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Intelligent Computing Theories and Application

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Table of Contents

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    Book Overview
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    Chapter 1 Deep Convolutional Neural Network for Fog Detection
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    Chapter 2 Prediction of Crop Pests and Diseases in Cotton by Long Short Term Memory Network
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    Chapter 3 Fault Diagnosis and Control of a KYB MMP4 Electro-Hydraulic Actuator for LDVT Sensor Fault
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    Chapter 4 A Mask R-CNN Model with Improved Region Proposal Network for Medical Ultrasound Image
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    Chapter 5 An Improved Double Hidden-Layer Variable Length Incremental Extreme Learning Machine Based on Particle Swarm Optimization
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    Chapter 6 Breast Cancer Medical Image Analysis Based on Transfer Learning Model
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    Chapter 7 A Fast Algorithm for Image Segmentation Based on Local Chan Vese Model
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    Chapter 8 Multi-modal Plant Leaf Recognition Based on Centroid-Contour Distance and Local Discriminant Canonical Correlation Analysis
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    Chapter 9 Fine-Grained Recognition of Vegetable Images Based on Multi-scale Convolution Neural Network
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    Chapter 10 Feature Analysis and Risk Assessment of Android Group Based on Clustering
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    Chapter 11 Find the ‘Lost’ Cursor: A Comparative Experiment of Visually Enhanced Cursor Techniques
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    Chapter 12 An Enhanced HAL-Based Pseudo Relevance Feedback Model in Clinical Decision Support Retrieval
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    Chapter 13 An RGBD Tracker Based on KCF Adaptively Handling Long-Term Occlusion
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    Chapter 14 Background Subtraction with Superpixel and k-means
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    Chapter 15 Application of Embedded Database SQLite in Engine Fault Diagnosis System
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    Chapter 16 Research on Stock Forecasting Based on GPU and Complex-Valued Neural Network
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    Chapter 17 Development of Remote Monitoring System of Communication Base Station Using IoT and Particle Filter Technology
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    Chapter 18 Prediction of Dissolved Oxygen Concentration in Sewage Using Support Vector Regression Based on Fuzzy C-means Clustering
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    Chapter 19 A Deep Reinforcement Learning Method for Self-driving
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    Chapter 20 Image Classification Based on Improved Spatial Pyramid Matching Model
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    Chapter 21 A Novel ECOC Algorithm with Centroid Distance Based Soft Coding Scheme
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    Chapter 22 A Compound Algorithm for Parameter Estimation of Frequency Hopping Signal Based on STFT and Morlet Wavelet Transform
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    Chapter 23 Recognition of Comparative Sentences from Online Reviews Based on Multi-feature Item Combinations
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    Chapter 24 Hierarchical Hybrid Code Networks for Task-Oriented Dialogue
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    Chapter 25 Characterization of Radiotherapy Sensitivity Genes by Comparative Gene Set Enrichment Analysis
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    Chapter 26 MiRNN: An Improved Prediction Model of MicroRNA Precursors Using Gated Recurrent Units
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    Chapter 27 Using Deep Neural Network to Predict Drug Sensitivity of Cancer Cell Lines
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    Chapter 28 PCM: A Pairwise Correlation Mining Package for Biological Network Inference
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    Chapter 29 RP-FIRF: Prediction of Self-interacting Proteins Using Random Projection Classifier Combining with Finite Impulse Response Filter
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    Chapter 30 NetCoffee2: A Novel Global Alignment Algorithm for Multiple PPI Networks Based on Graph Feature Vectors
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    Chapter 31 Dynamics of a Stochastic Virus Infection Model with Delayed Immune Response
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    Chapter 32 An Approach for Glaucoma Detection Based on the Features Representation in Radon Domain
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    Chapter 33 Screening of Pathological Gene in Breast Cancer Based on Logistic Regression
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    Chapter 34 Analysis of Disease Comorbidity Patterns in a Large-Scale China Population
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    Chapter 35 Stacking Multiple Molecular Fingerprints for Improving Ligand-Based Virtual Screening
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    Chapter 36 Combining mRNA, microRNA, Protein Expression Data and Driver Genes Information for Identifying Cancer-Related MicroRNAs
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    Chapter 37 ENSEMBLE-CNN: Predicting DNA Binding Sites in Protein Sequences by an Ensemble Deep Learning Method
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    Chapter 38 Exploration and Exploitation of High Dimensional Biological Datasets Using a Wrapper Approach Based on Strawberry Plant Algorithm
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    Chapter 39 Prediction of LncRNA by Using Muitiple Feature Information Fusion and Feature Selection Technique
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    Chapter 40 Tri-Clustering Analysis for Dissecting Epigenetic Patterns Across Multiple Cancer Types
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    Chapter 41 Efficient Framework for Predicting ncRNA-Protein Interactions Based on Sequence Information by Deep Learning
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    Chapter 42 BIOESOnet: A Tool for the Generation of Personalized Human Metabolic Pathways from 23andMe Exome Data
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    Chapter 43 Accurate Prediction of Hot Spots with Greedy Gradient Boosting Decision Tree
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    Chapter 44 A Novel Efficient Simulated Annealing Algorithm for the RNA Secondary Structure Predicting with Pseudoknots
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    Chapter 45 TNSim: A Tumor Sequencing Data Simulator for Incorporating Clonality Information
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    Chapter 46 Optimizing HP Model Using Reinforcement Learning
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    Chapter 47 Predicting Microbe-Disease Association by Kernelized Bayesian Matrix Factorization
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    Chapter 48 Similarity-Based Integrated Method for Predicting Drug-Disease Interactions
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    Chapter 49 Nucleotide-Based Significance of Somatic Synonymous Mutations for Pan-Cancer
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    Chapter 50 Performance Analysis of Non-negative Matrix Factorization Methods on TCGA Data
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    Chapter 51 Identifying Characteristic Genes and Clustering via an Lp-Norm Robust Feature Selection Method for Integrated Data
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    Chapter 52 Using Novel Convolutional Neural Networks Architecture to Predict Drug-Target Interactions
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    Chapter 53 Computational Prediction of Driver Missense Mutations in Melanoma
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    Chapter 54 Further Evidence for Role of Promoter Polymorphisms in TNF Gene in Alzheimer’s Disease
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    Chapter 55 Verifying TCM Syndrome Hypothesis Based on Improved Latent Tree Model
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    Chapter 56 acsFSDPC: A Density-Based Automatic Clustering Algorithm with an Adaptive Cuckoo Search
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    Chapter 57 Epileptic Seizure Detection Based on Time Domain Features and Weighted Complex Network
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    Chapter 58 Multi-path 3D Convolution Neural Network for Automated Geographic Atrophy Segmentation in SD-OCT Images
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    Chapter 59 Multi-information Fusion Based Mobile Attendance Scheme with Face Recognition
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    Chapter 60 The Wide and Deep Flexible Neural Tree and Its Ensemble in Predicting Long Non-coding RNA Subcellular Localization
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    Chapter 61 Research on Auto-Generating Test-Paper Model Based on Spatial-Temporal Clustering Analysis
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    Chapter 62 A Semantic Context Model for Automatic Image Annotation
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    Chapter 63 Identifying Transportation Modes Using Gradient Boosting Decision Tree
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    Chapter 64 A Multi-object Optimization Cloud Workflow Scheduling Algorithm Based on Reinforcement Learning
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    Chapter 65 A AprioriAll Sequence Mining Algorithm Based on Learner Behavior
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    Chapter 66 Emotion Recognition Based on Electroencephalogram Using a Multiple Instance Learning Framework
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    Chapter 67 Using Hybrid Similarity-Based Collaborative Filtering Method for Compound Activity Prediction
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    Chapter 68 Improving Initial Model Construction in Single Particle Cryo-EM by Filtering Out Low Quality Projection Images
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    Chapter 69 I-MMST: A New Task Scheduling Algorithm in Cloud Computing
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    Chapter 70 Recognition and Severity Rating of Parkinson’s Disease from Postural and Kinematic Features During Gait Analysis with Microsoft Kinect
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    Chapter 71 Rhino-Cyt: A System for Supporting the Rhinologist in the Analysis of Nasal Cytology
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    Chapter 72 Recovering Segmentation Errors in Handwriting Recognition Systems
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    Chapter 73 A Deep Learning Approach for the Automatic Detection and Segmentation in Autosomal Dominant Polycystic Kidney Disease Based on Magnetic Resonance Images
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    Chapter 74 A Model-Free Computer-Assisted Handwriting Analysis Exploiting Optimal Topology ANNs on Biometric Signals in Parkinson’s Disease Research
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    Chapter 75 Particle Swarm Optimization with Convergence Speed Controller for Sampling-Based Image Matting
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    Chapter 76 iCorr-GAA Algorithm for Solving Complex Optimization Problem
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    Chapter 77 Two Possible Paradoxes in Numerical Comparisons of Optimization Algorithms
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    Chapter 78 Mosquito Host-Seeking Algorithm Based on Random Walk and Game of Life
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    Chapter 79 A Novel Energetic Ant Optimization Algorithm for Routing Network Analysis
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    Chapter 80 A Comparison Study of Surrogate Model Based Preselection in Evolutionary Optimization
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    Chapter 81 A Grouping Genetic Algorithm Based on the GES Local Search for Pickup and Delivery Problem with Time Windows and LIFO Loading
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    Chapter 82 Evolutionary Structure Optimization of Convolutional Neural Networks for Deployment on Resource Limited Systems
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    Chapter 83 Research on Vehicle Routing Problem and Its Optimization Algorithm Based on Assembled Building
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    Chapter 84 Research on Vehicle Routing Problem with Time Windows Restrictions
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    Chapter 85 Research on Swarm Intelligence Algorithm Based on Prefabricated Construction Vehicle Routing Problem
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    Chapter 86 Improved Digital Password Authentication Method for Android System
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    Chapter 87 Steepest Descent Bat Algorithm for Solving Systems of Non-linear Equations
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    Chapter 88 User Engagement Prediction Using Tweets
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    Chapter 89 Discrimination and Prediction of Protein-Protein Binding Affinity Using Deep Learning Approach
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    Chapter 90 Principal Component Analysis-Based Unsupervised Feature Extraction Applied to Single-Cell Gene Expression Analysis
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    Chapter 91 Finding Protein-Binding Nucleic Acid Sequences Using a Long Short-Term Memory Neural Network
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    Chapter 92 Constructing Gene Co-expression Networks for Prognosis of Lung Adenocarcinoma
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    Chapter 93 RMCL-ESA: A Novel Method to Detect Co-regulatory Functional Modules in Cancer
Overall attention for this book and its chapters
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Title
Intelligent Computing Theories and Application
Published by
Springer International Publishing, January 2018
DOI 10.1007/978-3-319-95933-7
ISBNs
978-3-31-995932-0, 978-3-31-995933-7
Editors

De-Shuang Huang, Kang-Hyun Jo, Xiao-Long Zhang

Twitter Demographics

The data shown below were collected from the profiles of 21 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 63 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 63 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 8%
Student > Doctoral Student 2 3%
Lecturer 1 2%
Student > Bachelor 1 2%
Student > Master 1 2%
Other 2 3%
Unknown 51 81%
Readers by discipline Count As %
Computer Science 4 6%
Engineering 3 5%
Economics, Econometrics and Finance 1 2%
Medicine and Dentistry 1 2%
Biochemistry, Genetics and Molecular Biology 1 2%
Other 0 0%
Unknown 53 84%