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A method and device for training classification models and data classification Patent
专利类型: 发明专利Invention,
Authors:  Kafeng Wang;  Chengzhong Xu;  Haoyi Xiong;  Xingjian Li;  Dejing Dou
Favorite |  | Submit date：2022/08/29
Deep Learning  Efficiency  Neural Network  Compression  Dynamic Computing  
Toward Efficient Automated Feature Engineering Conference paper
Kafeng Wang, Pengyang Wang, Chengzhong Xu. Toward Efficient Automated Feature Engineering[C]:IEEE Computer Society, 2023, 1625-1637.
Authors:  Kafeng Wang;  Pengyang Wang;  Chengzhong Xu
Favorite | TC[Scopus]:1 | Submit date：2023/07/18
Approximate Hashing  Automated Feature Engineering  Minhash  Off-policy  Reinforcement Learning  
Learning Moving-Object Tracking with FMCW LiDAR Conference paper
Yi Gu, Hongzhi Cheng, Kafeng Wang, Dejing Dou, Chengzhong Xu, Hui Kong. Learning Moving-Object Tracking with FMCW LiDAR[C], 2022, 3747-3753.
Authors:  Yi Gu;  Hongzhi Cheng;  Kafeng Wang;  Dejing Dou;  Chengzhong Xu; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3 | Submit date：2022/08/30
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing Journal article
Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu. SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(22), 16666-16679.
Authors:  Kafeng Wang;  Haoyi Xiong;  Jie Zhang;  Hongyang Chen;  Dejing Dou; et al.
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:8.2/9.0 | Submit date：2022/08/22
Internet Of Vehicles (Iov)  Magnetic Sensing  Traffic Monitoring  Vehicle-type Classification  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
Wang,Kafeng, Xiong,Haoyi, Zhang,Jie, Chen,Hongyang, Dou,Dejing, Xu,Cheng Zhong. SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(22), 16666-16679.
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing; et al.
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:8.2/9.0 | Submit date：2021/05/31
Internet Of Vehicles (Iov)  Traffic Monitoring  Magnetic Sensing  Vehicle-type Classification  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
Wang,Kafeng, Xiong,Haoyi, Bian,Jiang, Zhu,Zhanxing, Gao,Qian, Guo,Zhishan, Xu,Cheng Zhong, Huan,Jun, Dou,Dejing. Sampling sparse representations with randomized measurement langevin dynamics[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 15(2).
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.0/3.9 | Submit date：2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
Pay Attention to Features, Transfer Learn Faster CNNs Conference paper
Wang, Kafeng, Gao, Xitong, Zhao, Yiren, Li, Xingjian, Dou, Dejing, Xu, Cheng-Zhong. Pay Attention to Features, Transfer Learn Faster CNNs[C], 2020.
Authors:  Wang, Kafeng;  Gao, Xitong;  Zhao, Yiren;  Li, Xingjian;  Dou, Dejing; et al.
Favorite | TC[Scopus]:30 | Submit date：2022/01/26
Transfer Learning  Pruning  Faster Cnns