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Data Science

Overview of attention for book
Cover of 'Data Science'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 A Fine-Grained Emotion Analysis Method for Chinese Microblog
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    Chapter 2 Research of Detection Algorithm for Time Series Abnormal Subsequence
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    Chapter 3 An Improved SVM Based Wind Turbine Multi-fault Detection Method
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    Chapter 4 GPU Based Hash Segmentation Index for Fast T-overlap Query
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    Chapter 5 A Collaborative Filtering Recommendation Algorithm Based on the Difference and the Correlation of Users’ Ratings
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    Chapter 6 Research on Pattern Matching Method of Multivariate Hydrological Time Series
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    Chapter 7 Further Analysis of Candlestick Patterns’ Predictive Power
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    Chapter 8 Partial Least Squares (PLS) Methods for Abnormal Detection of Breast Cells
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    Chapter 9 Desktop Data Driven Approach to Personalize Query Recommendation
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    Chapter 10 Disease Prediction Based on Transfer Learning in Individual Healthcare
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    Chapter 11 Research on Fuzzy Matching Query Algorithm Based on Spatial Multi-keyword
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    Chapter 12 A New Approach to Dense Spectrum Analysis of Infrasonic Signals
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    Chapter 13 Research on XDR Bill Compression Under Big Data Technology
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    Chapter 14 The Scalability of Volunteer Computing for MapReduce Big Data Applications
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    Chapter 15 An Improved FP-Growth Algorithm Based on SOM Partition
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    Chapter 16 A Novel Recommendation Service Method Based on Cloud Model and User Personality
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    Chapter 17 A Cooperative Abnormal Behavior Detection Framework Based on Big Data Analytics
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    Chapter 18 Composite Graph Publication Considering Important Data
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    Chapter 19 Hierarchical Access Control Scheme of Private Data Based on Attribute Encryption
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    Chapter 20 Secret Data-Driven Carrier-Free Secret Sharing Scheme Based on Error Correction Blocks of QR Codes
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    Chapter 21 Template Protection Based on Chaotic Map for Face Recognition
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    Chapter 22 A Fast and Secure Transmission Method Based on Optocoupler for Mobile Storage
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    Chapter 23 Android Malware Detection Using Local Binary Pattern and Principal Component Analysis
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    Chapter 24 Elderly Health Care - Security and Privacy Issue
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    Chapter 25 Secure Multi-party Comparison Protocol and Application
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    Chapter 26 Security Analysis of Secret Image Sharing
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    Chapter 27 PRS: Predication-Based Replica Selection Algorithm for Key-Value Stores
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    Chapter 28 A General (k, n) Threshold Secret Image Sharing Construction Based on Matrix Theory
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    Chapter 29 A Real-Time Visualization Defense Framework for DDoS Attack
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    Chapter 30 A Research and Analysis Method of Open Source Threat Intelligence Data
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    Chapter 31 An Improved Data Packet Capture Method Based on Multicore Platform
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    Chapter 32 Research on Linux Kernel Version Diversity for Precise Memory Analysis
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    Chapter 33 Unsupervised Anomaly Detection for Network Flow Using Immune Network Based K-means Clustering
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    Chapter 34 The Research on Cascading Failure of Farey Network
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    Chapter 35 Optimal Task Recommendation for Spatial Crowdsourcing with Privacy Control
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    Chapter 36 An Information-Aware Privacy-Preserving Accelerometer Data Sharing
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    Chapter 37 A Range-Threshold Based Medical Image Classification Algorithm for Crowdsourcing Platform
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    Chapter 38 A New Method for Medical Image Retrieval Based on Markov Random Field
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    Chapter 39 Three-Dimensional Reconstruction of Wood Carving Cultural Relics Based on CT Tomography Data
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    Chapter 40 Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN)
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    Chapter 41 Predicting Big-Five Personality for Micro-blog Based on Robust Multi-task Learning
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    Chapter 42 Automatic Malware Detection Using Deep Learning Based on Static Analysis
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    Chapter 43 High-Level Multi-difference Cues for Image Saliency Detection
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    Chapter 44 Nonlinear Dimensionality Reduction via Homeomorphic Tangent Space and Compactness
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    Chapter 45 Selective Image Matting with Scalable Variance and Model Rectification
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    Chapter 46 Side-Channel Attacks Based on Collaborative Learning
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    Chapter 47 Research on Hydrological Time Series Prediction Based on Combined Model
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    Chapter 48 A Cross-View Model for Tourism Demand Forecasting with Artificial Intelligence Method
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    Chapter 49 Computational Intensity Prediction Model of Vector Data Overlay with Random Forest Method
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    Chapter 50 An Implementation and Improvement of Convolutional Neural Networks on HSA Platform
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    Chapter 51 An Enhanced Transportation Mode Detection Method Based on GPS Data
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    Chapter 52 The Triangle Collapse Algorithm Based on Angle Error Metrics
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    Chapter 53 Spatial-Temporal Event Detection Method with Multivariate Water Quality Data
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    Chapter 54 Context-Aware Technology of Disabled Health Service for Intelligent Community
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    Chapter 55 DFDVis: A Visual Analytics System for Understanding the Semantics of Data Flow Diagram
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    Chapter 56 Design and Implementation of Medical Data Management System
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    Chapter 57 Recognition of Natural Road Sign Based on the Improved Curvature Feature
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    Chapter 58 Evaluating Cities’ Independent Innovation Capabilities Based on Patent Using Data Analysis Methods
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    Chapter 59 Research on Target Extraction Technology of Fruit and Vegetable Images in the Complex Environment
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    Chapter 60 Route Guidance for Visually Impaired Based on Haptic Technology and Their Spatial Cognition
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    Chapter 61 Prediction of Passenger Flow at Sanya Airport Based on Combined Methods
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    Chapter 62 Research on the Copyright Protection Technology of Digital Clothing Effect Diagram
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    Chapter 63 Visualization Analysis Framework for Large-Scale Software Based on Software Network
Attention for Chapter 8: Partial Least Squares (PLS) Methods for Abnormal Detection of Breast Cells
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Chapter title
Partial Least Squares (PLS) Methods for Abnormal Detection of Breast Cells
Chapter number 8
Book title
Data Science
Published by
Springer, Singapore, September 2017
DOI 10.1007/978-981-10-6385-5_8
Book ISBNs
978-9-81-106384-8, 978-9-81-106385-5
Authors

Yuchen Zhu, Shanxiong Chen, Chunrong Chen, Lin Chen

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 1 Mendeley reader of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

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

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