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Intelligence Science and Big Data Engineering

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Table of Contents

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    Book Overview
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    Chapter 1 The Microphone Array Arrangement Method for High Order Ambisonics Recordings
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    Chapter 2 Learning an Alternating Bergman Network for Non-convex and Non-smooth Optimization Problems
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    Chapter 3 Sparse Multimodal Gaussian Processes
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    Chapter 4 Document Analysis Based on Multi-view Intact Space Learning with Manifold Regularization
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    Chapter 5 Blind Image Quality Assessment: Using Statistics of Color Descriptors in the DCT Domain
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    Chapter 6 Location Dependent Dirichlet Processes
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    Chapter 7 Frequency Recognition Based on Optimized Power Spectral Density Analysis for SSSEP-Based BCIs
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    Chapter 8 A Hybrid Particle Swarm Optimization Algorithm Based on Migration Mechanism
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    Chapter 9 A Hybrid Multi-swarm PSO Algorithm Based on Shuffled Frog Leaping Algorithm
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    Chapter 10 Similarity Degree for Multi-Attribute Decision Making with Incomplete Dual Hesitant Fuzzy Sets
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    Chapter 11 A Unified Confidence Measure Framework Using Auxiliary Normalization Graph
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    Chapter 12 Decentralized Pinning Synchronization of Colored Time-Delayed Networks via Decentralized Pinning Periodically Intermittent Control
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    Chapter 13 Image Fusion Using Pulse Coupled Neural Network and CNN
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    Chapter 14 CNN-Based Age Classification via Transfer Learning
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    Chapter 15 Deep Attentive Structured Language Model Based on LSTM
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    Chapter 16 Classification of Motor Imagery EEG Signals with Deep Learning Models
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    Chapter 17 Jointly Using Deep Model Learned Features and Traditional Visual Features in a Stacked SVM for Medical Subfigure Classification
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    Chapter 18 Facial Emotion Recognition via Discrete Wavelet Transform, Principal Component Analysis, and Cat Swarm Optimization
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    Chapter 19 Using LFDA to Learn Subset-Haar-Like Intermediate Feature Weights for Pedestrian Detection
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    Chapter 20 Using Original Face Image and Its Virtual Image for Face Recognition
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    Chapter 21 A Novel Representation for Abnormal Crowd Motion Detection
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    Chapter 22 Robust Face Hallucination via Locality-Constrained Nuclear Norm Regularized Regression
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    Chapter 23 Multi-task Learning for Person Re-identification
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    Chapter 24 Database Search Algorithm Based on Track Predicting in Fingerprinting Localization
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    Chapter 25 Cascade Error-Correction Mechanism for Human Pose Estimation in Videos
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    Chapter 26 Index Tracking by Using Sparse Support Vector Regression
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    Chapter 27 Two-Stage Transfer Learning of End-to-End Convolutional Neural Networks for Webpage Saliency Prediction
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    Chapter 28 Saliency Detection via Combining Global Shape and Local Cue Estimation
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    Chapter 29 Online Vehicle Tracking in Aerial Imagery
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    Chapter 30 Autonomous Object Segmentation in Cluttered Environment Through Interactive Perception
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    Chapter 31 Robust Variational Auto-Encoder for Radar HRRP Target Recognition
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    Chapter 32 Probabilistic Hypergraph Optimization for Salient Object Detection
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    Chapter 33 A Cascaded Segmentation Method Based on Region Merging to Change Detection in Remote Sensing Images
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    Chapter 34 Saliency Detection by Unifying Regression and Propagation
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    Chapter 35 Classification and Clustering via Structure-enforced Matrix Factorization
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    Chapter 36 Reweighted Sparse Subspace Clustering Based on Fractional-Order Function
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    Chapter 37 Ensemble Re-clustering: Refinement of Hard Clustering by Three-Way Strategy
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    Chapter 38 Motor Imagery EEG Classification Based on Multi-scale Time Windows
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    Chapter 39 Hyperspectral Image Classification Based on Empirical Mode Decomposition and Local Binary Pattern
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    Chapter 40 Extremely Randomized Forest with Hierarchy of Multi-label Classifiers
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    Chapter 41 Subspace Clustering Under Multiplicative Noise Corruption
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    Chapter 42 Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion
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    Chapter 43 Blind Multi-frame Super Resolution with Non-identical Blur
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    Chapter 44 Example-Guided Image Prior for Blind Image Deblurring
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    Chapter 45 Improved Spiking Cortical Model Based Algorithm for Multi-focus Image Fusion
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    Chapter 46 Robust Underwater Image Stitching Based on Graph Matching
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    Chapter 47 A Fingerprint Registration Method Based on Image Field and Mean Square Error
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    Chapter 48 A Low Rank Regularization Method for Motion Adaptive Video Stabilization
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    Chapter 49 Multi-image Deblurring Using Complement
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    Chapter 50 CAD Model Based on NN and PCA in Prostate Tumor MRI
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    Chapter 51 Altered Functional Specialization in Temporal Lobe Epilepsy
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    Chapter 52 Resting-State Brain Activity Complexity in Early-Onset Schizophrenia Characterized by a Multi-scale Entropy Method
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    Chapter 53 Component Selection in Blind Source Separation of Brain Imaging Data
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    Chapter 54 Gradient Vector Flow Field and Fast Marching Based Method for Centerline Computation of Coronary Arteries
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    Chapter 55 EEG-Based Motor Imagery Differing in Task Complexity
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    Chapter 56 A Comparative Study of Joint-SNVs Analysis Methods and Detection of Susceptibility Genes for Gastric Cancer in Korean Population
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    Chapter 57 The Prognostic Role of Genes with Skewed Expression Distribution in Lung Adenocarcinoma
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    Chapter 58 Survival-Expression Map and Essential Forms of Survival-Expression Relations for Genes
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    Chapter 59 Fast Vein Pattern Extraction Based on a Binary Filter
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    Chapter 60 Geographical and Overlapping Community Modeling Based on Business Circles for POI Recommendation
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    Chapter 61 Event Recommendation via Collective Matrix Factorization with Event-User Neighborhood
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Title
Intelligence Science and Big Data Engineering
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-67777-4
ISBNs
978-3-31-967776-7, 978-3-31-967777-4
Editors

Yi Sun, Huchuan Lu, Lihe Zhang, Jian Yang, Hua Huang

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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 57 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 57 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 19 33%
Student > Bachelor 9 16%
Student > Master 7 12%
Student > Doctoral Student 4 7%
Student > Postgraduate 3 5%
Other 5 9%
Unknown 10 18%
Readers by discipline Count As %
Computer Science 16 28%
Engineering 16 28%
Mathematics 3 5%
Social Sciences 2 4%
Business, Management and Accounting 1 2%
Other 4 7%
Unknown 15 26%