UM

Browse/Search Results:  1-9 of 9 Help

Selected(0)Clear Items/Page:    Sort:
Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey Journal article
IEEE Internet of Things Journal, 2022
Authors:  Bian, Jiang;  Arafat, Abdullah Al;  Xiong, Haoyi;  Li, Jing;  Li, Li;  Chen, Hongyang;  Wang, Jun;  Dou, Dejing;  Guo, Zhishan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Deep Learning  Hardware  Internet Of Things  Internet Of Things  Machine Learning  Machine Learning Algorithms  Real-time Systems  Real-time Systems.  Scheduling  Scheduling Algorithms  Sensors  Task Analysis  
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Journal article
Neural Processing Letters, 2022
Authors:  Li, Xingjian;  Xiong, Haoyi;  An, Haozhe;  Xu, Chengzhong;  Dou, Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Deep learning  Neural networks  Soft label  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021,Volume: 8,Issue: 22,Page: 16666-16679
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/05/31
Internet Of Vehicles (Iov).  Magnetic Domains  Magnetic Sensing  Magnetic Sensors  Monitoring  Perpendicular Magnetic Anisotropy  Roads  Sensors  Time-frequency Analysis  Traffic Monitoring  Vehicle Type Classification  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut Journal article
IEEE Transactions on Multimedia, 2020
Authors:  Zhao,Baoxin;  Xiong,Haoyi;  Bian,Jiang;  Guo,Zhishan;  Xu,Cheng Zhong;  Dou,Dejing
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Computer Architecture  Convolution  Convolutional Neural Networks  Deep Learning  Spatial Resolution  Transforms  
RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors:  Li,Xingjian;  Xiong,Haoyi;  An,Haozhe;  Xu,Chengzhong;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/05/31
SmartPC: Hierarchical pace control in real-time federated learning system Conference paper
Proceedings - Real-Time Systems Symposium
Authors:  Li,Li;  Xiong,Haoyi;  Guo,Zhishan;  Wang,Jun;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:18 | Submit date:2021/03/09
Energy efficiency  Federated Learning  Real-time scheduling  
Real-time frequency regulation using aggregated electric vehicles in smart grid Journal article
Computers and Industrial Engineering, 2019,Volume: 134,Page: 11-26
Authors:  Islam, Md Monirul;  Zhong, Xiao;  Sun, Zeyi;  Xiong, Haoyi;  Hu, Wenqing
Favorite |  | TC[WOS]:20 TC[Scopus]:23 | Submit date:2022/05/17
Electric vehicle  Frequency regulation  Real-time  Smart grid  
Moving second generation biofuel manufacturing forward: Investigating economic viability and environmental sustainability considering two strategies for supply chain restructuring Journal article
Applied Energy, 2019,Volume: 242,Page: 1467-1496
Authors:  Kesharwani, Rajkamal;  Sun, Zeyi;  Dagli, Cihan;  Xiong, Haoyi
Favorite |  | TC[WOS]:28 TC[Scopus]:31 | Submit date:2022/04/15
Biofuel Supply Chain  Biomass Preprocessing  Cellulosic Biofuel Manufacturing  Corn Stover  Greenhouse Gas Emission