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ORCID5th BigCom 2019: Qingdao, China
- 5th International Conference on Big Data Computing and Communications, BIGCOM 2019, QingDao, China, August 9-11, 2019. IEEE 2019, ISBN 978-1-7281-4024-7
Session 1: Machine Learning and Algorithm (i)
- MinChao Lu, JunJie Pang, JianBo Li:
DeepBSTN: A Deep Bidirection Network Model for Urban Traffic Prediction. 1-6 - Qing Wang, Xiaodong Wang, Xiangqian Ding:
QoS Attributes Prediction with Attention-based LSTM Network for Mobile Services. 7-11 - Zhibin Zhao, Yu Hua, Ruoxian Song, Lan Yao:
Structural Feature Transfer Crossing Categories for Online Comments Based on Public Feature Space. 12-16 - Xupeng Wang, Zhongwen Guo, Xi Wang, Mengdi Min, Yangfan Zhao:
A Fast Neural Network Multi-label Classification Algorithm Based on Approximate Extreme Points. 17-21 - Ying He, Hongyan Yun, Li Lin:
The Character Relationship Mining Based on Knowledge Graph and Deep Learning. 22-27 - Zhenge Guo, Haoyuan Zhang, Zhi Wang, Yao Wei, Meiya Dong:
Mobile Phone Anti-theft Method Based on Mobile Track and User Characteristic. 28-32 - Chiranjib Sur
, Pei Liu, Yingjie Zhou, Dapeng Oliver Wu:
Semantic Tensor Product for Image Captioning. 33-37 - Fei Xu, Jingjing Zhang, Yanmei Shi, Kaixin Kang, Shuguo Yang:
A Fast Low-Rank Matrix Factorization Method for Dynamic Magnetic Resonance Imaging Restoration. 38-42
Session 2: Potpourri
- Zhengwei Zhao, Xiaodong Wang, Xiaowei Xu, Qing Wang:
Multi-Modal Question Answering System Driven by Domain Knowledge Graph. 43-47 - Xiao Ma, Xu Zhang:
MDV: A Multi-Factors Data Valuation Method. 48-53 - Wei Li, Chaolu Feng, Ci Jin, Qiang Chen, Haining Liu, Dazhe Zhao:
A Two-level Cloud Storage System Based on Asynchronous Message for Medical Image Big Data. 54-58 - Yuan Liu, Xi Wang, Lintao Xian, Zhongwen Guo, Jianjian Zuo:
Which Classes Can Be Configured as Beans in Spring XML Files? 59-63 - Chen Xu, Yan Xiong, Wenchao Huang, Zhaoyi Meng:
An Observational Study on Compatibility-Related API Usage. 64-68 - Feng Xu, Fei Chen, Yuan Liu:
Bike Sharing Data Analytics for Smart Traffic Managemen. 69-73 - Xiaoyu Li, Cheng Su, Yan Xiong, Wenchao Huang, Wansen Wang:
Formal Verification of BNB Smart Contract. 74-78
Session 3: Networking, Cloud and Edge Computing
- Zhichao He, Longying Wu, Hejiao Huang:
A Network-flow Based Optimal Scheduling for Data Downloading from Satellites to ES in LEO Satellite Networks. 79-87 - Yongguo Jiang, Qiang Liu, Changshuai Qin, Jian Su, Qianqian Liu:
Message-oriented Middleware: A Review. 88-97 - Mahsa Bayati, Janki Bhimani, Ronald Lee, Ningfang Mi:
Exploring Benefits of NVMe SSDs for BigData Processing in Enterprise Data Centers. 98-106 - Zeng Li, Yan Xiong, Wenchao Huang:
Drift-detection Based Incremental Ensemble for Reacting to Different Kinds of Concept Drift. 107-114 - Xichen Wang, Jingtao Ding, Steve Uhlig, Yong Li, Depeng Jin:
Deviations of Check-ins and Human Mobility Trajectory. 115-123
Session 4: Security and Privacy (i)
- Promise Ricardo Agbedanu, Pengwei Wang, Richard Nuetey Nortey, Lamptey Khalid Odartey:
Forensics in the Cloud: A Literature Analysis and Classification. 124-132 - Yilei Zhang, Faguo Wu, Chenxu Wang:
Identity-Based Multi-party Revocable Quantum-Resistant Signature with CSP. 133-141 - Xin Chen, Xuangou Wu, Xiujun Wang, Wei Zhao, Wei Xue:
Real-location Reporting Based Differential Privacy Trajectory Protection for Mobile Crowdsensing. 142-150 - Xianglin Bao, Cheng Su, Yan Xiong, Wenchao Huang, Yifei Hu:
FLChain: A Blockchain for Auditable Federated Learning with Trust and Incentive. 151-159
Session 5: Machine Learning and Algorithm (ii)
- Haizhou Du, Wei Fang, Qing Liu, Zhenchen Yang, Xiaofeng Wang:
Multi-Stage Mixed Attribute Outlier Detection Algorithm Based on Neighborhood Density Difference. 160-168 - Haizhou Du, Shaohua Zhang, Ping Han, Keke Zhang, Bin Xu:
Cheetah: A Dynamic Performance Optimization Approach on Heterogeneous Big Data Analytics Cluster. 169-177 - Liming Xue, Yulin Du, Wei Li, Xinghui Zhao:
Space-Time Effect Modelling with Machine Learning: A Scalable Approach for Assessing Efficiency of Coal Resources. 178-186
Session 6: Machine Learning and Algorithm (iii)
- Shanjing Chen, Zongsheng Zhang, Qing Kang, Zhiqiang Shen, Ruochong Zhou, Guopu Ma:
Landslide Detection Leveraging Spectral-Spatial Correlation Fusion in Aerospace Remote Sensing. 187-194 - Guangmin Xia, Fan Li, Dongdi Zhao, Qian Zhang, Song Yang:
FI-Net: A Speech Emotion Recognition Framework with Feature Integration and Data Augmentation. 195-203 - Yang Min, Cailian Chen, Xiaoyu Wang, Jianping He, Yang Zhang:
SGM: Seed Growing Map-matching with Trajectory Fitting. 204-212 - Luyao Chong, Meng Jin, Yuan He:
EmoChat: Bringing Multimodal Emotion Detection to Mobile Conversation. 213-221 - Baohua Sun, Richard Al-Bayaty, Qiuyuan Huang, Dapeng Oliver Wu:
Game Theoretical Approach for Non-Overlapping Community Detection. 222-230 - Luning Wang, Zhongzheng Tang, Qian Xu, Kejie Lu, Jianping Wang, Kui Wu, Xiaohua Jia:
SNIFF: A Scalable Network Inference Framework for Measuring End-to-End Performance Based on Matrix Completion. 231-239
Session 7: Security and Privacy (ii)
- Zhenan Wu, Han Zheng, Lan Zhang, Xiang-Yang Li:
Privacy-friendly Blockchain Based Data Trading and Tracking. 240-244 - Wei Ou, Ning Fang, Hequn Xian, Wei Guo, Feilu Hang, Linjiang Xie, Xuyue Tang:
Accelerating Public Key Cryptography in Android Platforms. 245-249 - Huihua Xia, Wenchao Huang, Yan Xiong:
Differentially Private Geo-Social Ranking. 250-254 - Jianhui Qiu, Xingfa Shen, Yan Guo, Jian Yao, Renzhe Fang:
Detecting Malicious Users in Online Dating Application. 255-260 - Guangcai Cui, Tao Meng, Yijuan Shi, Haojuan Chen:
Design of Heterogeneous Reconfigurable Cipher Engine Basing on FPGA+ASIC. 261-265
Session 8: Crowdsoucing, Wireless Signal and System
- Yongguo Jiang, Qiang Liu, Qianqian Liu, Jian Su, Changshuai Qin:
Shipborne Robust Message Queuing Service Prototype System. 266-272 - Qiangrong Xu, Yong Fang, Liming Zhang:
An Effective Sparse Representation Approach for Wireless Channels Based on the Modified Takenaka-Malmquist Basis. 273-277 - Kun Zhou, Aijing Li, Chao Dong, Lei Zhang, Zichao Qin:
MABOM: A MAB-based Opportunistic MAC Protocol for WiFi/M2M Coexistence. 278-282 - Xiang Xiao, Lan Zhang, Xiang-Yang Li:
Noisy Data Collection Towards Diversity Maximization. 283-287
Session 9: Machine Learning and Algorithm (iv)
- Lan Yao, Heting Rong, Chao Chu, Fuxiang Gao:
Mining Aspects in Online Comments with Attention and Bi-LSTM. 288-292 - Xiao Sun, Pingping Xia, Fang Tian:
Cycle-Consistent Adversarial Network for Facial Local-Region Exchange in Wild. 293-297 - Chuanzheng Wei, Xiao Sun, Fang Tian, Fuji Ren:
Speech Emotion Recognition with Hybrid Neural Network. 298-302 - Zhaoqian Lan, Guopeng Zhou, Yuanxing Zhang, Yichun Duan, Wei Yan, Chunhua Chi:
Healthcare Expenditure Prediction for Crowd with Co-existing Medical Conditions. 303-307 - Mingxing Jiang, Zhongwen Guo, Jinxin Wang, Xi Wang:
A Device Relationship Recognition Algorithm Based on WiFi Passive Monitoring. 308-312 - Tao Hong, Xiao Sun, Fang Tian, Fuji Ren:
Sentiment Classification And Personality Detection Via Galvanic Skin Response Based on Deep Learning Models. 313-317 - Renzhong Wang, Dan Tao:
DTW-KNN Implementation for Touch-based Authentication System. 318-322
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