Data Science

Table of Contents

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   Book Overview
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   Chapter 1 Survey on Deep Learning for Human Action Recognition
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   Chapter 2 Superimposed Attention Mechanism-Based CNN Network for Reading Comprehension and Question Answering
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   Chapter 3 Empirical Study of Hybrid Optimization Strategy for Evolutionary Testing
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   Chapter 4 Android Oriented Image Visualization Exploratory Search
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   Chapter 5 Blind Motion Deblurring for Online Defect Visual Inspection
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   Chapter 6 Fast Nonlocal Diffusion by Stacking Local Filters for Image Denoising
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   Chapter 7 Relationship Between Tyndall Light Path Attenuation and Concentration Based on Digital Image
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   Chapter 8 Systematic Framework of the All-for-One Tourism Digital Ecosystem
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    Chapter 9 Multi-focus Image Fusion Combined with CNN and Algebraic Multi-grid Method
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    Chapter 10 Fish Behavior Analysis Based on Computer Vision: A Survey
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    Chapter 11 Method for Recognition Pneumonia Based on Convolutional Neural Network
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    Chapter 12 Underwater Image Saliency Detection Based on Improved Histogram Equalization
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    Chapter 13 Kernelized Correlation Filter Target Tracking Algorithm Based on Saliency Feature Selection
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    Chapter 14 Image Edge Detection Method Based on Ant Colony Algorithm
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    Chapter 15 Biological Network Modeling Based on Hill Function and Hybrid Evolutionary Algorithm
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    Chapter 16 Design of Five-Axis Camera Stabilizer Based on Quaternion Untracked Kalman Filtering Algorithm
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    Chapter 17 Mutual Learning Model for Skin Lesion Classification
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    Chapter 18 Business-Oriented Dynamic Reconfiguration Model of Cloud Computing Network
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    Chapter 19 Secure, Efficient and Searchable File System on Distributed Clouds
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    Chapter 20 Design of Landslide Warning System
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    Chapter 21 Scheduling Method Based on Backfill Strategy for Multiple DAGs in Cloud Computing
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    Chapter 22 Study on Evaluation Method of Teaching Quality Based on Cloud Model and D-S Theory
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    Chapter 23 Bottom-Up Teaching Reformation for the Undergraduate Course of Computer Organization and Architecture
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    Chapter 24 Education Platform of Congenital Heart Disease Based on Mixed Reality Technology
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    Chapter 25 Construction and Practice of Higher Vocational Colleges’ Quality Assurance System Based on Evaluation
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    Chapter 26 Research on Teachers’ Development from International Perspective
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    Chapter 27 Research on the Teaching Model of Experimental Virtualization in Digital Logic and Digital System Design Course
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    Chapter 28 Teaching Reform of Ideological and Political Education in the Course of Electromagnetic Field and Electromagnetic Wave
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    Chapter 29 Application of Grey Correlation Analysis in Physical Fitness Assessment of Higher Vocational Students
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    Chapter 30 Empirical Research on the Status Quo of Teachers of Common Required Courses in Vocational Higher Education Institutions
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    Chapter 31 Evaluation Model of Teaching Quality Based on Cloud Computing
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    Chapter 32 Study on Digital Exchange Platform of University Information Resources
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    Chapter 33 Integration of University-Enterprise in Applied Universities
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    Chapter 34 Adaptive Flower Pollination Algorithm Based on Chaotic Map
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    Chapter 35 Application of Data Analysis in Trend Prediction of Different Crime Types in London
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    Chapter 36 Research on Pedestrian Re-Identification Using CNN Feature and Pedestrian Combination Attribute
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    Chapter 37 Preliminary Study on Interpreting Stock Price Forecasting Based on Tree Regularization of GRU
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    Chapter 38 Simulation Analysis on the Rupture Trend of Intracranial Hemangioma
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    Chapter 39 Target Market Optimal Coverage Algorithm Based on Heat Diffusion Model
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    Chapter 40 Hybrid Model of Time Series Prediction Model for Railway Passenger Flow
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    Chapter 41 Classification Method of Encrypted Traffic Based on Deep Neural Network
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    Chapter 42 Key Technologies of Traditional Chinese Medicine Traceability Based on Internet of Things
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    Chapter 43 Study on Measurement of Colloidal Liquid Concentration Based on Tyndall Phenomenon
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    Chapter 44 Neural Network Model for Classifying the Economic Recession and Construction of Financial Stress Index
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    Chapter 45 Using Augmented Reality Techniques to Simulate Training and Assistance in Electric Power
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    Chapter 46 Research on the Motion Track of Ocean Towing System
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    Chapter 47 Using Case Facts to Predict Penalty with Deep Learning
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    Chapter 48 Integrated Modeling Framework to Guide Novel Insole Designs for Stress Redistribution at the Human Knee Joint
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    Chapter 49 Movie Score Prediction Model Based on Movie Plots
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    Chapter 50 Combining Multiple Factors of LightGBM and XGBoost Algorithms to Predict the Morbidity of Double-High Disease
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    Chapter 51 Control Emotion Intensity for LSTM-Based Expressive Speech Synthesis
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    Chapter 52 License Plate Recognition Model Based on CNN+LSTM+CTC