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Data Science

Overview of attention for book
Cover of 'Data Science'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Application of Bayesian Belief Networks for Smart City Fire Risk Assessment Using History Statistics and Sensor Data
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    Chapter 2 Scheduling Multi-objective IT Projects and Human Resource Allocation by NSVEPSO
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    Chapter 3 Dockless Bicycle Sharing Simulation Based on Arena
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    Chapter 4 Simplification of 3D City Models Based on K-Means Clustering
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    Chapter 5 Comprehensive Evaluation Model on New Product Introduction of Convenience Stores Based on Multidimensional Data
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    Chapter 6 Lane Marking Detection Algorithm Based on High-Precision Map
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    Chapter 7 Measurement Methodology for Empirical Study on Pedestrian Flow
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    Chapter 8 Discovering Traffic Anomaly Propagation in Urban Space Using Traffic Change Peaks
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    Chapter 9 Forecasting on Electricity Consumption of Tourism Industry in Changli County
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    Chapter 10 Application of Power Big Data in Targeted Poverty Alleviation—Taking Poverty Counties in Jiangxi Province as an Example
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    Chapter 11 Algorithms Research of the Illegal Gas Station Discovery Based on Vehicle Trajectory Data
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    Chapter 12 Improving Investment Return Through Analyzing and Mining Sales Data
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    Chapter 13 Study on Production Possibility Frontier Under Different Production Function Assumptions
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    Chapter 14 The List 2-Distance Coloring of Sparse Graphs
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    Chapter 15 Multilingual Knowledge Graph Embeddings with Neural Networks
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    Chapter 16 Sparse Optimization Based on Non-convex $$\ell _{1/2}$$ Regularization for Deep Neural Networks
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    Chapter 17 LSR-Forest: An LSH-Based Approximate k-Nearest Neighbor Query Algorithm on High-Dimensional Uncertain Data
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    Chapter 18 Fuzzy Association Rule Mining Algorithm Based on Load Classifier
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    Chapter 19 An Extension Preprocessing Model for Multi-Criteria Decision Making Based on Basic-Elements Theory
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    Chapter 20 A New Model for Predicting Node Type Based on Deep Learning
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    Chapter 21 Flexible Shapelets Discovery for Time Series Classification
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    Chapter 22 Short Text Similarity Measurement Using Context from Bag of Word Pairs and Word Co-occurrence
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    Chapter 23 Image Enhancement Method in Decompression Based on F-shift Transformation
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    Chapter 24 Playback Speech Detection Application Based on Cepstrum Feature
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    Chapter 25 Study on Indoor Human Behavior Detection Based on WISP
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    Chapter 26 A Novel Heat-Proof Clothing Design Algorithm Based on Heat Conduction Theory
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    Chapter 27 A Novel Video Emotion Recognition System in the Wild Using a Random Forest Classifier
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    Chapter 28 Research on Personalized Learning Path Discovery Based on Differential Evolution Algorithm and Knowledge Graph
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    Chapter 29 Fall Detection Method Based on Wirelessly-Powered Sensing Platform
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    Chapter 30 Service Evaluation of Elderly Care Station and Expectations with Big Data
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    Chapter 31 EEG Pattern Recognition Based on Self-adjusting Dynamic Time Dependency Method
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    Chapter 32 Optimal Rating Prediction in Recommender Systems
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    Chapter 33 A Performance Comparison of Clustering Algorithms for Big Data on DataMPI
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    Chapter 34 A Novel Way to Build Stock Market Sentiment Lexicon
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    Chapter 35 Decision Tree and Knowledge Graph Based on Grain Loss Prediction
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    Chapter 36 Research on Assessment and Comparison of the Forestry Open Government Data Quality Between China and the United States
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    Chapter 37 A Review on Technology, Management and Application of Data Fusion in the Background of Big Data
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    Chapter 38 GAN-Based Deep Matrix Factorization for Recommendation Systems
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    Chapter 39 The Feature of the B&R Exchange Rate: Comparison with Main Currency Based on EMD Algorithm and Grey Relational Degrees
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    Chapter 40 Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network
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    Chapter 41 Data Exchange Engine for Parallel Computing and Its Application to 3D Chromosome Modelling
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    Chapter 42 Image Quick Search Based on F-shift Transformation
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    Chapter 43 Functional Dependency Discovery on Distributed Database: Sampling Verification Framework
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    Chapter 44 Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data
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    Chapter 45 Pairs Trading Based on Risk Hedging: An Empirical Study of the Gold Spot and Futures Trading in China
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    Chapter 46 A Rectified Linear Unit Model for Diagnosing VCSEL’s Power Output
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    Chapter 47 Blockchain Based High Performance User Authentication in Electric Information Management System
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    Chapter 48 A Blockchain Based Secure Data Transmission Mechanism for Electric Company
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    Chapter 49 Design and Implementation of a Blockchain Based Authentication Framework: A Case Study in the State Grid of China
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    Chapter 50 Evolutionary Mechanism of Risk Factor Disclosure in American Financial Corporation Annual Report
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    Chapter 51 Impact of Dimension and Sample Size on the Performance of Imputation Methods
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    Chapter 52 Diagnosing and Classifying the Fault of Transformer with Deep Belief Network
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    Chapter 53 Extraction Method of Traceability Target Track in Grain Depot Based on Target Detection and Recognition
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    Chapter 54 CRAC: An Automatic Assistant Compiler of Checkpoint/Restart for OpenCL Program
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    Chapter 55 Design of Wireless Data Center Network Structure Based on ExCCC-DCN
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    Chapter 56 A New Type Wireless Data Center of Comb Topology
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    Chapter 57 Toward PTNET Network Topology Analysis and Routing Algorithm Design
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    Chapter 58 AODV Protocol Improvement Based on Path Load and Stability
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    Chapter 59 Complex Real-Time Network Topology Generation Optimization Based on Message Flow Control
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    Chapter 60 Multi-core Processor Performance Evaluation Model Based on DPDK Affinity Setting
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    Chapter 61 Parallel Absorbing Diagonal Algorithm: A Scalable Iterative Parallel Fast Eigen-Solver for Symmetric Matrices
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    Chapter 62 Model Fusion Based Oilfield Production Prediction
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    Chapter 63 Coverage Path Planning of Penaeus vannamei Feeding Based on Global and Multiple Local Areas
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    Chapter 64 A Novel Throughput Based Temporal Violation Handling Strategy for Instance-Intensive Cloud Business Workflows
Overall attention for this book and its chapters
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Mentioned by

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1 patent

Citations

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13 Dimensions

Readers on

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14 Mendeley
Summary Patents Dimensions citations
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Title
Data Science
Published by
Springer Singapore, April 2020
DOI 10.1007/978-981-15-2810-1
ISBNs
978-9-81-152809-5, 978-9-81-152810-1
Editors

He, Jing, Yu, Philip S., Shi, Yong, Li, Xingsen, Xie, Zhijun, Huang, Guangyan, Cao, Jie, Xiao, Fu

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 14 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 14 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 14%
Student > Master 2 14%
Student > Postgraduate 1 7%
Unknown 9 64%
Readers by discipline Count As %
Computer Science 4 29%
Mathematics 1 7%
Unknown 9 64%

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