression in Molecular Simulation Datasets
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    Chapter 5 Online-Learning Structural Appearance Model for Robust Visual Tracking
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    Chapter 6 Polygon-Location Method Based on Uyghur Text Regional Rules
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    Chapter 7 Study on the Electromagnetic Performance of Hydroelectric Generator Based on Intelligent Control
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    Chapter 8 Text-Independent Phoneme Segmentation via Learning Critical Acoustic Change Points
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    Chapter 9 Robustness Analysis of Z-type ZLE Solving
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    Chapter 10 Orthogonal Waveform Design Based on the Modified Chaos Genetic Algorithm for MIMO Radar
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    Chapter 11 Automatic Object Tracking in Aerial Videos via Spatial-temporal Feature Clustering
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    Chapter 12 A Neural Network for Parameter Estimation of the Exponentially Damped Sinusoids
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    Chapter 13 Local-Global Joint Decision Based Clustering for Airport Recognition
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    Chapter 14 Ultra-Wideband Interference Suppression in Time Reversal Transmitted-Reference UWB System
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    Chapter 15 Exploiting the Wisdom of Crowd: A Multi-granularity Approach to Clustering Ensemble
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    Chapter 16 Spatio-temporal Features for Efficient Video Copy Detection
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    Chapter 17 Improve Scene Classification by Using Feature and Kernel Combination
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    Chapter 18 Horror Text Recognition Based on Generalized Expectation Criteria
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    Chapter 19 A Representative-Sequence Based Near-Duplicate Video Detection Method
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    Chapter 20 Non-negative Sparse Coding Using Independent Multi-Codebooks for Near-Duplicate Image Detection
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    Chapter 21 Machine Vision Based Automatic Micro-parts Detection System
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    Chapter 22 Segment Based Depth Extraction Approach for Monocular Image with Linear Perspective
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    Chapter 23 A Fuzzy Mix-Prototype Clustering Algorithm for Leukemia Data Analysis
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    Chapter 24 Blind Image Quality Assessment with Semi-supervised Learning and Fuzzy Logic
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    Chapter 25 Cross-View Action Recognition via Bilingual Bag of Dynamical Systems
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    Chapter 26 Robust Image Set Classification Using Partial Least Squares
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    Chapter 27 Research on Quality Improvement of Polarization Imaging in Foggy Conditions
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    Chapter 28 Human Interaction Recognition by Spatial Structure Models
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    Chapter 29 Robust Principal Component Analysis for Recognition
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    Chapter 30 Time-Varying Distributed Resource Allocation Based on Thermal Minority Game
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    Chapter 31 Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery
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    Chapter 32 An Efficient Resource Allocation Method for Multimedia Cloud Computing
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    Chapter 33 Research and Application of Corrosion Prediction Based on GRA-SVR
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    Chapter 34 Research on a Super-Sparse Data Generation Model for Temperature Data Map
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    Chapter 35 Strip Flatness and Gauge Multivariable Control at Cold Tandem Mill Based on Fuzzy RBF Neural Network
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    Chapter 36 Medical Image Segmentation Based on FCM and Wavelets
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    Chapter 37 A Derivative Augmented Lagrangian Method for Fast Total Variation Based Image Restoration
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    Chapter 38 A Novel Multi-class Brain-Computer Interface (BCI) Paradigm Based on Motor Imagery Sequential Coding (MISC) Protocol
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    Chapter 39 Image Segmentation Based on NSCT and BF-PSO Algorithm
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    Chapter 40 Non-linear Feature Fusion Based on Polynomial Correlation Filter for Face Recognition
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    Chapter 41 Robust Head Pose Estimation with a New Principal Optimal Tradeoff Filter
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    Chapter 42 Automated Tongue Segmentation Based on 2D Gabor Filters and Fast Marching
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    Chapter 43 Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis
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    Chapter 44 GPCA on Gabor Tensor for Face Recognition
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    Chapter 45 Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction
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    Chapter 46 Spectral Unmixing for Hyperspectral Image Classification with an Adaptive Endmember Selection
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    Chapter 47 A Subarea-Location Joint Spelling Paradigm for the BCI Control
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    Chapter 48 A Robust Real-Time Tracking Method of Fast Video Object Based on Gaussian Kernel and Random Projection
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    Chapter 49 Harmonious Competition Learning for Gaussian Mixtures
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    Chapter 50 A Hierarchical Path Planning Approach Based on Reinforcement Learning for Mobile Robots
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    Chapter 51 Color Image Segmentation Based-on SVM Using Mixed Features and Combined Kernel
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    Chapter 52 Co-expressing Patterns of Schizophrenia Candidate Genes in Brain Regions
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    Chapter 53 Boosting Deformable Part Model by Sample Sharing and Outlier Ablation
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    Chapter 54 Multi-cue Visual Tracking Based on Sparse Representation
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    Chapter 55 LMDA: Local Maximum Discrimination Analysis
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    Chapter 56 Visual Saliency Detection via Homology Distribution and Color Contrast
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    Chapter 57 Multi-Modal Multiple-Instance Learning and Attribute Discovery with the Application to the Web Violent Video Detection
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    Chapter 58 Design and Implementation of a Bimodal Face Recognition System
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    Chapter 59 The Translation-Invariant Metric and Its Application
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    Chapter 60 A Comparative Study on Selecting Acoustic Modeling Units in Deep Neural Networks Based Large Vocabulary Chinese Speech Recognition
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    Chapter 61 Multi-level Linguistic Knowledge Based Chinese Grapheme-to-Phoneme Conversion
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    Chapter 62 Blind Quality Assessment on Binary Seal Images
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    Chapter 63 An Improved 3D Edge Surface Tracking Algorithm Based on 3D Fractional-Order Differentiation within Confocal Microscopy Images
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    Chapter 64 A Multiobjective Fuzzy Clustering Algorithm Based on Robust Local Spatial Information for Image Segmentation
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    Chapter 65 Image Super-Resolution Based on Data-Driven Gaussian Process Regression
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    Chapter 66 Face Recognition Based on Non-Subsampled Contourlet Transform and Multi-order Fusion Binary Patterns
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    Chapter 67 Texture-Aware Fast Global Level Set Evolution
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    Chapter 68 A Novel Metric for Image Denoising Algorithms
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    Chapter 69 Adaptive Weight Optimization for Classification of Imbalanced Data
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    Chapter 70 Feature Selection via Sparse Regression for Classification of Functional Brain Networks
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    Chapter 71 Efficient Euclidean Local-Structural Based Sparse Coding for Robust Visual Tracking
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    Chapter 72 An Efficient Semi-supervised Hashing Method Based on Graph Transduction
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    Chapter 73 Fuzzy-PI Switch Control in Intermediate Frequency Heating Process of 3PE-Coating
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    Chapter 74 An Improved Method in Change Detection of Multitemporal Remote Sensing Image
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    Chapter 75 A Probability-Based Object Tracking Method
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    Chapter 76 Pedestrian Detection Based on Incremental Learning
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    Chapter 77 Vanishing Point Detection Based on Infrared Road Images for Night Vision Navigation
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    Chapter 78 Neuro-control to Energy Minimization for a Class of Chaotic Systems Based on ADP Algorithm
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    Chapter 79 Low SNR FMCW Signal Processing with Prior Information
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    Chapter 80 Sparsity Preserving Score for Joint Feature Selection
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    Chapter 81 Adaptive Backstepping Controller Design for Reentry Attitude of Near Space Hypersonic Vehicle
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    Chapter 82 High Performance Super-Resolution Reconstruction of Multiple Images Based on Fast Registration and Edge Enhancement
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    Chapter 83 Foreground Detection via Motion Field Based MRF-MAP
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    Chapter 84 The Speaker Recognition of Noisy Short Utterance
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    Chapter 85 Hyper-graph Matching with Bundled Feature
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    Chapter 86 Methods for Photomosaic Generation Based on Different Image Similarity and Division Strategies
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    Chapter 87 Robust Continuous Terminal Sliding Mode Control Design for a Near-Space Hypersonic Vehicle
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    Chapter 88 A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections
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    Chapter 89 An Improved Texture Feature Extraction Method for Tyre Tread Patterns
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    Chapter 90 Multi Gesture Recognition: A Tracking Learning Detection Approach
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    Chapter 91 Kernel-Based Representation Policy Iteration with Applications to Optimal Path Tracking of Wheeled Mobile Robots
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    Chapter 92 A Combined MRSMC/MBC Altitude Controller for a Quad-rotor UAV
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    Chapter 93 PerGrab: Adapting Grabbing Gesture Recognition for Personalized Non-contact HCI
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    Chapter 94 An Automatic MSRM Method with a Feedback Based on Shape Information for Auroral Oval Segmentation
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    Chapter 95 An Improved ELM Algorithm Based on EM-ELM and Ridge Regression
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    Chapter 96 An Attitude Determination System of Quad-rotor Aircraft Based on Extended Kalman Filter and Data Fusion Technique
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    Chapter 97 Connectivity of Clustered and Multi-type User CR Network: A Percolation Based Approach
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    Chapter 98 Patch-Based Tracking and Detecting for Visual Tracking
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    Chapter 99 Adaptive Regularization Parameters and Norm Selection for Sparse Gradient Based Image Restoration
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    Chapter 100 Key-Frame Selection Strategy Based on Edge Points Classification in 2D-to-3D Conversion
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    Chapter 101 Camera Localization and Pose Estimation Using an RGBD Sensor
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    Chapter 102 Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls
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    Chapter 103 Sparse Learning for Face Recognition with Social Context
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    Chapter 104 Finger Vein Recognition Based on Gabor Filter
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    Chapter 105 Construction and Simulation Analysis for Stability Speed Parameter of Instantaneous Availability for One-Unit Repairable Systems
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    Chapter 106 Intelligence Science and Big Data Engineering
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    Chapter 107 A Prediction Reference Structure Based Hierarchical Perceptual Encryption Algorithm for H.264 Bitstream
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    Chapter 108 A New Image Denoising and Enhancement Method Combining the Nonsubsampled Contourlet Transform and Improved Total Variation
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    Chapter 109 An Improved Particle Swarm Optimization for Complex Optimization Problems
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    Chapter 110 An Improved Method for Oriented Chamfer Matching
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    Chapter 111 Computer Vision Based Pose Bias Detection of Shield Tunneling Machine
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    Chapter 112 Integrative Hypothesis Test and A5 Formulation: Sample Pairing Delta, Case Control Study, and Boundary Based Statistics
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    Chapter 113 Erratum: Camera Localization and Pose Estimation Using an RGBD Sensor
Overall attention for this book and its chapters
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Title
Intelligence Science and Big Data Engineering
Published by
Springer, November 2013
DOI 10.1007/978-3-642-42057-3
ISBNs
978-3-64-242057-3, 978-3-64-242056-6
Editors

Sun, Changyin, Fang, Fang, Zhou, Zhi-Hua, Yang, Wankou, Liu, Zhiyong

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Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 100%
Readers by discipline Count As %
Computer Science 1 100%

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