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ORCID4th MLICOM 2019: Nanjing, China
- Xiangping Bryce Zhai, Bing Chen, Kun Zhu:
Machine Learning and Intelligent Communications - 4th International Conference, MLICOM 2019, Nanjing, China, August 24-25, 2019, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 294, Springer 2019, ISBN 978-3-030-32387-5
Wireless Networks
- Yang Shen, Jue Bo, Kexin Li, Shuo Chen, Lin Qiao, Jing Li:
High-Dimensional Data Anomaly Detection Framework Based on Feature Extraction of Elastic Network. 3-17 - Chenghao Jin, Bing Chen, Feng Hu:
A Drone Formation Transformation Approach. 18-31 - Meng-meng Liu:
The Principle and Design of Separate Fingerprint Identification System. 32-41 - Pengchun Jiang, Mu Zhou:
LTE Antenna Port Number Detection Algorithm Based on Channel Estimation and Piecewise Linear Regression. 42-48 - Zitong Liu, Jiachen Sun, Feng Shen, Guoru Ding
, Qihui Wu:
Topology Sensing in Wireless Networks by Leveraging Symmetrical Connectivity. 49-57 - Hui Shi, Weiwei Yang, Yueming Cai, Yongxing Jia, Wendong Yang:
Multi-destination Two-Hop Untrusted AF Relay Networks with Destination-Aided Cooperative Jamming. 58-71 - Yiteng Huang, Shuai Han, Shizeng Guo, Ming Li, Zhiqiang Li:
Secrecy Sum Rate for Two-Way Untrusted Relay in SCMA Networks. 72-83 - Ran Wei, Weiwei Yuan, Donghai Guan, Asad Masood Khattak, Muhammad Fahim:
Improving Complex Network Controllability via Link Prediction. 84-97
Communications
- Meijiao Lin, Xin Zhang, Yang Li, Zhou Wu:
Rectangular Waveguide Design Optimization by Sequential Nonlinear Programming and Genetic Algorithm. 101-108 - Cong Li, Donghai Guan, Zhiyuan Cui, Weiwei Yuan, Asad Masood Khattak, Muhammad Fahim:
Noise Reduction in Network Embedding. 109-120 - Xinyue Li, Mu Zhou, Zhenya Zhang, Zhu Liu:
Indoor Localization Based on Centroid Constraints of AP Quadrilateral Networks. 121-129 - Lei Zhao, Jincheng Ge, Kailing Yao, Yifan Xu, Xiaobo Zhang, Menglan Fan:
Partially Overlapping Channel Selection in Jamming Environment: A Hierarchical Learning Approach. 130-144 - Wen Li, Yuhua Xu, Qiuju Guo, Yuli Zhang, Dianxiong Liu, Yangyang Li, Wei Bai:
A Q-Learning-Based Channel Selection and Data Scheduling Approach for High-Frequency Communications in Jamming Environment. 145-160 - Fangjin Chen, Xiangmao Chang, Xiaoxiang Xu, Yanjun Lu:
RFID Indoor Location Based on Optimized Generalized Regression Neural Network. 161-172 - Huajian Jin, Jiangming Jin, Yang Zhang:
Beacon in the Air: Optimizing Data Delivery for Wireless Energy Powered UAVs. 173-185 - Xiaohan Xu, Qibin Ye, Weidang Lu, Hong Peng, Bo Li:
Power Optimization in Wireless Powered Based Mobile Edge Computing. 186-195
Big Data and Internet of Things
- Yi Ren, Weimin Mai, Yong Li, Xiang Chen:
Predicting Socio-Economic Levels of Individuals via App Usage Records. 199-210 - Li Li, Xiangping Bryce Zhai, Bing Chen, Congduan Li:
Multiple Tasks Assignment for Cooperating Homogeneous Unmanned Aerial Vehicles. 211-221 - Lin Qiao, Qiaoni Zhou, Chunhe Song, Hao Wu, Biqi Liu, Shimao Yu:
Design of Overall Framework of Self-Service Big Data Governance for Power Grid. 222-234 - Baozhu Shao, Chunhe Song, Zhongfeng Wang, Zhexi Li, Shimao Yu, Peng Zeng:
Data Cleaning Based on Multi-sensor Spatiotemporal Correlation. 235-243 - Tong Li, Chunhe Song, Yang Liu, Zhongfeng Wang, Shimao Yu, Shanting Su:
Distributed Hierarchical Fault Diagnosis Based on Sparse Auto-Encoder and Random Forest. 244-255 - Zhongfeng Wang, Yatong Fu, Chunhe Song, Weichun Ge, Lin Qiao, Hongyu Zhang:
A Data Quality Improvement Method Based on the Greedy Algorithm. 256-266 - Lianmin Shi, Yihuai Wang, Rongyuan Jia, Tao Peng, Jianwu Jiang, Shilang Zhu:
Research of Lightweight Encryption Algorithm Based on AES and Chaotic Sequences for Narrow-Band Internet of Things. 267-280 - Xin Liu, Xueyan Zhang, Weidang Lu, Mudi Xiong:
Energy Efficiency Maximization for Green Cognitive Internet of Things with Energy Harvesting. 281-290
Smart Internet of Things
- Zaipeng Xie, Hanxiang Liu, Junpeng Zhang, Xiaorui Zhu, Hongyu Lin:
A Smart Wearable Device for Preventing Indoor Electric Shock Hazards. 293-304 - Jing Chen, Jie Hao, Ran Wang, Ao Shen, Ze Yu:
A VLP Approach Based on a Single LED Lamp. 305-312 - Jingwen Cao, Tiexin Wang, Wenxin Li, Chuanqi Tao:
A Method of Calculating the Semantic Similarity Between English and Chinese Concepts. 313-324 - Shu Shen, Caixia Lv, Xindi Xu, Xiaoyu Liu:
A Bicycle-Borne Sensor Node for Monitoring Air Pollution Based on NB-IoT. 325-332 - Siyuan Zhou, Jinhang Zhao, Guoping Tan, Xujie Li, Qin Yan:
Power Beacons Deployment in Wireless Powered Communication with Truncated Poisson Cluster Process. 333-346 - Yun Yu, Siyuan Zhou, Xiaocan Lian, Guoping Tan, Yingchi Mao:
Mobile Edge Computing-Enabled Resource Allocation for Ultra-Reliable and Low-Latency Communications. 347-360 - Suyuan Zhang, Lunbo Li, Cunlai Pu, Siyuan Zhou:
A Bayesian Method for Link Prediction with Considering Path Information. 361-374 - Bo Qin, Cunlai Pu:
Identifying Sources of Random Walk-Based Epidemic Spreading in Networks. 375-386 - Shishun Liu, Rimiao Li, Ping Li, Kejian Hu:
Design of Intelligent Lighting System for Office Workplace Based on ZigBee Technology. 387-394
Machine Learning I
- Qi Zhang, Donghai Guan, Weiwei Yuan, Asad Masood Khattak:
Active Sampling Based on MMD for Model Adaptation. 397-409 - Long Yu, Yonggang Zhu, Yusheng Li:
Optimal Dwell Time for Frequency Hopping in a Stackelberg Game with a Smart Jammer. 410-418 - Zhiyuan Cui, Donghai Guan, Cong Li, Weiwei Guan, Asad Masood Khattak:
An Active Noise Correction Graph Embedding Method Based on Active Learning for Graph Noisy Data. 419-433 - Mingbo Zhao, Jiang Zhang, Cuili Yang:
Semi-supervised Learning via Adaptive Low-Rank Graph. 434-443 - Pangjing Wu, Xiaodong Li:
Transaction Cost Analysis via Label-Spreading Learning. 444-454 - Jing Zhu, Tianzhen Hu:
A Novel PCA-DBN Based Bearing Fault Diagnosis Approach. 455-464 - Wenxin Li, Tiexin Wang, Jingwen Cao, Chuanqi Tao:
A Visual Semantic Relations Detecting Method Based on WordNet. 465-476 - Qingqing Liu, Zhengyou Xia:
Statement Generation Based on Big Data for Keyword Search. 477-488
Machine Learning II
- Zohaib Ahmad, Kaizhe Nie, Junfei Qiao, Cuili Yang:
Batch Gradient Training Method with Smoothing l_0 Regularization for Echo State Networks. 491-500 - Cuili Yang, Xinxin Zhu, Junfei Qiao:
A Backward Learning Algorithm in Polynomial Echo State Networks. 501-509 - Abdullahi Uwaisu Muhammad, Xiaodong Li, Jun Feng:
Using LSTM GRU and Hybrid Models for Streamflow Forecasting. 510-524 - Yutong Xie, Zhengzhuo Xu, Jing Xu, Shimin Gong, Yi Wang:
Backscatter-Aided Hybrid Data Offloading for Mobile Edge Computing via Deep Reinforcement Learning. 525-537 - Jiale Zhang, Junyu Wang, Yanchao Zhao, Bing Chen:
An Efficient Federated Learning Scheme with Differential Privacy in Mobile Edge Computing. 538-550 - Xufang Pei, Ximing Wang, Lang Ruan, Luying Huang, Xingyue Yu, Heyu Luan:
Joint Power and Channel Selection for Anti-jamming Communications: A Reinforcement Learning Approach. 551-562 - Shu Shen, Kang Gu, Xinrong Chen, Ruchuan Wang:
Motion Classification Based on sEMG Signals Using Deep Learning. 563-572 - Qianyuan Wang, Yujun Gao:
Realization of Transmission Control Protocol Based on μC/OS-II. 573-579
Applications of Machine Learning I
- Shuo Chen, Lin Qiao, Biqi Liu, Jue Bo, Yuanning Cui, Jing Li:
Knowledge Graph Embedding Based on Hyperplane and Quantitative Credibility. 583-594 - Abdullahi Uwaisu Muhammad, Xiaodong Li, Jun Feng:
Artificial Intelligence Approaches for Urban Water Demand Forecasting: A Review. 595-622 - Anman Zhang, Bohan Li, Shuo Wan, Kai Wang:
Cyberbullying Detection with BiRNN and Attention Mechanism. 623-635 - Zhuang Yang, Cuili Yang, Junfei Qiao:
Sewage Treatment Control Method Based on Genetic-SOFNN. 636-644 - Chao Ling, Jingjing Gu, Ming Sun:
Latent Flow Patterns Discovery by Dockless Bike Trajectory Data for Demand Analysis. 645-658 - Weimin Mai, Shaohang Xie, Xiang Chen:
Travel Time Estimation and Urban Key Routes Analysis Based on Call Detail Records Data: A Case Study of Guangzhou City. 659-676 - Jing Zhou, Xiaozhe Zhao, Dongdong Zhao, Zhong Lin:
Task Allocation in Multi-agent Systems Using Many-objective Evolutionary Algorithm NSGA-III. 677-692
Applications of Machine Learning II
- Chengxiang Yuan, Mingfu Xue, Lingling Zhang, Heyi Wu:
Robustness Analysis on Natural Language Processing Based AI Q&A Robots. 695-711 - Dawei Wang, Jingjing Gu:
BMI-Matching: Map-Matching with Bearing Meta-information. 712-727 - Jianting Guo, Haiyan Yu:
Using Speech Emotion Recognition to Preclude Campus Bullying. 728-734 - Jing Zhu, Yijing Hou:
Optimal Control of Navigation Systems with Time Delays Using Neural Networks. 735-747 - Xiangyu Xu, Nuoya Xu, Huijie Li, Qi Zhu:
Multi-spectral Palmprint Recognition with Deep Multi-view Representation Learning. 748-758 - Yuanyuan Xu, Quanping Zeng:
Reinforcement Learning for HEVC Screen Content Intra Coding on Heterogeneous Mobile Devices. 759-768 - Zohaib Ahmad, Cuili Yang, Junfei Qiao:
An Accelerated PSO Based Self-organizing RBF Neural Network for Nonlinear System Identification and Modeling. 769-777 - Saisai Liu, Zhengyou Xia:
Non-negative Matrix Factorization with Community Kernel for Dynamic Community Detection. 778-792
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