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Intelligent Computing Theories and Application

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Cover of 'Intelligent Computing Theories and Application'

Table of Contents

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    Book Overview
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    Chapter 1 Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search
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    Chapter 2 An Evolutionary Algorithm Based on Multi-operator Ensemble for Multi-objective Optimization
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    Chapter 3 Water Evaporation Optimization Algorithm Based on Classification and Unbiased Search
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    Chapter 4 A Discrete Sine Cosine Algorithm for Community Detection
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    Chapter 5 Automatical Pulmonary Nodule Detection by Feature Contrast Learning
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    Chapter 6 Unsupervised Cross-Domain Person Re-identification Based on Style Transfer
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    Chapter 7 Improving Object Detection by Deep Networks with Class-Related Features
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    Chapter 8 Dynamic Neural Network for Business and Market Analysis
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    Chapter 9 ψ-type Synchronization of Memristor-Based Competitive Neural Networks with Time-Varying Delays via Nonlinear Feedback Control
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    Chapter 10 A Computer Immune Optimization Algorithm Based on Group Evolutionary Strategy
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    Chapter 11 Sound Field Reproduction in Reverberant Room Using the Alternating Direction Method of Multipliers Based Lasso and Regularized Least-Square
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    Chapter 12 Improvement of Image Reconstruction Algorithm Based on CS
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    Chapter 13 Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data
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    Chapter 14 A Deep Learning Model for Multi-label Classification Using Capsule Networks
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    Chapter 15 Bundled Round Bars Counting Based on Iteratively Trained SVM
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    Chapter 16 Combining LSTM Network Model and Wavelet Transform for Predicting Self-interacting Proteins
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    Chapter 17 Coarse-to-Fine Supervised Descent Method for Face Alignment
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    Chapter 18 Prediction of Chemical Oxygen Demand in Sewage Based on Support Vector Machine and Neural Network
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    Chapter 19 Relaxed 2-D Principal Component Analysis by L p Norm for Face Recognition
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    Chapter 20 Palm Recognition Using the Adaptive LWT Based Sparse Representation Method
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    Chapter 21 Dislocation Theory Based Level Set Image Segmentation
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    Chapter 22 Out-of-Stock Detection Based on Deep Learning
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    Chapter 23 A Fractional-Order Variational Residual CNN for Low Dose CT Image Denoising
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    Chapter 24 CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval
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    Chapter 25 Image Denoising via Multiple Images Nonlocally Means and Residual Tensor Decomposition
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    Chapter 26 Identification of Apple Tree Trunk Diseases Based on Improved Convolutional Neural Network with Fused Loss Functions
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    Chapter 27 Mirror PCA: Exploiting Facial Symmetry for Feature Extraction
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    Chapter 28 Face Image Super-Resolution via Sparse Representation and Local Texture Constraints
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    Chapter 29 Convolutional Capsule-Based Network for Person Re-identification
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    Chapter 30 Plant Leaf Recognition Based on Conditional Generative Adversarial Nets
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    Chapter 31 Leaf Recognition Based on Capsule Network
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    Chapter 32 Image Segmentation Based on Local Chan-Vese Model Combined with Fractional Order Derivative
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    Chapter 33 Deep Learning Based Fluid Segmentation in Retinal Optical Coherence Tomography Images
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    Chapter 34 An Authentication Scheme in VANETs Based on Group Signature
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    Chapter 35 Malware Detection in Android System Based on Change Perception
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    Chapter 36 Model Analysis and Prediction of People’s Travel Behaviors Under no Shared Bicycles
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    Chapter 37 Research on Security Vulnerabilities Based on Artificial Intelligence
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    Chapter 38 Privacy Preservation Based on Key Attribute and Structure Generalization of Social Network for Medical Data Publication
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    Chapter 39 EmoSens – The Proposal of System for Recognition of Emotion with SDK Affectiva and Various Sensors
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    Chapter 40 Smart-Scrolling: Improving Information Access Performance in Linear Layout Views for Small-Screen Devices
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    Chapter 41 Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)
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    Chapter 42 EEG-Based Seizure Diagnosis Using Discriminative Fractal Features from Feature Selection
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    Chapter 43 Classifying Mixed Patterns of Proteins in High-Throughput Microscopy Images Using Deep Neural Networks
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    Chapter 44 Integration of Multimodal Data for Breast Cancer Classification Using a Hybrid Deep Learning Method
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    Chapter 45 Liver Segmentation in CT Images with Adversarial Learning
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    Chapter 46 Cascade Dense-Unet for Prostate Segmentation in MR Images
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    Chapter 47 A Percolation Algorithm to Discover Emerging Research Topics
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    Chapter 48 Designing and Implementing Mobile Robot Navigation Based on Behavioral Programming
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    Chapter 49 Weed Recognition in Wheat Field Based on Sparse Representation Classification
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    Chapter 50 Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks
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    Chapter 51 Label Propagation Based Semi-supervised Feature Selection to Decode Clinical Phenotype of Huntington’s Disease
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    Chapter 52 Urine Sediment Detection Based on Deep Learning
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    Chapter 53 Identification of Apple Leaf Diseases Based on Convolutional Neural Network
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    Chapter 54 Multiomics Data Analysis Using Tensor Decomposition Based Unsupervised Feature Extraction
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    Chapter 55 Sequence-Based Prediction of Hot Spots in Protein-RNA Complexes Using an Ensemble Approach
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    Chapter 56 Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways
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    Chapter 57 Comparison of Various Weighted K-Nearest Neighbor Methods for Positioning Systems Using Visible LED Lights
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    Chapter 58 Parameters Optimization for Support Vector Regression Based Indoor Visible Light Localization
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    Chapter 59 A Novel Mechanism of Position Update in Multi-objective Particle Swarm Optimization
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    Chapter 60 A New Multi-objective Particle Swarm Optimization Based on Linear Decreasing Velocity Update Mechanism
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    Chapter 61 Cluster-Head Selection for Energy-Harvesting IoT Devices in Multi-tier 5G Cellular Networks
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    Chapter 62 Segmenting Crop Disease Leaf Image by Modified Fully-Convolutional Networks
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    Chapter 63 A Recognition Method for Italian Alphabet Gestures Based on Convolutional Neural Network
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    Chapter 64 Two-Stage Algorithm for Solving Multi-depot Green Vehicle Routing Problem with Time Window
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    Chapter 65 Hybrid Cross-entropy Algorithm for Mixed Model U-shaped Assembly Line Balancing Problem
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    Chapter 66 Study on Medical Image Report Generation Based on Improved Encoding-Decoding Method
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    Chapter 67 Multi-verse Optimization Algorithm for Solving Two-Dimensional TSP
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    Chapter 68 A Quaternion’s Encoding Sine Cosine Algorithm
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    Chapter 69 A Complex-Valued Encoding Moth-Flame Optimization Algorithm for Global Optimization
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    Chapter 70 An Enhanced Whale Optimization Algorithm with Simplex Method
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    Chapter 71 BFPA: Butterfly Strategy Flower Pollination Algorithm
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    Chapter 72 Artificial Neural Network Hyperparameter Optimisation for Network Intrusion Detection
Overall attention for this book and its chapters
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Title
Intelligent Computing Theories and Application
Published by
Springer International Publishing, October 2019
DOI 10.1007/978-3-030-26763-6
ISBNs
978-3-03-026762-9, 978-3-03-026763-6
Editors

Huang, De-Shuang, Bevilacqua, Vitoantonio, Premaratne, Prashan

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X Demographics

The data shown below were collected from the profiles of 4 X users 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 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 100%
Readers by discipline Count As %
Unspecified 1 50%
Computer Science 1 50%

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