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Data Science

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Cover of 'Data Science'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Benign Strategy for Recommended Location Service Based on Trajectory Data
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    Chapter 2 Interest-Forgetting Markov Model for Next-Basket Recommendation
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    Chapter 3 Attention Neural Network for User Behavior Modeling
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    Chapter 4 Method for Extraction and Fusion Based on KL Measure
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    Chapter 5 Evaluation of Scholar’s Contribution to Team Based on Weighted Co-author Network
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    Chapter 6 Community Evolution Based on Tensor Decomposition
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    Chapter 7 A Content-Based Recommendation Framework for Judicial Cases
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    Chapter 8 Collaboration Filtering Recommendation Algorithm Based on the Latent Factor Model and Improved Spectral Clustering
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    Chapter 9 Hadoop + Spark Platform Based on Big Data System Design of Agricultural Product Price Analysis and Prediction by HoltWinters
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    Chapter 10 Oracle Bone Inscriptions Big Knowledge Management and Service Platform
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    Chapter 11 Meteorological Sensor Data Storage Mechanism Based on TimescaleDB and Kafka
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    Chapter 12 Cost Optimization Strategy for Long-Term Storage of Scientific Workflow
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    Chapter 13 Optimal Overbooking Mechanism in Data Plan Sharing
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    Chapter 14 Survey of Data Value Evaluation Methods Based on Open Source Scientific and Technological Information
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    Chapter 15 Credible Routing Scheme of SDN-Based Cloud Using Blockchain
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    Chapter 16 Integrated Multi-featured Android Malicious Code Detection
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    Chapter 17 Computation Offloading Algorithms in Mobile Edge Computing System: A Survey
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    Chapter 18 Wireless Communication Signal Strength Prediction Method Based on the K-nearest Neighbor Algorithm
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    Chapter 19 Prediction Model for Non-topological Event Propagation in Social Networks
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    Chapter 20 Experimental Research on Internet Ecosystem and AS Hierarchy
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    Chapter 21 Speed-Grading Mobile Charging Policy in Large-Scale Wireless Rechargeable Sensor Networks
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    Chapter 22 Solar Radio Burst Automatic Detection Method for Decimetric and Metric Data of YNAO
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    Chapter 23 Internet Web Trust System Based on Smart Contract
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    Chapter 24 Destructive Method with High Quality and Speed to Counter Information Hiding
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    Chapter 25 Defence Against Adversarial Attacks Using Clustering Algorithm
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    Chapter 26 A Privacy-Preserving TPA-aided Remote Data Integrity Auditing Scheme in Clouds
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    Chapter 27 Relation Extraction Based on Dual Attention Mechanism
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    Chapter 28 Analysis and Defense of Network Attacking Based on the Linux Server
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    Chapter 29 Anti-quantum Cryptography Scheme Based on the Improvement of Cubic Simple Matrix and LRPC Code
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    Chapter 30 Survey on Blockchain Incentive Mechanism
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    Chapter 31 Blockchain-Based Secure Authentication Scheme for Medical Data Sharing
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    Chapter 32 Encryption Algorithm Based NTRU in Underwater Acoustic Networks
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    Chapter 33 Knowledge-Enhanced Bilingual Textual Representations for Cross-Lingual Semantic Textual Similarity
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    Chapter 34 Predicting the Hot Topics with User Sentiments
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    Chapter 35 Research on Cross-Language Retrieval Using Bilingual Word Vectors in Different Languages
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    Chapter 36 Word Segmentation for Chinese Judicial Documents
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    Chapter 37 Visual Sentiment Analysis with Local Object Regions Attention
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    Chapter 38 TPOS Tagging Method Based on BiLSTM_CRF Model
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    Chapter 39 Judicial Case Screening Based on LDA
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    Chapter 40 Evaluation System for Reasoning Description of Judgment Documents Based on TensorFlow CNN
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    Chapter 41 Statute Recommendation Based on Word Embedding
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    Chapter 42 Knowledge Graph Embedding Based on Adaptive Negative Sampling
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    Chapter 43 Multi-grained Pruning Method of Convolutional Neural Network
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    Chapter 44 Donggan Speech Recognition Based on Convolution Neural Networks
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    Chapter 45 Design of Polynomial Fuzzy Neural Network Classifiers Based on Density Fuzzy C-Means and L2-Norm Regularization
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    Chapter 46 Pedestrian Detection Method Based on SSD Model
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    Chapter 47 Optimizing Breast Mass Segmentation Algorithms with Generative Adversarial Nets
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    Chapter 48 Multiple Music Sentiment Classification Model Based on Convolutional Neural Network
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    Chapter 49 Integrated Navigation Filtering Method Based on Wavelet Neural Network Optimized by MEA Model
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    Chapter 50 Survey of Methods for Time Series Symbolic Aggregate Approximation
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    Chapter 51 Multimodal 3D Convolutional Neural Networks for Classification of Brain Disease Using Structural MR and FDG-PET Images
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    Chapter 52 Comparative Study of Combined Fault Diagnosis Schemes Based on Convolutional Neural Network
Attention for Chapter 50: Survey of Methods for Time Series Symbolic Aggregate Approximation
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Chapter title
Survey of Methods for Time Series Symbolic Aggregate Approximation
Chapter number 50
Book title
Data Science
Published by
Springer, Singapore, September 2019
DOI 10.1007/978-981-15-0118-0_50
Book ISBNs
978-9-81-150117-3, 978-9-81-150118-0
Authors

Lin Wang, Faming Lu, Minghao Cui, Yunxia Bao