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ORCIDBig Data 2018: Xi'an, China
- Zongben Xu, Xinbo Gao, Qiguang Miao, Yunquan Zhang, Jiajun Bu:
Big Data - 6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings. Communications in Computer and Information Science 945, Springer 2018, ISBN 978-981-13-2921-0
Natural Language Processing and Text Mining
- Shengxiang Gao, Haodong Zhu, Zhengtao Yu, Xiaoxu He, Yunlong Li:
A Method to Chinese-Vietnamese Bilingual Metallurgy Term Extraction Based on a Pivot Language. 3-20
Big Data Analytics and Smart Computing
- Jiahao Wang
, Liang Zhang, Peiyi Shen, Guangming Zhu, Yuhuai Zhang:
Preprocessing and Feature Extraction Methods for Microfinance Overdue Data. 23-43 - Xiaoyu Hu, Naixin Yang, Bing Li:
The Influence of Online Community Interaction on Individual User Behavior. 44-54 - Huoran Li, Xuanzhe Liu, Hong Mei, Qiaozhu Mei:
Mining Device-Specific Apps Usage Patterns from Appstore Big Data. 55-76 - Manna Su, Zhi-Jian Fang, Shao-Zhen Ye, Ying-Jie Wu, Yang-Geng Fu:
An Optimized Artificial Bee Colony Based Parameter Training Method for Belief Rule-Base. 77-93 - Linlin Ding, Yu Xie, Xiaohuan Shan, Baoyan Song:
Search of Center-Core Community in Large Graphs. 94-107 - Zhunchen Luo, Jun Chen, Xiao Liu:
Real-Time Scientific Impact Prediction in Twitter. 108-123 - Lei Wang, Quan Wang, Di Wang, Bo Wan, Bin Shang:
Online Matrix Factorization Hashing for Large-Scale Image Retrieval. 124-134 - Fangjun Luan, Qi Li, Keyan Cao, Liwei Wang:
Multi-constrained Dominate Route Queries in Time-Dependent Road Networks. 135-148 - Shan Wang, Yidong Li, Wenhua Liu:
Multi-class Weather Classification Fusing Weather Dataset and Image Features. 149-159 - Tong Wu, Chaofeng Sha, Xiaoling Wang:
Multiple Meta Paths Combined for Vertex Embedding in Heterogeneous Networks. 160-177 - Jianan Tang, Pengfei Xu, Weike Nie, Yi Zhang, Ruyi Liu:
A Review of Recent Advances in Identity Identification Technology Based on Biological Features. 178-195 - Liugen Hong, Wenzhong Wang, Yanhui Pang, Huai Hu, Jin Tang:
Interpretable Verification of Visually Similar Vehicle Images Using Convolutional Networks. 196-209 - Xinyan Liang, Xiao Wang, Jin Tang, Chenglong Li:
Learning Noise-Aware Correlation Filter for Visual Tracking. 210-226 - Guanlin Chen, Peipei Tang, Canghong Jin, Zhuoyue Zhu:
Research on Urban Street Order Based on Data Mining Technology. 227-237 - Jingdong Li, Jin Li, Xiaoling Wang:
A Vertex-Centric Graph Simulation Algorithm for Large Graphs. 238-254
Big Data Applications
- Jingjing Yao, Xinzhe Han, Gang Long, Wen Lu:
A Multi-scale Dehazing Network with Transmission Range Stretching. 257-267 - Ruyi Liu, Yi Zhang, Damon M. Chandler, Qiguang Miao, Tiange Liu:
LaG-DESIQUE: A Local-and-Global Blind Image Quality Evaluator Without Training on Human Opinion Scores. 268-277 - Ranran Shen, Wenzhong Wang, Shaojie Zhang, Jin Tang:
Missing Recover with Recurrent Neural Networks for Video Object Detection. 278-288 - Furui Bai, Rui Wang, Xiaopeng Sun, Huxing Sun, Wen Lu:
Deep Convolutional Neural Network with Feature Fusion for Image Super-Resolution. 289-298
The Application of Big Data in Machine Learning
- Zhonglin Ye, Haixing Zhao, Ke Zhang, Yu Zhu, Yuzhi Xiao:
Text-Associated Max-Margin DeepWalk. 301-321 - Shuzhen Wang, Yang Guo, Hong Liu, Yang Fang:
A Deconvolution Methods Based on Retinex Prior. 322-335 - Guofeng Gao, Hui Li, Rong Chen, Xin Ge, Shikai Guo:
Identification of High Priority Bug Reports via Integration Method. 336-349 - Shuanzhu Sun, Zhong Han, Xiaolong Qi, Chunlei Zhou, Tiancheng Zhang, Bei Song, Yang Gao:
An Incremental Approach for Sparse Bayesian Network Structure Learning. 350-365 - Jianbiao He, Baojiang Zhang, Ruina Chen, Changtai Li:
Cloud Goods Recognition System Based on PCA and SVM. 366-377 - Lan Wu, Xiaolei Han, Chenglin Wen:
A Method for Water Pollution Source Localization with Sensor Monitoring Networks. 378-391 - Guanlin Chen, Yukun Shi, Huang Xu, Bin Zhang:
A Method for Locating Parking Points of Shared Bicycles Based on Clustering Analysis. 392-407
Social Networks and Recommendation Systems
- Yankun Jia, Yidong Li, Jun Wu:
Asynchronous Bi-clustering for Image Recommendation. 411-426 - Jibing Gong, Shuai Chen, Xiaoxia Gao, Yanqing Song, Shuli Wang:
Integrating LDA into the Weighted Average Method for Semantic Friend Recommendation. 427-441 - Lili Zhou, Bin Wu, Jinna Lv:
SRE-Net Model for Automatic Social Relation Extraction from Video. 442-460 - Wei Liu, Xinying Han, Xiaoju Dong, Zhiwen Qiang, Xuwei Chen:
Visual Analysis of Scientific Life of Scholars Based on Digital Humanities. 461-473
Parallel Computing and Storage of Big Data
- Shangming Ning, Fei Teng, Yunshu Li, Zhe Cui, Lei Yu, Shengdong Du:
RUPredHadoop: Resources Utilization Predictor for Hadoop with Large-Scale Clusters. 477-493 - Jian Guan, Jingbin Wang, Long Yu:
Multi-keyword Parallel Search Algorithm for Streaming RDF Data. 494-511 - Jiajie Shen, Yi Li, Guowei Sheng, Yangfan Zhou, Xin Wang:
Efficient Memory Caching for Erasure Coding Based Key-Value Storage Systems. 512-539
Data Quality Control and Data Governance
- Pengfei Yang, Quan Wang, Peiheng Zhang, Zhike Wang, Lu Fan, Caihong Huang:
A Task-Driven Reconfigurable Heterogeneous Computing Platform for Big Data Computing. 543-557 - Jingyi Li, Jigang Wu, Long Chen, Jiaxing Li:
Deduplication with Blockchain for Secure Cloud Storage. 558-570
Big Data System and Management
- Juan Fang, Lifu Zhou, Mengxuan Wang:
Virtual Machine Live Migration Strategy in Big Data Information System. 573-588
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