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BigCom 2016: Shenyang, China
- Yu Wang, Ge Yu, Yanyong Zhang, Zhu Han, Guoren Wang:
Big Data Computing and Communications - Second International Conference, BigCom 2016, Shenyang, China, July 29-31, 2016. Proceedings. Lecture Notes in Computer Science 9784, Springer 2016, ISBN 978-3-319-42552-8
Best Paper Candidate
- Peng Li, Hong Luo, Yan Sun, Xinming Li:
Similarity Search Algorithm over Data Supply Chain Based on Key Points. 3-12 - Yu-e Sun, He Huang, Xiang-Yang Li, Yang Du, Miaomiao Tian, Hongli Xu, Mingjun Xiao:
Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation in Wireless Communications. 13-26 - Yihong Gao, Huadong Ma, Wu Liu, Shui Yu
:
Cost Optimal Resource Provisioning for Live Video Forwarding Across Video Data Centers. 27-38 - Zhongwei Sun, Zhongwen Guo, Mingxing Jiang, Xi Wang, Chao Liu:
Research and Application of Fast Multi-label SVM Classification Algorithm Using Approximate Extreme Points. 39-52
Database and Big Data
- Zhibin Zhao, Jiahong Sun, Zhenyu Mao, Shi Feng, Yubin Bao:
Determining the Topic Hashtags for Chinese Microblogs Based on 5W Model. 55-67 - Shan Huang, Botao Wang, Shizhuo Deng, Kaili Zhao, Guoren Wang, Ge Yu:
HMVR-tree: A Multi-version R-tree Based on HBase for Concurrent Access. 68-77 - Weigang Hou, Xu Zhang
Short- and Long-Distance Big Data Transmission: Tendency, Challenge Issues and Enabling Technologies. 78-87 - Yong Wang, Xiao-chun Yun, Shupeng Wang, Xi Wang:
A Compact In-memory Index for Managing Set Membership Queries on Streaming Data. 88-98
Smart Phone and Sensing Application
- Chaocan Xiang, Panlong Yang, Wanru Xu, Zhen-Dong Yang, Xin Shen:
Accurate Identification of Low-Level Radiation Sources with Crowd-Sensing Networks. 101-110 - Xiaopu Wang, Yan Xiong, Wenchao Huang:
Rotate and Guide: Accurate and Lightweight Indoor Direction Finding Using Smartphones. 111-122 - Xi Wang
LaP: Landmark-Aided PDR on Smartphones for Indoor Mobile Positioning. 123-134 - Meng He, Bin Guo
WhozDriving: Abnormal Driving Trajectory Detection by Studying Multi-faceted Driving Behavior Features. 135-144 - Bonan Wang, Yihong Hu, Guochu Shou, Zhigang Guo:
Trajectory Prediction in Campus Based on Markov Chains. 145-154
Sensor Networks and RFID
- Zhan Huan, Li Chen, Liantao Wang, CaiYan Wan:
Soil Moisture Content Detection Based on Sensor Networks. 157-171 - Guodong Sun, Jia Shao, Hui Han, Xingjian Ding:
Missing Value Imputation for Wireless Sensory Soil Data: A Comparative Study. 172-184 - Sai Xie, Zhe Chen, Chong Fu, Fangfang Li:
Redundancy Elimination of Big Sensor Data Using Bayesian Networks. 185-197 - Zhijin Qiu
IoT Sensing Parameters Adaptive Matching Algorithm. 198-211 - Yingjian Liu, Meng Qiu, Chao Liu, Zhongwen Guo:
Big Data in Ocean Observation: Opportunities and Challenges. 212-222
Machine Learning and Algorithm
- Chao Liu, Yingjian Liu, Zhongwen Guo, Xi Wang, Shuai Guo:
MR-Similarity: Parallel Algorithm of Vessel Mobility Pattern Detection. 225-235 - Miao Zhou, Chunhong Zhang, Xiao Han, Yang Ji, Zheng Hu, Xiaofeng Qiu:
Knowledge Graph Completion for Hyper-relational Data. 236-246 - Yu Zhao, Chunhong Zhang, Tingting Sun, Yang Ji, Zheng Hu, Xiaofeng Qiu:
Approximate Subgraph Matching Query over Large Graph. 247-256 - Yu Zhang, Jiayu Li, Ye Yuan:
A Novel High-Dimensional Index Method Based on the Mathematical Features. 257-271
Architecture and Applications
- Aiyun Yan, Jingjiao Li, Zhenni Li, Lan Yao:
Target Detection and Tracking in Big Surveillance Video Data. 275-284 - Cheng Chen, Hejun Wu, Dyce Jing Zhao, Da Yan, James Cheng:
SGraph: A Distributed Streaming System for Processing Big Graphs. 285-294 - Zhenyu Wu, Yuan Xu, Chunhong Zhang, Yunong Yang, Yang Ji:
Towards Semantic Web of Things: From Manual to Semi-automatic Semantic Annotation on Web of Things. 295-308 - Haitao Zhang, Jin Yan, Yue Kou:
Efficient Online Surveillance Video Processing Based on Spark Framework. 309-318
Routing and Resource Management
- Baiyou Qiao, Muchuan Shen, Junhai Zhu, Yujie Zheng, Xiaolong Li, Bin Tong, Donghai Chen, Guoren Wang:
Improved PC Based Resource Scheduling Algorithm for Virtual Machines in Cloud Computing. 321-331 - Dan Tao, Bingxu Wang, Zhaowen Lin, Tin-Yu Wu:
Resource Scheduling and Data Locality for Virtualized Hadoop on IaaS Cloud Platform. 332-341 - Zhenni Li, Jingjiao Li, Aiyun Yan, Lan Yao:
An Asynchronous 2D-Torus Network-on-Chip Using Adaptive Routing Algorithm. 342-351
Security and Privacy
- Yue Wang, Jia Wen, Xintao Wu
Infringement of Individual Privacy via Mining Differentially Private GWAS Statistics. 355-366 - Fengyun Li, Fuxiang Gao, Lan Yao, Yu Pan:
Privacy Preserving in the Publication of Large-Scale Trajectory Databases. 367-376 - Suwan Wang, Yuan He:
A Trust System for Detecting Selective Forwarding Attacks in VANETs. 377-386 - Libo He, Chen Yuan, Hu Xiong, Zhiguang Qin:
Certificateless Key-Insulated Encryption: Cryptographic Primitive for Achieving Key-Escrow Free and Key-Exposure Resilience. 387-395
Signal Processing and Pattern Recognition
- Dengao Li, Wei Ma, Jumin Zhao:
A Novel J wave Detection Method Based on Massive ECG Data and MapReduce. 399-408 - Jinshun Yang, Xu Zhang, Dongbin Wang:
A Decision Level Fusion Algorithm for Time Series in Cyber Physical System. 409-420 - Jingyi Qu:
An Improved Image Classification Method Considering Rotation Based on Convolutional Neural Network. 421-429
Social Networks and Recommendation
- Fengzi Wang, Xinning Zhu, Jiansong Miao:
Semantic Trajectories Based Social Relationships Discovery Using WiFi Monitors. 433-442 - Ping Li, Xinning Zhu, Jiansong Miao:
Improving Location Prediction Based on the Spatial-Temporal Trajectory. 443-452 - Qiang Gu, Chunhong Zhang, Tingting Sun, Yang Ji, Zheng Hu, Xiaofeng Qiu:
Path Sampling Based Relevance Search in Heterogeneous Networks. 453-463
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