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ORCID3rd BigCom 2017: Chengdu, China
- 3rd International Conference on Big Data Computing and Communications, BIGCOM 2017, Chengdu, China, August 10-11, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-3349-6
Crowdsourcing
- Feng Tian, Lei Wang, Xinyang Liu, Shan Gao:
Patching Traceroute Using Geographic Information In Neutrality Inference Crowdsourcing. 1-9 - Pengchen Ma, Dan Tao, Tin Yu Wu:
A Pseudonym Based Anonymous Identity Authentication Mechanism for Mobile Crowd Sensing. 10-14 - Xinna Ji, Dong Zhao, Hao Yang, Liang Liu:
Exploring Diversified Incentive Strategies for Long-Term Participatory Sensing Data Collections. 15-22 - Ran Bi
, Xiaolin Fang, Guozhen Tan:
Utility-Driven Approximate Task Allocation for Crowdsourcing. 23-30 - Di Zhang, Huadong Ma, Dong Zhao:
Social-Aware Backbone-Based Multicast Routing in Mobile Opportunistic Networks. 31-38
Privacy and Security I
- Xingqiu Zhong, Fanping Zeng, Zhichao Cheng, Niannian Xie, Xiaoxia Qin, Shuli Guo:
Privilege Escalation Detecting in Android Applications. 39-44 - Chao Xie, Yan Sun, Hong Luo:
Secured Data Storage Scheme Based on Block Chain for Agricultural Products Tracking. 45-50 - Shamsher Ullah, Xiang-Yang Li, Lan Zhang:
A Review of Signcryption Schemes Based on Hyper Elliptic Curve. 51-58 - Xin Jin, Yan Xiong, Wenchao Huang, Zhaoyi Meng:
Mining Anomalous Usage of Sensitive Data through Anomaly Detection. 59-67
Text and Image Mining I
- Xun Wang, Huan Liu, Zeqing Yang, Jiahong Chu, Lan Yao, Zhibin Zhao, Bill Zuo:
Research and Implementation of a Multi-label Learning Algorithm for Chinese Text Classification. 68-76 - Shengzhe Li, Chunhong Zhang, Xuan Zhang, Hang Li, Yang Ji, Xiaofeng Qiu:
Chinese Character Embedding Based Semantic Query Algorithm for Semi-structured Corpora. 77-86 - Tong Sun, Jia Wang, Pengfei Zhang, Yu Cao, Benyuan Liu, Degang Wang:
Predicting Stock Price Returns Using Microblog Sentiment for Chinese Stock Market. 87-96 - Jun Tan, Kang Yang, Shiwei Song, Tianzhang Xing, Dingyi Fang:
Mobile-Deblur: A Clear Image Will on the Smart Device. 97-105
Security and Privacy II
- Caimei Wang, Yan Xiong, Wenchao Huang, Huihua Xia, Jianmeng Huang, Cheng Su:
A Verified Secure Protocol Model of OAuth Dynamic Client Registration. 106-110 - Hua Dai, Xiangyang Zhu, Geng Yang, Xun Yi:
A Verifiable Single Keyword Top-k Search Scheme against Insider Attacks over Cloud Data. 111-116 - Yue Li, Junqin Huang, Shengzhi Qin, Ruijin Wang:
Big Data Model of Security Sharing Based on Blockchain. 117-121 - Botao Wang, Ang Li, Shizhuo Deng, Fanshuai Meng:
SCPIR-V: An Optimized CPIR-V Algorithm for Privacy Protection Nearest Neighbor Query. 122-127 - Zhangyun Liu, Yongjian Liao, Xiaowei Yang, Yichuan He, Kun Zhao:
Identity-Based Remote Data Integrity Checking of Cloud Storage From Lattices. 128-135
Text and Image Mining II
- Weiming Zhang, Chunhong Zhang, Pei Liu, Zhiqiang Zhan, Xiaofeng Qiu:
Two-Step Joint Attention Network for Visual Question Answering. 136-143 - Haoyu Pu, Gaolei Fei, Hailin Zhao, Guangmin Hu, Chengbo Jiao, Zhoujun Xu:
Short Text Similarity Calculation Using Semantic Information. 144-150 - Dengao Li, Zhe Han, Jumin Zhao:
A Novel Level Set Method with Improved Fuzzy C-Means Based on Genetic Algorithm for Image Segmentation. 151-157 - Wenliang Shao, Chunhong Zhang, Tingting Sun, Hang Li, Yang Ji, Xiaofeng Qiu:
Hierarchical Bidirectional Long Short-Term Memory Networks for Chinese Messaging Spam Filtering. 158-164 - Konstantinos Giannakopoulos:
Informative vs. Non-informative Short Message Detection in Social Networks. 165-171
Scheduling and Optimization I
- Qiankun Dong, Chao Liu, Tao Li, Zhandong Liu:
PIM: Parallelization of Ising Model for Genomics Data. 172-177 - Wanru Xu, Panlong Yang, Xunpeng Rao, Ping Li, Tao Wu:
PoP: Propagation Optimization with Popularity, Revisiting Interested Area Coverage for Mobile Advertisement. 178-182 - Yafei Chang, Hejiao Huang, Qin Liu, Xiaohua Jia:
Scalable and Parallel Processing of Influence Maximization for Large-Scale Social Networks. 183-192 - Qihe Liu, Shijie Zhou, Xianqiong Cheng, Hongrong Cheng, Huabo Zhang:
Gas Sensor Drift Compensation by an Optimal Linear Transformation. 193-199 - Zhijin Qiu, Zhongwen Guo, Yanan Sun, Yingjian Liu, Yu Wang:
POUX: Performance Optimization Strategy for Cloud Platforms Based on User Experience. 200-207
Algorithm Design and Analysis
- Qixu Wang, Dajiang Chen, Zhe Ding, Zhen Qin, Zhiguang Qin:
MESA: An Efficient Matching Scheme in Content-Based Publish/Subscribe System with Simplified Bayesian Approach. 208-217 - Hao Luo, Zhenyu Wu, Xinning Zhu:
A Cluster-Based Hidden Markov Model for High-Level State Discovery from Time Series. 218-225 - Yang Guo, Zhenyu Wu, Yang Ji:
A Hybrid Deep Representation Learning Model for Time Series Classification and Prediction. 226-231 - Weiqing Yu, Wendong Zhu, Guangyi Liu, Bowen Kan, Ting Zhao, He Liu:
Cluster-Based Best Match Scanning for Large-Scale Missing Data Imputation. 232-238 - Guang Cheng, Yang Yan:
Evaluation and Design of Non-cryptographic Hash Functions for Network Data Stream Algorithms. 239-244
Mobile Computing and Internet of Things I
- Mengjiao Tang, Yubo Jin, Lan Yao:
WiFi-ZigBee Coexistence Based on Collision Avoidance for Wireless Body Area Network. 245-250 - Shuai Guo, Zhongwen Guo, Zhijin Qiu, Yingjian Liu, Yu Wang:
IFRAT: An IoT Field Recognition Algorithm Based on Time-Series Data. 251-255 - Kun Zhao, Wei Xi, Jinsong Han, Zhi Wang, Yaoxuan Yuan, Jizhong Zhao:
Efficient CSI Correction with CFO for Uplink MU-MIMO Networks. 256-264 - Xiaoyan Zhao, Peiyan Yuan, Yajun Chen, Pei Chen:
Cooperative D2D for Content Delivery in Heterogeneous Networks. 265-271 - Hao Zhang, Weitong Sun, Haicheng Ji, Xiaojun Wu, Gang Lu:
LIU: Localization via Fusion of IMU and Ultrasonic Positioning. 272-276
Scheduling and Optimization II
- Jun Li, Mengshu Hou:
PMSTCOM: A Novel Replication Consistency Maintenance Strategy in Cloud Storage System. 277-283 - Shijie Zhou, Qihe Liu, Jin Xu, Yaqi He:
An Anti-collision Algorithm Based on Task Scheduling Model in RFID System. 284-290 - Yiwei Xu, Jin Chen:
An Optimal Load-Aware Base Station Sleeping Strategy in Small Cell Networks Based on Marginal Utility. 291-296 - Jiaying Meng, Wenbin Shi, Haisheng Tan, Xiangyang Li:
Cloudlet Placement and Minimum-Delay Routing in Cloudlet Computing. 297-304 - Zixiang Wang, Zhoubin Liu, Zhan Huan, Xiaoyun Kong, Xiaolu Yuan:
Robust Task Scheduling Strategy for Big Data Clusters. 305-312
Mobile Computing and Internet of Things II
- Fangfang Li, Chong Liu, Ge Yu, Zhe Chen:
A Scheduling Algorithm of Events with Uncertain Timestamps for CPS. 313-319 - Fu-gui He, Chenshu Wu, Xiancun Zhou, Yiyang Zhao:
Robust and Fast Similarity Search for Fingerprint Calibrations-Free Indoor Localization. 320-327 - Wendong Zhu, Weiqing Yu, Bowen Kan, Guangyi Liu:
Smart Meter Data Analytics Based on Modified Streaming k-Means. 328-333 - Zhiyong Tian, Lai Tu, Chen Tian, Yi Wang, Fan Zhang:
Understanding Battery Degradation Phenomenon in Real-Life Electric Vehicle Use Based on Big Data. 334-339 - Yanling Cui, Qiang Ji, Fusang Zhang, Beihong Jin:
Leveraging Mobile Signaling Data for Monitoring Vehicles on Highways in Real Time. 340-349
Data Management and Storage I
- Yirun Ruan, Songyang Lao, Junde Wang, Liang Bai:
Ranking Node Importance in Large-Scale Complex Network: From a Perspective of Local Abnormal Links. 350-353 - Qiang Gao, Fengli Zhang, Rui-Jin Wang, Fan Zhou:
Association Rules Mining with Quantum Computing and Quantum Storage. 354-360 - Wen Ding, Ping Luo, Haisheng Tan, Rui Wang, Jipeng Zhou:
Occlusion Detection in VLC Systems through Physical Layer Data Analysis. 361-367 - Longxiang Fan, Chonglin Gu, Lining Qiao, Wenbin Wu, Hejiao Huang:
GreenSleep: A Multi-sleep Modes Based Scheduling of Servers for Cloud Data Center. 368-375 - Jia Shao, Guodong Sun, Gaoxiang Yang, Yanan Wang, Xingjian Ding:
EasyRBF: Towards Infilling Missing Soil Data. 376-385
Data Management and Storage II
- Tao Li, Xueyu Li, Xu Zhang:
The Design and Implementation of Vector Autoregressive Model and Structural Vector Autoregressive Model Based on Spark. 386-394 - Pengfei Xu, Shaohuai Shi, Xiaowen Chu:
Performance Evaluation of Deep Learning Tools in Docker Containers. 395-403 - Zhijin Qiu, Zhongwen Guo, Shuai Guo, Yingjian Liu, Yu Wang:
DAQ-Middleware: Data Acquisition Middleware Based on Internet of Things. 404-412 - Qing Liu, Yinjin Fu, Guiqiang Ni, Jianmin Mei:
Big Data Management Performance Evaluation in Hadoop Ecosystem. 413-421 - Ye Tian, Guangtao Yue, Shiyou Qian, Minglu Li:
An Auto-Scaling Framework for Containerized Elastic Applications. 422-430
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