Data Science

Table of Contents

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   Book Overview
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   Chapter 1 Classifying DNA Methylation Imbalance Data in Cancer Risk Prediction Using SMOTE and Tomek Link Methods
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   Chapter 2 Auxiliary Disease and Treatment System of Aortic Disease Based on Mixed Reality
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   Chapter 3 An Algorithm for Describing the Convex and Concave Shape of Protein Surface
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   Chapter 4 Establish Evidence Chain Model on Chinese Criminal Judgment Documents Using Text Similarity Measure
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   Chapter 5 Text Sentiment Analysis Based on Emotion Adjustment
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   Chapter 6 Text Sentiment Analysis Based on Convolutional Neural Network and Bidirectional LSTM Model
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   Chapter 7 Research on Dynamic Discovery Model of User Interest Based on Time and Space Vector
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   Chapter 8 Automatic Generation of Multiple-Choice Items for Prepositions Based on Word2vec
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    Chapter 9 ABPR-- A New Way of Point-of-Interest Recommendation via Geographical and Category Influence
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    Chapter 10 A Study on Corpus Content Display and IP Protection
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    Chapter 11 Construction and Application of Diversified Knowledge Model for Paper Reviewers Recommendation
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    Chapter 12 Study on Chinese Term Extraction Method Based on Machine Learning
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    Chapter 13 Topic Detection for Post Bar Based on LDA Model
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    Chapter 14 EventGraph Based Events Detection in Social Media
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    Chapter 15 A Method of Chinese Named Entity Recognition Based on CNN-BILSTM-CRF Model
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    Chapter 16 Research Progress of Knowledge Graph Based on Knowledge Base Embedding
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    Chapter 17 Dynamic Detection Method of Micro-blog Topic Based on Time Series
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    Chapter 18 An Evaluation Algorithm for Importance of Dynamic Nodes in Social Networks Based on Three-Dimensional Grey Relational Degree
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    Chapter 19 Travel Attractions Recommendation with Travel Spatial-Temporal Knowledge Graphs
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    Chapter 20 Hierarchical RNN for Few-Shot Information Extraction Learning
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    Chapter 21 An Improved Collaborative Filtering Algorithm and Application in Scenic Spot Recommendation
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    Chapter 22 The Algorithms of Weightening Based on DNA Sticker Model
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    Chapter 23 Method and Evaluation Method of Ultra-Short-Load Forecasting in Power System
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    Chapter 24 Ensemble of Deep Autoencoder Classifiers for Activity Recognition Based on Sensor Modalities in Smart Homes
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    Chapter 25 An Anomaly Detection Method Based on Learning of “Scores Sequence”
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    Chapter 26 A Method of Improving the Tracking Method of CSI Personnel
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    Chapter 27 Design and Implementation of the Forearm Rehabilitation System Based on Gesture Recognition
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    Chapter 28 Research on Traffic Passenger Volume Prediction of Sanya City Based on ARIMA and Grey Markov Models
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    Chapter 29 Predictive Simulation of Airline Passenger Volume Based on Three Models
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    Chapter 30 Research on Monitoring Methods for Electricity Hall Staff Based on Autonomous Updating and Semi-supervising Model
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    Chapter 31 Research on Electricity Personnel Apparel Monitoring Model Based on Auxiliary Categorical-Generative Adversarial Network
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    Chapter 32 Optimization Method of Suspected Electricity Theft Topic Model Based on Chi-square Test and Logistic Regression
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    Chapter 33 A Comparison Method of Massive Power Consumption Information Collection Test Data Based on Improved Merkle Tree
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    Chapter 34 Towards Realizing Sign Language to Emotional Speech Conversion by Deep Learning
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    Chapter 35 Noise-Immune Localization for Mobile Targets in Tunnels via Low-Rank Matrix Decomposition
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    Chapter 36 Passenger Flow Forecast of Sanya Airport Based on ARIMA Model
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    Chapter 37 Comparison of LVQ and BP Neural Network in the Diagnosis of Diabetes and Retinopathy
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    Chapter 38 A Heuristic Indoor Path Planning Method Based on Hierarchical Indoor Modelling
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    Chapter 39 Predicting Statutes Based on Causes of Action and Content of Statutes
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    Chapter 40 Adaptive Anomaly Detection Strategy Based on Reinforcement Learning
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    Chapter 41 Research on Country Fragility Assessment of Climate Change
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    Chapter 42 Data Analysis and Quality Management Research on the Integration of Micro-Lecture-Oriented Design Theory Courses with Maker Practice
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    Chapter 43 A Cloud-Based Evaluation System for Science-and-Engineering Students
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    Chapter 44 From Small Scale Guerrilla Warfare to a Wide Range of Army Operations the Development Direction of Software Production and Education
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    Chapter 45 Gathering Ideas by Exploring Bursting into Sparks Through the Cross–To Discuss Interdisciplinary Role in Cultivating Students’ Innovation
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    Chapter 46 A High Precision and Realtime Physics-Based Hand Interaction for Virtual Instrument Experiment
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    Chapter 47 Application of Project Management in Undergraduates’ Innovation Experiment Teaching
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    Chapter 48 Exploration and Research on the Training Mode of New Engineering Talents Under the Background of Big Data
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    Chapter 49 An Empirical Study on the Influence Factors of Mobile Phone Dependence of College Students Based on SPSS and AMOS
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    Chapter 50 The Reliability and Validity Analysis of Questionnaire Survey on the Mathematics Teaching Quality in Higher Vocational Colleges
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    Chapter 51 Online Education Resource Evaluation Systems Based on MOOCs
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    Chapter 52 Analysis on Psychological Health Education of Graduate Students from the Strengths Perspective
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    Chapter 53 Design and Implement of International Students’ Management and Security Warning System Based on B/S Architecture
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    Chapter 54 Performance Prediction Based on Analysis of Learning Behavior