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2nd ICBDR 2018: Weihai, China
- Proceedings of the 2nd International Conference on Big Data Research, ICBDR 2018, Weihai, China, October 27-29, 2018. ACM 2018, ISBN 978-1-4503-6476-8
Data Mining and Data Analysis
- Haoyang Li, Dongliang Xu, Jingchang Pan:
Mining and Analysis of User Relationship Based on Microblog Data. 1-5 - Jiahao Li, Jingchang Pan, Minglei Wu:
Analysis and research of document mining based on Chinese sentence structure database. 6-10 - Ying Kong, Jingchang Pan, Minglei Wu:
Data Mining and Analysis of the Propagation Law of Hot Topics in Micro-blog. 11-15 - Nai-Nan Zhang, Shao-Zhen Ye, Ting-Ying Chien:
Imbalanced Data Classification Based on Hybrid Methods. 16-20 - Donglei Sun, Jun Zeng, Yi Zhu, Xiangyang Cao, Yiqun Wang, Bo Yang, Bin Yang, Nan Wang, Qibin Bo, Yimu Fu, Jia Wei, Dong Liu:
Mechanism Design for Unified Management of Power Grid Planning Data. 21-26 - Yao Zhang, Gening Zhang:
Data Analysis of Railway Industry Patents. 27-32 - Qinglei Zhang, Qinran Zhang, Shuzhang Li, Jiazhen Ye, Wenhao Tang, Meng Yin, Keyi Wang, Kai Wang, Chuanhong Shi, Chong Wang, Hao Fan, Xiaoyong Sun, Gaurav Sablok
, Bingbing Wang, Wuli Song, Gengxin Zhang:
AtNAGNAG: a comprehensive database for NAGNAG alternative splicing in Arabidopsis thaliana. 33-37
Big Data Processing and Key Technologies
- Juan He, Lin Qiao:
Intellectual Property Risks and Protection Mechanisms of Big Data. 38-42 - Abdoulaye Sidibé, Shu Gao, Yunzhao Ma, Wanqi Wei:
Big Data Framework for Abnormal Vessel Trajectories Detection using Adaptive Kernel Density Estimation. 43-46 - Dezhi Li, Xiaohui Wang, Wei Cai, Linsen Zhu, Chunsheng Guo:
Application of big data collection based on self-powered technology in intelligent transportation system. 47-51 - Maohong Zhang, Aihua Yang, Hui Liu:
Research on Security and Privacy of Big Data under Cloud Computing Environment. 52-55 - Zhaohao Sun
Big Data with Ten Big Characteristics. 56-61 - Iwao Fujino, Christophe Claramunt, Abdel-Ouahab Boudraa
Extracting Courses of Vessels from AIS Data and Real-Time Warning Against Off-Course. 62-69 - Xinwu Hu, Pengcheng Luo, Xiaonan Zhang, Jun Wang, Tianren Zhou:
Research on the effectiveness evaluation of big data in combat simulation. 70-75 - Xianbin Hong
Lifelong Machine Learning: Outlook and Direction. 76-79 - Shaorong He, Zhifeng Xie, Jianbo Huang:
Visual Analysis of Big Data Based on Movies Released in China. 80-85 - Deze Wang:
Application of large data mining technology in Colleges and Universities. 86-89 - Zhengzheng Cui, Danbei Wang, Sisi Chen, Huiming Ding, Zhifeng Xie:
The Visualized Analysis System for Big Data of Movies' Box Office in China. 90-94 - Ziliang Zhao, Jong-Won Kim, Liang Zhang
Parking Data Collection, Storage and Mining in Smart City. 95-99
Algorithm Design and Intelligent Computing
- Tengteng Liu, Shouning Qu, Kun Zhang:
A Clustering Algorithm for Automatically Determining the Number of Clusters Based on Coefficient of Variation. 100-106 - Yixin Wang, Wanyue Xu, Qinma Kang:
AFSMA: An Enhanced Artificial Fish Swarm Algorithm Based on Mutuality for Community Detection. 107-113 - Qinma Kang, Yunfan Kang, Hanzhang Kong:
Edge-Attributed Community Search for Large Graphs. 114-118 - Bin Ge, Chunhui He
Classification Algorithmof Chinese SentimentOrientation Based on Dictionary and LSTM. 119-126 - Yiqi Gui, Xingchen Tian:
A Personalized Recommendation Algorithm Considering Recent Changes in Users' Interests. 127-132 - Mushtaq Hussain, Sadiq Hussain
Mining Moodle Data to Detect the Inactive and Low-performance Students during the Moodle Course. 133-140 - Qinma Kang, Huizhuo Zhou, Yunfan Kang:
An Asynchronous Advantage Actor-Critic Reinforcement Learning Method for Stock Selection and Portfolio Management. 141-145
Modern Information Technology and Application
- Fei Yang, Xudong Han, Jiying Lang, Weigang Lu, Lei Liu, Lei Zhang, Jingchang Pan:
Commodity Recommendation for Users Based on E-commerce Data. 146-149 - Zheyun Qin, Zhenping Yi, Yuxiang Lu, Jingchang Pan, Yude Bu:
Spectral Recognition of M Giant Based on Deep Convolutional Neural Network. 150-153 - Xicheng Qian, Jingchang Pan, Ganyu Jiang:
Design and Implementation of Network Visualization for Modern Chinese Words. 154-157 - Bo Zhang, Jingchang Pan, Gaoyu Jiang:
Timeline Design of Event Evolution in Time-Space Frame of Information Reconstruction. 158-162 - Guiyuan Wang, Hongyun Ning:
A New HDFS Key Management Mechanism Based on Multi-level Hash Keychain. 163-169 - Ying Liang, Qingyang Xiu, Yunfeng Bi:
Geomagnetic Anomaly Mapping by Multi-fractal Measure Kriging Interpolation Method. 170-173 - Xiaoshuang Zeng, Jun-Gang Yang, Xinpu Deng:
Cloud Segmentation of Remote Sensing Images on Landsat-8 by Deep Learning. 174-177 - Xiaochen Lu, Huaqiao Xing, Mingyang Yu, Yue Xu:
Study on Spatial Distribution of Commercial Network in Jinan Based on POI Information: Taking Food and Shopping Network for Example. 178-181
Electronic Information and Power Engineering
- Wanchen Yue, Xutong Liu, Hui Song:
Analysis for Smart Urban Management Event Based on SARIMA and Spatiotemporal Clustering. 182-186 - Yuyang Hu, Jingchang Pan, Xicheng Qian:
Design and Implementation of Astronomical Virtual Telescope Mechanism. 187-191 - Lili Yue, Guangpei Wang, Jingchang Pan:
Design and Implementation of Random Sampling System of Astronomical Spectrum. 192-195 - Juanjuan Ren
Searching for Peculiar Cataclysmic Variables with evolved donors from SDSS and LAMOST. 196-200 - Chunxiu Liu, Ningning Li, Longtan Li, Yangshao Liu, Yan Zhao, Pei Zhang, Likai Liang:
Design and Implementation of Power Dispatching Management System Based on Cloud Platform. 201-205 - Zheng Xu, Ti Guan, Huicong Li, Qiang Ma, Yujie Geng, Pei Zhang, Yanling Wang:
Decoupling Design Based on Power Dispatching Management Cloud Computing Platform. 206-211
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