Instant download Data Science th International Conference pdf, docx, kindle format all chapters after payment. 9811528101, 9789811528101
Product details:
ISBN 10: 9811528101
ISBN 13: 9789811528101
Author: Jing He; Philip S. Yu; Yong Shi
This book constitutes the refereed proceedings of the 6th International Conference on Data Science, ICDS 2019, held in Ningbo, China, during May 2019. The 64 revised full papers presented were carefully reviewed and selected from 210 submissions. The research papers cover the areas of Advancement of Data Science and Smart City Applications, Theory of Data Science, Data Science of People and Health, Web of Data, Data Science of Trust and Internet of Things.
Table of contents:
Front Matter
Advancement of Data Science and Smart City Applications
Application of Bayesian Belief Networks for Smart City Fire Risk Assessment Using History Statistics and Sensor Data
Scheduling Multi-objective IT Projects and Human Resource Allocation by NSVEPSO
Dockless Bicycle Sharing Simulation Based on Arena
Simplification of 3D City Models Based on K-Means Clustering
Comprehensive Evaluation Model on New Product Introduction of Convenience Stores Based on Multidimensional Data
Lane Marking Detection Algorithm Based on High-Precision Map
Measurement Methodology for Empirical Study on Pedestrian Flow
Discovering Traffic Anomaly Propagation in Urban Space Using Traffic Change Peaks
Forecasting on Electricity Consumption of Tourism Industry in Changli County
Application of Power Big Data in Targeted Poverty Alleviation—Taking Poverty Counties in Jiangxi Province as an Example
Algorithms Research of the Illegal Gas Station Discovery Based on Vehicle Trajectory Data
Improving Investment Return Through Analyzing and Mining Sales Data
Theory of Data Science
Study on Production Possibility Frontier Under Different Production Function Assumptions
The List 2-Distance Coloring of Sparse Graphs
Multilingual Knowledge Graph Embeddings with Neural Networks
Sparse Optimization Based on Non-convex Regularization for Deep Neural Networks
LSR-Forest: An LSH-Based Approximate k-Nearest Neighbor Query Algorithm on High-Dimensional Uncertain Data
Fuzzy Association Rule Mining Algorithm Based on Load Classifier
An Extension Preprocessing Model for Multi-Criteria Decision Making Based on Basic-Elements Theory
A New Model for Predicting Node Type Based on Deep Learning
Flexible Shapelets Discovery for Time Series Classification
Short Text Similarity Measurement Using Context from Bag of Word Pairs and Word Co-occurrence
Image Enhancement Method in Decompression Based on F-shift Transformation
Data Science of People and Health
Playback Speech Detection Application Based on Cepstrum Feature
Study on Indoor Human Behavior Detection Based on WISP
A Novel Heat-Proof Clothing Design Algorithm Based on Heat Conduction Theory
A Novel Video Emotion Recognition System in the Wild Using a Random Forest Classifier
Research on Personalized Learning Path Discovery Based on Differential Evolution Algorithm and Knowledge Graph
Fall Detection Method Based on Wirelessly-Powered Sensing Platform
Service Evaluation of Elderly Care Station and Expectations with Big Data
EEG Pattern Recognition Based on Self-adjusting Dynamic Time Dependency Method
Web of Data
Optimal Rating Prediction in Recommender Systems
A Performance Comparison of Clustering Algorithms for Big Data on DataMPI
A Novel Way to Build Stock Market Sentiment Lexicon
Decision Tree and Knowledge Graph Based on Grain Loss Prediction
Research on Assessment and Comparison of the Forestry Open Government Data Quality Between China and the United States
A Review on Technology, Management and Application of Data Fusion in the Background of Big Data
GAN-Based Deep Matrix Factorization for Recommendation Systems
The Feature of the B&R Exchange Rate: Comparison with Main Currency Based on EMD Algorithm and Grey Relational Degrees
Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network
Data Exchange Engine for Parallel Computing and Its Application to 3D Chromosome Modelling
Image Quick Search Based on F-shift Transformation
Data Science of Trust
Functional Dependency Discovery on Distributed Database: Sampling Verification Framework
Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data
Pairs Trading Based on Risk Hedging: An Empirical Study of the Gold Spot and Futures Trading in China
A Rectified Linear Unit Model for Diagnosing VCSEL’s Power Output
Blockchain Based High Performance User Authentication in Electric Information Management System
A Blockchain Based Secure Data Transmission Mechanism for Electric Company
Design and Implementation of a Blockchain Based Authentication Framework: A Case Study in the State Grid of China
Evolutionary Mechanism of Risk Factor Disclosure in American Financial Corporation Annual Report
Impact of Dimension and Sample Size on the Performance of Imputation Methods
Diagnosing and Classifying the Fault of Transformer with Deep Belief Network
Internet of Things
Extraction Method of Traceability Target Track in Grain Depot Based on Target Detection and Recognition
CRAC: An Automatic Assistant Compiler of Checkpoint/Restart for OpenCL Program
Design of Wireless Data Center Network Structure Based on ExCCC-DCN
A New Type Wireless Data Center of Comb Topology
Toward PTNET Network Topology Analysis and Routing Algorithm Design
AODV Protocol Improvement Based on Path Load and Stability
Complex Real-Time Network Topology Generation Optimization Based on Message Flow Control
Multi-core Processor Performance Evaluation Model Based on DPDK Affinity Setting
Parallel Absorbing Diagonal Algorithm: A Scalable Iterative Parallel Fast Eigen-Solver for Symmetric Matrices
Model Fusion Based Oilfield Production Prediction
Coverage Path Planning of Penaeus vannamei Feeding Based on Global and Multiple Local Areas
A Novel Throughput Based Temporal Violation Handling Strategy for Instance-Intensive Cloud Business Workflows
Correction to: Data Science
Back Matter
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