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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 Application of Ant Colony Algorithm Based on Monopoly and Competition Idea in QoS Routing
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    Chapter 2 Graph Based RRT Optimization for Autonomous Mobile Robots
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    Chapter 3 Visual Based Autonomous Navigation for Legged Robots
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    Chapter 4 An Environment-Adaptation Based Binaural Localization Method
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    Chapter 5 Towards Efficient Lesion Localization Based on Template Occlusion Strategy in Intelligent Diagnosis
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    Chapter 6 A Service Agents Division Method Based on Semantic Negotiation of Concepts
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    Chapter 7 Network Traffic Generator Based on Distributed Agent for Large-Scale Network Emulation Environment
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    Chapter 8 Optimization of Hypergraph Based News Recommendation by Binary Decision Tree
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    Chapter 9 A Continuous Method for Graph Matching Based on Continuation
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    Chapter 10 Finding Overlapping Communities by Increasing the Determinacy of SLPA in Complex Networks
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    Chapter 11 Learning Semantic Double-Autoencoder with Attribute Constraint for Zero-Shot Recognition
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    Chapter 12 Zero-Shot Leaning with Manifold Embedding
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    Chapter 13 Attribute Value Matching with Limited Budget
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    Chapter 14 Moth-Flame Optimization Algorithm Based on Adaptive Weight and Simulated Annealing
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    Chapter 15 An Improved DNA Genetic Algorithm Based on Cell-Like P System with Dynamic Membrane Structure
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    Chapter 16 Efficiency Ranking via Combining DEA Evaluation and Bayesian Prediction for Logistics Enterprises
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    Chapter 17 A Brief Survey of Dimension Reduction
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    Chapter 18 Regularized Extreme Learning Machine Ensemble Using Bagging for Tropical Cyclone Tracks Prediction
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    Chapter 19 The Day-Ahead Electricity Price Forecasting Based on Stacked CNN and LSTM
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    Chapter 20 Covariance Based Deep Feature for Text-Dependent Speaker Verification
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    Chapter 21 Radar HRRP Target Recognition with Recurrent Convolutional Neural Networks
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    Chapter 22 DiffusionNet: Establish Convolutional Networks with Nitric Oxide Diffusion Model
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    Chapter 23 Wavelet Autoencoder for Radar HRRP Target Recognition with Recurrent Neural Network
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    Chapter 24 Stacked Discriminative Denoising Auto-encoder Based Recommender System
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    Chapter 25 Deep Metric Learning for Software Change-Proneness Prediction
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    Chapter 26 Infrared-Visible Image Fusion Based on Convolutional Neural Networks (CNN)
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    Chapter 27 Joint Spoken Language Understanding and Domain Adaptive Language Modeling
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    Chapter 28 A Channel-Cascading Pedestrian Detection Network for Small-Size Pedestrians
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    Chapter 29 Collaborative Error Propagation for Single Sample Face Recognition
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    Chapter 30 Coarse Label Refined Knowledge Reasoning for Fine-Grained Visual Categorization
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    Chapter 31 A Fast Positioning Algorithm Based on 3D Posture Recognition
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    Chapter 32 An Adaptive Iterated Extended Kalman Filter for Target Tracking
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    Chapter 33 Learning Siamese Network with Top-Down Modulation for Visual Tracking
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    Chapter 34 R-CASENet: A Multi-category Edge Detection Network
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    Chapter 35 Convolutional Neuronal Networks Based Monocular Object Detection and Depth Perception for Micro UAVs
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    Chapter 36 Improving Minority Language Speech Recognition Based on Distinctive Features
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    Chapter 37 A Hybrid Approach Optimized by Tissue-Like P System for Clustering
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    Chapter 38 An Improved Spectral Clustering Algorithm Based on Dynamic Tissue-Like Membrane System
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    Chapter 39 Co-learning Binary Classifiers for LP-Based Multi-label Classification
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    Chapter 40 Generalized Multiview Discriminative Projections with Spectral Reconstruction
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    Chapter 41 Vector Similarity Measures About Hesitant Fuzzy Sets and Applications to Clustering Analysis
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    Chapter 42 A Fuzzy Density Peaks Clustering Algorithm Based on Improved DNA Genetic Algorithm and K-Nearest Neighbors
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    Chapter 43 Multiple Classifier System for Remote Sensing Images Classification
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    Chapter 44 Joint Subspace and Dictionary Learning with Dynamic Training Set for Cross Domain Image Classification
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    Chapter 45 A 3D Reconstruction System for Large Scene Based on RGB-D Image
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    Chapter 46 Change Detection in Multispectral Remote Sensing Images Based on Optimized Fusion of Subspaces
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    Chapter 47 Apple Surface Pesticide Residue Detection Method Based on Hyperspectral Imaging
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    Chapter 48 Regression Analysis for Dairy Cattle Body Condition Scoring Based on Dorsal Images
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    Chapter 49 Intensive Positioning Network for Remote Sensing Image Captioning
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    Chapter 50 A Level Set Algorithm Based on Probabilistic Statistics for MR Image Segmentation
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    Chapter 51 Microarray-Based Cancer Prediction Using Single-Gene Ensemble Classifier
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    Chapter 52 A Novel EEG Signal Recognition Method Using Modified Optimal Electrodes Recombination Strategy
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    Chapter 53 Early Diagnosis of Alzheimer’s Disease by Ensemble Deep Learning Using FDG-PET
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    Chapter 54 Study on Matthew Effect Based Feature Extraction for ECG Biometric
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    Chapter 55 Medical Image Fusion Using Non-subsampled Shearlet Transform and Improved PCNN
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    Chapter 56 Dissociating Group and Individual Profile of Functional Connectivity Using Low Rank Matrix Recovery
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    Chapter 57 Lung Nodule Detection Using Combined Traditional and Deep Models and Chest CT
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    Chapter 58 An Enviro-Geno-Pheno State Analysis Framework for Biomarker Study
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    Chapter 59 A Novel Seizure Prediction Method Based on Generative Features
Overall attention for this book and its chapters
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Title
Intelligence Science and Big Data Engineering
Published by
Springer International Publishing, November 2018
DOI 10.1007/978-3-030-02698-1
ISBNs
978-3-03-002697-4, 978-3-03-002698-1
Editors

Peng, Yuxin, Yu, Kai, Lu, Jiwen, Jiang, Xingpeng

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

Geographical breakdown

Country Count As %
Unknown 7 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 43%
Student > Bachelor 1 14%
Other 1 14%
Student > Master 1 14%
Researcher 1 14%
Other 0 0%
Readers by discipline Count As %
Computer Science 3 43%
Agricultural and Biological Sciences 1 14%
Physics and Astronomy 1 14%
Engineering 1 14%
Unknown 1 14%