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ORCID15th GPC 2020: Xi'an, China
- Zhiwen Yu, Christian Becker, Guoliang Xing:
Green, Pervasive, and Cloud Computing - 15th International Conference, GPC 2020, Xi'an, China, November 13-15, 2020, Proceedings. Lecture Notes in Computer Science 12398, Springer 2020, ISBN 978-3-030-64242-6
Device-Free Sensing
- Luyao Liu, Wendong Xiao, Jiankang Wu, Shenglang Xiao:
Wavelet Analysis Based Noncontact Vital Signal Measurements Using mm-Wave Radar. 3-14 - Yixuan Lu
, Weixi Chen, Haipeng Liu, Anfu Zhou:
Study on Feasibility of Remote Metal Detection Using Millimeter Wave Radar for Convenient and Efficient Security Check. 15-29 - Yu Liu, Yuheng Wang, Haipeng Liu, Anfu Zhou, Jianhua Liu, Ning Yang:
Long-Range Gesture Recognition Using Millimeter Wave Radar. 30-44 - Fan Wu, Yunlong Xiang, Zhenzhe Zheng, Yuben Qu, Xiaofeng Gao, Linghe Kong, Guihai Chen, Biao Liu:
Towards Fine-Grained Indoor White Space Sensing. 45-60 - Lipeng Feng, Shibo Du, Zhen Meng, Anfu Zhou, Huadong Ma:
Evaluating mmWave Sensing Ability of Recognizing Multi-people Under Practical Scenarios. 61-74
Machine Learning
- Bo Liu, Wenbin Jiang, Shaofeng Zhao, Hai Jin, Bingsheng He:
GradSA: Gradient Sparsification and Accumulation for Communication-Efficient Distributed Deep Learning. 77-91 - Jun Ma, Yunlong Zhao:
An Improved Artificial Bee Colony Algorithm with Multiple Search Strategy. 92-100 - Wenbin Jiang, Pai Liu, Hai Jin, Jing Peng:
An Efficient Data Prefetch Strategy for Deep Learning Based on Non-volatile Memory. 101-114 - Yuan Xia, Yunlong Zhao:
A Drift Detection Method Based on Diversity Measure and McDiarmid's Inequality in Data Streams. 115-122 - Juhong Lu, Fangwan Huang, Zhiyong Yu:
An Improved Sparse Representation Classifier Based on Data Augmentation for Time Series Classification. 123-130 - Jie Gao, Fei Hao, Erhe Yang, Yixuan Yang, Geyong Min:
Concept Stability Based Isolated Maximal Cliques Detection in Dynamic Social Networks. 131-144 - Li Li, Fangwan Huang, Zhiyong Yu:
Echo State Network Based on L0 Norm Regularization for Chaotic Time Series Prediction. 145-152
Recommendation Systems
- Zilong Wang, Zhu Wang, Zhiwen Yu, Bin Guo, Xingshe Zhou:
MI-KGNN: Exploring Multi-dimension Interactions for Recommendation Based on Knowledge Graph Neural Networks. 155-170 - Yan Zhang, Bin Guo, Qianru Wang, Yueqi Sun, Zhiwen Yu:
MGCN4REC: Multi-graph Convolutional Network for Next Basket Recommendation with Instant Interest. 171-185
Urban Computing
- Dehao Lei, Zhiyong Yu, Peiguan Li, Lei Han, Fangwan Huang:
Using Deep Active Learning to Save Sensing Cost When Estimating Overall Air Quality. 189-204 - Dengjuan Ma, Zhu Wang, Jia Xie, Bin Guo, Zhiwen Yu:
Interpretable Multivariate Time Series Classification Based on Prototype Learning. 205-216 - Chenxi Liu, Mingyu Deng, Chao Chen, Chaocan Xiang:
A Driver-Centric Vehicle Reposition Framework via Multi-agent Reinforcement Learning. 217-230 - Zhiyuan Wang, Ruiying Guo, Linghong Hong, Cheng Wang, Longbiao Chen:
Demand-Responsive Windows Scheduling in Tertiary Hospital Leveraging Spatiotemporal Neural Networks. 231-243 - Jian He, Jiahao Bai:
Prediction Technology for Parking Occupancy Based on Multi-dimensional Spatial-Temporal Causality and ANN Algorithm. 244-256 - Qiaoying Lin, Fangwan Huang, Zhiyong Yu, Li Li:
An Improved Leaky-ESN for Electricity Load Forecasting. 257-269
Human Computer Interaction
- Ziqi Wang, Bin Guo, Hao Wang, Helei Cui, Yang He, Zhiwen Yu:
MateBot: The Design of a Human-Like, Context-Sensitive Virtual Bot for Harmonious Human-Computer Interaction. 273-287 - Long-fei Chen, Yuichi Nakamura, Kazuaki Kondo:
User Behavior Analysis Toward Adaptive Guidance for Machine Operation Tasks - Analysis of Behavior Differences Through Skill-Improving Experiments. 288-302 - Imane Lamiche, Bin Guo, Yafang Yang, Zhiwen Yu:
Behavior Fingerprints Based Smartphone User Authentication: A Review. 303-317 - Xiaolin Fang, Weiwei Wu, Ran Bi, Wei Bian, Zenghui Zhang:
A System to Find the Change of One's Vision Implicitly. 318-332
Internet of Things and Edge Computing
- Xiaocui Li, Zhangbing Zhou:
Energy-Aware Marginal Multi-attribute Federated Query in IoT Networks. 335-346 - Kulaea T. Pauu, Han Xu, Bang Wang:
A Novel UAV Charging Scheme for Minimizing Coverage Breach in Rechargeable Sensor Networks. 347-361 - Jun Lu, Xing Guo, Xingguang Zhao, Hao Zhou:
A Parallel Tasks Scheduling Algorithm with Markov Decision Process in Edge Computing. 362-375
Positioning
- Jian Zuo, Chenghao Zhang, Kuang-I Shu, Heng Zhang:
Localization Research Based on Low Cost Sensor. 379-390 - Chanxin Zhou, Ao Luo, Bang Wang:
Relative Floor Estimation for Indoor Co-navigation: A Machine Learning Approach. 391-402
Applications of Computer Vision
- Yi Sun, Yuexiao Cai, Yang Li, Yunlong Zhao:
Defect Detection of Production Surface Based on CNN. 405-412 - Pengjie Li, Yanfei Shen:
An Image-Based Method for 3D Human Shapes Retrieval. 413-420 - Xiaoming Dai, Xinyi Liu, Guoqing Liu, Qing Yang, Tianzhang Xing:
MobiVision: A Novel Energy-Efficient Mobile Deep Learning Framework for Computer Vision. 421-436
CrowdSensing
- Chunyu Tu, Lei Han, Leye Wang, Zhiyong Yu:
Mobile Crowd-Sensing System Based on Participant Selection. 439-450 - Ailun Song, Jingguang Zhou, Xiaofeng Gao, Haotian Wang, Fan Wu, Guihai Chen:
Quality-Aware and Penalty-Sensitive Opportunistic Crowdsensing in Mobile Relay Networks. 451-465
Cloud and Related Technologies
- Yaru Bao, Feilong Tang, Lijun Cao:
Failure Prediction with Hierarchical Approach in Private Cloud. 469-480 - Gang Qiu, Yang Gao, Yajun Zhang:
Research on Job Scheduling Algorithms Based on Cloud Computing. 481-495 - Yu Xia, Xueyong Xu, Wanyuan Wang, Xiujun He, Weiwei Wu, Xiaolin Fang:
Recovering Cloud Services Using Hybrid Clouds Under Power Outage. 496-503 - Shiqiang Zhang, Song Wu, Hao Fan, Deqing Zou, Hai Jin:
BED: A Block-Level Deduplication-Based Container Deployment Framework. 504-518
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