Technical Program for MLICOM 2019, Nanjing, China
(Golden Eagle Summit Hotel)
Aug. 23th 15:00-20:00 |
Hotel Lobby (1st Floor) |
Registration |
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Aug. 23th 18:00-20:30 |
Western Restaurant (西餐厅) (5th Floor) |
Dinner(Buffet) |
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Aug. 24th 09:00-12:00 VIP Room 1/2 (7th Floor) |
Opening Ceremony Moderator: Hai Deng |
09:00-09:10 |
Welcome and Opening Remarks by Chair: Bing Chen |
Keynote I Keynote Chair: Qihui Wu |
09:10-09:55 |
“Collaborative Task Execution in Advanced Edge Computing Environments” –by Prof. Jiannong Cao, Hong Kong Polytechnic University, China. |
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09:55-10:30 |
Coffee Break |
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Keynote II Keynote Chair: Kun Zhu |
10:30-11:15 |
“Accessing From the Sky: UAV Communications for 5G and Beyond” –by Prof. Rui Zhang, National University of Singapore, Singapore |
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Keynote III Keynote Chair: Kun Zhu |
11:15-12:00 |
“Network Centrality as Statistical Inference in Large Networks” –by Prof. Chee Wei Tan, City University of Hong Kong, China |
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Aug. 24th |
Western Restaurant (5th Floor) |
12:00-13:30 |
Lunch(Buffet) |
Aug. 24th 14:00-18:00 Technical Session |
Session I VIP Room 6(7th Floor) Session Chair: Feng Hu |
14:00-15:36 |
Session 1.1:Wireless Network 8 papers |
Session II VIP Room 7(7th Floor) Session Chair: Xin Zhang |
14:00-15:36 |
Session 1.2:Communication 8 papers |
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15:40-16:10 |
Coffee Break |
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Session III VIP Room 6(7th Floor) Session Chair: Yongliang Sun |
16:10-17:46 |
Session 2.1:Big Data and Internet of Things 8 papers |
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Session IV VIP Room 7(7th Floor) Session Chair: Chenguang Shi |
16:10-17:46 |
Session 2.2:Smart Internet of Things 8 papers |
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Aug. 24th |
Dinner Restaurant (龙蟠厅) (5th Floor) |
18:30-21:30 |
Conference Banquet & Best Paper Award Ceremony |
Aug. 25th 8:30-12:00 Technical Session |
Session V VIP Room 6(7th Floor) Session Chair: Tiexin Wang |
08:30-10:06 |
Session 3.1:Machine Learning I 8 papers |
Session VI VIP Room 7(7th Floor) Session Chair: Congduan Li |
08:30-10:06 |
Session 3.2:Machine Learning II 8 papers |
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10:10-10:40 |
Coffee Break |
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Session VII VIP Room 6(7th Floor) Session Chair: Ken Cai |
10:40-12:16 |
Session 4.1:Application of Machine Learning 8 papers |
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Session VIII VIP Room 7(7th Floor) Session Chair: Xiangmao Chang |
10:40-12:16 |
Session 4.2:Application of Machine Learning 8 papers |
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Aug. 25th |
Western Restaurant (5th Floor) |
12:00-13:30 |
Lunch(Buffet) |
Paper Allocation in Technical Sessions
Session 1.1 |
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Date: Aug. 24th 14:00-18:00 VIP Room 6 Session Chair: Feng Hu |
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Time |
Title of the contribution |
Author |
14:00-14:12 |
High-Dimensional Data Anomaly Detection Framework Based on Feature Extraction of Elastic Network |
Kexin Li, Yang Shen, Jue Bo, Shuo Chen, Lin Qiao, Jing Li |
14:12-14:24 |
A Drone Formation Transformation Approach |
Chenghao Jin, Bing Chen, Feng Hu |
14:24-14:36 |
The Principle and Design of Separate Fingerprint Identification System |
Mengmeng Liu |
14:36-14:48 |
LTE Antenna Port Number Detection Algorithm Based on Channel Estimation and Piecewise Linear Regression |
Pengchun Jiang, Mu Zhou |
14:48-15:00 |
Topology Sensing in Wireless Networks by Leveraging Symmetrical Connectivity |
Zitong Liu, Jiachen Sun, Feng Shen, Guoru Ding, Qihui Wu |
15:00-15:12 |
Multi-destination Two-hop Untrusted AF Relay Networks with Destination-aided Cooperative Jamming |
Hui Shi, Weiwei Yang, Yueming Cai, Yongxing Jia, Wendong Yang |
15:12-15:24 |
Secrecy Sum Rate for Two-way Untrusted Relay in SCMA Networks |
Yiteng Huang, Shuai Han, Ming Li, Zhiqiang Li |
15:24-15:36 |
Improving Complex Network Controllability via Link Prediction |
Ran Wei, Weiwei Yuan |
Session 1.2 |
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Date: Aug. 24th 14:00-18:00 VIP Room 3 Session Chair: Xin Zhang |
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Time |
Title of the contribution |
Author |
14:00-14:12 |
Rectangular Waveguide Design Optimization by Sequential Nonlinear Programming and Genetic Algorithm |
Meijiao Lin, Xin Zhang, Yang Li |
14:12-14:24 |
Noise Reduction in Network Embedding |
Cong Li, Donghai Guan, Zhiyuan Cui, Weiwei Yuan, Asad Masood Khattak |
14:24-14:36 |
Indoor Localization Based on Centroid Constraints of AP Quadrilateral Networks |
Mu Zhou, Zhenya Zhang, Zhu Liu |
14:36-14:48 |
Partially Overlapping Channel Selection in Jamming Environment: A Hierarchical Learning Approach |
Lei Zhao, Jincheng Ge, Kailing Yao, Yifan Xu, Xiaobo Zhang, Menglan Fan |
14:48-15:00 |
A Q-Learning-based Channel Selection and Data Scheduling Approach for High-frequency Communications in Jamming Environment |
Wen Li, Yuhua Xu, Qiuju Guo, Yuli Zhang, Dianxiong Liu, Yangyang Li, Wei Bai |
15:00-15:12 |
RFID Indoor Location Based on Optimized Generalized Regression Neural Network |
Fangjin Chen, Xiangmao Chang, Xiaoxiang Xu |
15:12-15:24 |
Beacon in the Air: Optimizing Data Delivery for Wireless Energy Powered UAVs |
Huajian Jin, Jiangming Jin, Yang Zhang |
15:24-15:36 |
Power Optimization in Wireless Powered Based Mobile Edge Computing |
Xiaohan Xu, Qibin Ye, Weidang Lu, Hong Peng, Bo Li |
Session 2.1 |
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Date: Aug. 24th 14:00-18:00 VIP Room 6 Session Chair: Yongliang Sun |
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Time |
Title of the contribution |
Author |
16:10-16:22 |
Predicting Socio-economic Levels of Individuals via App Usage Records |
Yi Ren, Weimin Mai, Yong Li, Xiang Chen |
16:22-16:34 |
Multiple Task Assignment for Cooperating Homogeneous Unmanned Aerial Vehicles |
Li Li, Xiangping Bryce Zhai, Bing Chen, Congduan Li |
16:34-16:46 |
Design of Overall Framework of Self-Service Big Data Governance for Power Grid |
Lin Qiao, Qiaoni Zhou, Chunhe Song, Hao Wu, Biqi Liu |
16:46-16:58 |
Data Cleaning Based on Multi-sensor Spatiotemporal Correlation |
Baozhu Shao, Chunhe Song, Zhongfeng Wang, Zhexi Li, Peng Zeng, Li Shen |
16:58-17:10 |
Distributed Hierarchical Fault Diagnosis Based on Sparse Auto-encoder and Random Forest |
Tong Li, Chunhe Song, Yang Liu , Zhongfeng Wang, Peng Zeng, Shanting Su |
17:10-17:22 |
A Data Quality Improvement Method Based on the Greedy Algorithm |
Zhongfeng Wang, Yatong Fu, Chunhe Song, Weichun Ge, Lin Qiao, Hongyu Zhang |
17:22-17:34 |
Research of Lightweight Encryption Algorithm Based on AES and Chaotic Sequences for Narrow-Band Internet of Things |
Lianmin Shi |
17:34-17:46 |
Energy Efficiency Maximization for Green Cognitive Internet of Things with Energy Harvesting |
Xin Liu, Xueyan Zhang, Weidang Lu, Mudi Lu |
Session 2.2 |
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Date: Aug. 24th 14:00-18:00 VIP Room 3 Session Chair: Chenguang Shi |
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Time |
Title of the contribution |
Author |
16:10-16:22 |
A Smart Wearable Device for Preventing Indoor Electric Shock Hazards |
Zaipeng Xie, Hanxiang Liu, Junpeng Zhang, Hongyu Lin |
16:22-16:34 |
A VLP Approach Based on a Single LED Lamp |
Jing Chen, Jie Hao, Ran Wang, Ao Shen, Ze Yu |
16:34-16:46 |
A Method of Calculating the Semantic Similarity between English and Chinese Concepts |
Jingwen Cao, Tiexin Wang, Wenxin Li |
16:46-16:58 |
A Bicycle-borne Sensor Node for Monitoring Air Pollution based on NB-IoT |
Shu Shen, Caixia Lv, Xindi Xu, Xiaoyu Liu |
16:58-17:10 |
Power Beacons Deployment in Wireless Powered Communication with Truncated Poisson Cluster Process |
Siyuan Zhou, Jinghang Zhao, Guoping Tan, Xujie Li, Qin Yan |
17:10-17:22 |
Mobile Edge Computing-Enabled Resource Allocation for Ultra-Reliable and Low-Latency Communications |
Yun Yu, Siyuan Zhou, Xiaocan Lian, Guoping Tan, Yingchi Mao |
17:22-17:34 |
A Bayesian Method for Link Prediction with Considering Path Information |
Suyuan Zhang, Lunbo Li, Cunlai Pu, Siyuan Zhou |
17:34-17:46 |
Identifying Sources of Random Walk-based Epidemic Spreading in Networks |
Bo Qin, Cunlai Pu |
Session 3.1 |
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Date: Aug. 25th 8:30-12:30 VIP Room 1 Session Chair: Tiexin Wang |
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Time |
Title of the contribution |
Author |
8:30-8:42 |
Active Sampling Based on MMD for Model Adaptation |
Qi Zhang, Donghai Guan, Weiwei Yuan, Asad Masood Khattak |
8:42-8:54 |
Optimal Dwell Time for Frequency Hopping in a Stackelberg Game with a Smart Jammer |
Long Yu, Yonggang Zhu, Yusheng Li |
8:54-9:06 |
An Active Noise Correction Graph Embedding Method Based on Active Learning for Graph Noisy Data |
Zhiyuan Cui, Donghai Guan, Cong Li, Weiwei Yuan, Asad Masood Khattak |
9:06-9:18 |
Semi-supervised Learning via Adaptive Low-rank Graph |
Mingbo Zhao, Zhang Jiang, Cuili Yang |
9:18-9:30 |
Transaction Cost Analysis via Label-Spreading Learning |
Pangjing Wu, Xiaodong Li |
9:30-9:42 |
A Novel PCA-DBN Based Bearing Fault Diagnosis Approach |
Jing Zhu, Tianzhen Hu |
9:42-9:54 |
A Visual Semantic Relations Detecting Method Based on WordNet |
Wenxin LI, Tiexin Wang, Jingwen Cao |
9:54-10:06 |
Statement Generation Based on Big Data for Keyword Search |
Qingqing Liu, Zhengyou Xia |
Session 3.2 |
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Date: Aug. 25th 8:30-12:30 VIP Room 2 Session Chair: Congduan Li |
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Time |
Title of the contribution |
Author |
8:30-8:42 |
Batch Gradient training Method with Smoothing l0 Regularization for Echo State Networks |
Kaizhe Nie, Cuili Yang |
8:42-8:54 |
A Backward Learning Algorithm for Feature Selection in Polynomial Echo State Networks |
Xinxin Zhu, Cuili Yang, Junfei Qiao |
8:54-9:06 |
Using LSTM, GRU and Hybrid Models for Streamflow Forecasting |
Abdullahi Uwasiu Muhammad, Xiaodong Li, Jun Feng |
9:06-9:18 |
Backscatter-aided Hybrid Data Offloading in Mobile Edge Computing via Deep Reinforcement Learning |
Yutong Xie, Zhengzhuo Xu, Jing Xu, Shimin Gong, Yi Wang, Guopu Zhu |
9:18-9:30 |
An Efficient Federated Learning Scheme with Differential Privacy in Mobile Edge Computing |
Jiale Zhang, Junyu Wang, Yanchao Zhao, Bing Chen |
9:30-9:42 |
Joint Power and Channel Selection for Anti-jamming Communications: A Reinforcement Learning Approach |
Xufang Pei, Ximing Wang, Lang Ruan, Luying Huang, Xingyue Yu, Heyu Luan |
9:42-9:54 |
Motion Classification based on sEMG Signals using Deep Learning |
Shu Shen, Kang Gu, Xinrong Chen, Ruchuan Wang |
9:54-10:06 |
Realization of Transmission Control Protocol Based on μC/OS-II |
Qianyuan Wang, Yujun Gao |
Session 4.1 |
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Date: Aug. 25th 8:30-12:30 VIP Room 1 Session Chair: Ken Cai |
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Time |
Title of the contribution |
Author |
10:40-10:52 |
Knoweldge Graph Embedding Based on Hyperplane and Quantitative Credibility |
Shuo Chen, Lin Qiao, Biqi Liu, Jue Bo, Yuanning Cui, Jing Li |
10:52-11:04 |
Artificial Intelligence Approaches for Urban Water Demand Forecasting: A Review |
Abdullahi Uwaisu Muhammad, Xiaodong Li, Jun Feng |
11:04-11:16 |
Cyberbullying Detection with BiRNN and Attention Mechanism |
Anman Zhang, Bohan Li, Shuo Wan, Kai Wang |
11:16-11:28 |
Sewage Treatment Control Method Based on Genetic-SOFNN |
Zhuang Yang, Cuili Yang, Junfei Qiao |
11:28-11:40 |
Latent Flow Patterns Discovery by Dockless Bicycle Trajectory Data for Demand Analysis |
Chao Ling, Jingjing Gu, Ming Sun |
11:40-11:52 |
Sniffer Patrolling for Wireless Traffic Monitoring via Deep Reinforcement Learning |
Zhipeng Chen, Yutong Xie, Jing Xu, Shimin Gong |
11:52-12:04 |
Travel Time Estimation and Urban Key Routes Analysis Based on Call Detail Records Data: A Case Study of Guangzhou City |
Weimin Mai, Shaohang Xie, Xiang Chen |
12:04-12:16 |
Task Allocation in Multi-agent Systems Using Many-objective Evolutionary Algorithm NSGA-III |
Jing Zhou, Dongdong Zhao |
Session 4.2 |
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Date: Aug. 25th 8:30-12:30 VIP Room 2 Session Chair: Xiangmao Chang |
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Time |
Title of the contribution |
Author |
10:40-10:52 |
Robustness Analysis on Natural Language Processing based AI Q&A Robots |
Chengxiang Yuan, Mingfu Xue, Lingling Zhang, Heyi Wu |
10:52-11:04 |
BMI-Matching: Map-Matching with Bearing Meta-Information |
Dawei Wang, JingJing Gu |
11:04-11:16 |
Using Speech Emotion Recognition to Preclude Campus Bullying |
Jianting Guo, Haiyan Yu |
11:16-11:28 |
Optimal Control of Navigation Systems with Time Delays Using Neural Networks |
Jing Zhu, Yijing Hou |
11:28-11:40 |
Multi-Spectral Palmprint Recognition with Deep Multi-View Representation Learning |
Xiangyu Xu, Nuoya Xu, Huijie Li, Qi Zhu |
11:40-11:52 |
Reinforcement Learning for HEVC Screen Content Intra Coding on Heterogeneous Mobile Devices |
Yuanyuan Xu, Quanping Zeng |
11:52-12:04 |
An Accelerated PSO Based Self-organizing RBF Neural Network for Nonlinear System Identification and Modeling |
Ahmad Zohaib |
12:04-12:16 |
Non-negative Matrix Factorization with Community Kernel for Dynamic Community Detection |
Saisai Liu, Zhengyou Xia |