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ICDS 2019: Ningbo, China
- Jing He, Philip S. Yu, Yong Shi, Xingsen Li, Zhijun Xie, Guangyan Huang, Jie Cao, Fu Xiao:
Data Science - 6th International Conference, ICDS 2019, Ningbo, China, May 15-20, 2019, Revised Selected Papers. Communications in Computer and Information Science 1179, Springer 2020, ISBN 978-981-15-2809-5
Advancement of Data Science and Smart City Applications
- Jinlu Sun, Hongqiang Fang
, Jiansheng Wu, Ting Sun, Xingchuan Liu:
Application of Bayesian Belief Networks for Smart City Fire Risk Assessment Using History Statistics and Sensor Data. 3-11 - Yan Guo, Haolan Zhang
Scheduling Multi-objective IT Projects and Human Resource Allocation by NSVEPSO. 12-24 - Chunmei Wang:
Dockless Bicycle Sharing Simulation Based on Arena. 25-31 - Hui Cheng, Bingchan Li, Bo Mao:
Simplification of 3D City Models Based on K-Means Clustering. 32-39 - Hongjuan Li, Ding Ding, Jingbo Zhang:
Comprehensive Evaluation Model on New Product Introduction of Convenience Stores Based on Multidimensional Data. 40-50 - Haichang Yao
Lane Marking Detection Algorithm Based on High-Precision Map. 51-57 - Liping Lian, Jiansheng Wu, Tinghui Qin, Jinhui Hu, Chenyang Yan:
Measurement Methodology for Empirical Study on Pedestrian Flow. 58-66 - Guang-Li Huang, Yimu Ji, Shangdong Liu, Roozbeh Zarei:
Discovering Traffic Anomaly Propagation in Urban Space Using Traffic Change Peaks. 67-76 - Zili Huang
Forecasting on Electricity Consumption of Tourism Industry in Changli County. 77-87 - Mengtong Jing, Kefan Liu, Zili Huang
Application of Power Big Data in Targeted Poverty Alleviation - Taking Poverty Counties in Jiangxi Province as an Example. 88-98 - Shaobin Lu, Guilin Li:
Algorithms Research of the Illegal Gas Station Discovery Based on Vehicle Trajectory Data. 99-111 - Xinzhe Lu, Haolan Zhang
Improving Investment Return Through Analyzing and Mining Sales Data. 112-118
Theory of Data Science
- Weimin Jiang, Jin Fan:
Study on Production Possibility Frontier Under Different Production Function Assumptions. 121-131 - Yue Wang, Tao Pan, Lei Sun:
The List 2-Distance Coloring of Sparse Graphs. 132-146 - Qiannan Zhu, Xiaofei Zhou, Yuwen Wu, Ping Liu, Li Guo:
Multilingual Knowledge Graph Embeddings with Neural Networks. 147-157 - Anda Tang, Rongrong Ma, Jianyu Miao, Lingfeng Niu:
Sparse Optimization Based on Non-convex ℓ 1/2 Regularization for Deep Neural Networks. 158-166 - Jiagang Wang, Tu Qian, Anbang Yang, Hui Wang, Jiangbo Qian:
LSR-Forest: An LSH-Based Approximate k-Nearest Neighbor Query Algorithm on High-Dimensional Uncertain Data. 167-177 - Jing Chen, Hui Zheng, Peng Li, Zhenjiang Zhang, Huawei Li, Wei Liu:
Fuzzy Association Rule Mining Algorithm Based on Load Classifier. 178-191 - Xingsen Li, Siyuan Chen, Renhu Liu, Haolan Zhang
An Extension Preprocessing Model for Multi-Criteria Decision Making Based on Basic-Elements Theory. 192-200 - Bo Gong
A New Model for Predicting Node Type Based on Deep Learning. 201-210 - Borui Cai, Guangyan Huang, Maia Angelova Turkedjieva
Flexible Shapelets Discovery for Time Series Classification. 211-220 - Shuiqiao Yang, Guangyan Huang, Bahadorreza Ofoghi:
Short Text Similarity Measurement Using Context from Bag of Word Pairs and Word Co-occurrence. 221-231 - Ruiqin Fan, Xiaoyun Li, Huanyu Zhao, Haolan Zhang
Image Enhancement Method in Decompression Based on F-shift Transformation. 232-241
Data Science of People and Health
- Jing Zhou, Ye Jiang:
Playback Speech Detection Application Based on Cepstrum Feature. 245-254 - Baocheng Wang, Zhijun Xie:
Study on Indoor Human Behavior Detection Based on WISP. 255-265 - Yuan Shen, Yunxiao Wang, Fangxin Wang, He Xu, Peng Li:
A Novel Heat-Proof Clothing Design Algorithm Based on Heat Conduction Theory. 266-274 - Najmeh Samadiani, Guangyan Huang, Wei Luo
A Novel Video Emotion Recognition System in the Wild Using a Random Forest Classifier. 275-284 - Feng Wang, Lingling Zhang, Xingchen Chen, Ziming Wang, Xin Xu
Research on Personalized Learning Path Discovery Based on Differential Evolution Algorithm and Knowledge Graph. 285-295 - Tao Zhang, Zhijun Xie:
Fall Detection Method Based on Wirelessly-Powered Sensing Platform. 296-308 - Aihua Li
Service Evaluation of Elderly Care Station and Expectations with Big Data. 309-319 - Hao Lan Zhang
EEG Pattern Recognition Based on Self-adjusting Dynamic Time Dependency Method. 320-328
Web of Data
- Bilal Ahmed
Optimal Rating Prediction in Recommender Systems. 331-339 - Mo Hai:
A Performance Comparison of Clustering Algorithms for Big Data on DataMPI. 340-349 - Yangcheng Liu
A Novel Way to Build Stock Market Sentiment Lexicon. 350-361 - Lishan Zhao, Bingchan Li, Bo Mao:
Decision Tree and Knowledge Graph Based on Grain Loss Prediction. 362-369 - Bo Wang
Research on Assessment and Comparison of the Forestry Open Government Data Quality Between China and the United States. 370-385 - Siguang Chen, Aihua Li
A Review on Technology, Management and Application of Data Fusion in the Background of Big Data. 386-395 - Qingqin Wang, Yun Xiong, Yangyong Zhu:
GAN-Based Deep Matrix Factorization for Recommendation Systems. 396-406 - Yixi Cui, Zixin Liu, Ziran Li, Kun Guo
The Feature of the B&R Exchange Rate: Comparison with Main Currency Based on EMD Algorithm and Grey Relational Degrees. 407-417 - Shuiqiao Yang, Guangyan Huang, Xiangmin Zhou, Yang Xiang:
Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network. 418-428 - Xiaoling Zhang
Data Exchange Engine for Parallel Computing and Its Application to 3D Chromosome Modelling. 429-449 - Tongliang Li, Ruiqin Fan, Xiaoyun Li, Huanyu Zhao, Chaoyi Pang, Junhu Wang:
Image Quick Search Based on F-shift Transformation. 450-460
Data Science of Trust
- Chenxin Gu, Jie Cao:
Functional Dependency Discovery on Distributed Database: Sampling Verification Framework. 463-476 - Yong Xu
Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data. 477-487 - Shuze Guo, Wen Long
Pairs Trading Based on Risk Hedging: An Empirical Study of the Gold Spot and Futures Trading in China. 488-497 - Li Wang, Wenhao Chen:
A Rectified Linear Unit Model for Diagnosing VCSEL's Power Output. 498-508 - Cong Hu, Ping Wang, Chang Xu:
Blockchain Based High Performance User Authentication in Electric Information Management System. 509-514 - Ping Wang, Cong Hu, Min Xu:
A Blockchain Based Secure Data Transmission Mechanism for Electric Company. 515-520 - Cong Hu, Chang Xu, Ping Wang:
Design and Implementation of a Blockchain Based Authentication Framework: A Case Study in the State Grid of China. 521-527 - Guowen Li, Jianping Li, Mingxi Liu, Xiaoqian Zhu
Evolutionary Mechanism of Risk Factor Disclosure in American Financial Corporation Annual Report. 528-537 - Yanjun Cui, Junhu Wang:
Impact of Dimension and Sample Size on the Performance of Imputation Methods. 538-549 - Li-Peng Zhu, Wei Rao, Junfeng Qiao, Sen Pan:
Diagnosing and Classifying the Fault of Transformer with Deep Belief Network. 550-560
Internet of Things
- Jian-Shu Zhang, Bingchan Li, Jiayue Sun, Bo Mao, Ali Lu:
Extraction Method of Traceability Target Track in Grain Depot Based on Target Detection and Recognition. 563-573 - Genlang Chen, Jiajian Zhang, Zufang Zhu, Chaoyan Zhu, Hai Jiang, Chaoyi Pang:
CRAC: An Automatic Assistant Compiler of Checkpoint/Restart for OpenCL Program. 574-586 - Yanhao Jing
Design of Wireless Data Center Network Structure Based on ExCCC-DCN. 587-597 - Qingfang Zhang, Zhijie Han
A New Type Wireless Data Center of Comb Topology. 598-612 - Zhijie Han
Toward PTNET Network Topology Analysis and Routing Algorithm Design. 613-627 - Yonghang Yan, Aofeng Shang, Bingheng Chen, Zhijie Han
AODV Protocol Improvement Based on Path Load and Stability. 628-638 - Feng He, Zhiyu Wang, Xiaoyan Gu:
Complex Real-Time Network Topology Generation Optimization Based on Message Flow Control. 639-651 - Canshuai Wang, Wenjun Zhu, Haocheng Zhou, Zhuang Xu, Peng Li:
Multi-core Processor Performance Evaluation Model Based on DPDK Affinity Setting. 652-662 - Junfeng Wu
Parallel Absorbing Diagonal Algorithm: A Scalable Iterative Parallel Fast Eigen-Solver for Symmetric Matrices. 663-676 - Xingjie Zeng, Weishan Zhang, Long Xu, Xinzhe Wang, Jiangru Yuan, Jiehan Zhou:
Model Fusion Based Oilfield Production Prediction. 677-686 - XueLiang Hu, Zuan Lin
Coverage Path Planning of Penaeus vannamei Feeding Based on Global and Multiple Local Areas. 687-697 - Futian Wang, Xiao Liu, Wei Zhang, Cheng Zhang:
A Novel Throughput Based Temporal Violation Handling Strategy for Instance-Intensive Cloud Business Workflows. 698-708
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