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Dual Compensation Residual Networks for Class Imbalanced Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11733-11752
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：13/0  |  提交时间：2023/12/04
Class imbalance learning  class-incremental learning  residual path  
FedIERF: Federated Incremental Extremely Random Forest for Wearable Health Monitoring 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 5, 页码: 970-984
作者:  Hu, Chun-Yu;  Hu, Li-Sha;  Yuan, Lin;  Lu, Dian-Jie;  Lyu, Lei;  Chen, Yi-Qiang
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
federated learning  incremental learning  random forest  wearable health monitoring  
Rethinking class orders and transferability in class incremental learning 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 161, 页码: 67-73
作者:  He, Chen;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：16/0  |  提交时间：2023/07/12
Transferability  Class incremental learning  Class order  
Disagreement-based class incremental random forest for sensor-based activity recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 239, 页码: 15
作者:  Hu, Chunyu;  Chen, Yiqiang;  Hu, Lisha;  Yu, Han;  Lu, Dianjie
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Class incremental learning  Activity recognition  Random forest  Semi-supervised learning  
Adaptive coefficient-based kernelized network for personalized activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 23
作者:  Hu, Lisha;  Hu, Chunyu;  Jiang, Xinlong;  Huo, Zheng
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Incremental learning  Activity recognition  Neural network  Wearable device  
A Novel Feature Incremental Learning Method for Sensor-Based Activity Recognition 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1038-1050
作者:  Hu, Chunyu;  Chen, Yiqiang;  Peng, Xiaohui;  Yu, Han;  Gao, Chenlong;  Hu, Lisha
收藏  |  浏览/下载：272/0  |  提交时间：2019/08/16
Feature incremental learning  activity recognition  random forest  
Hybrid incremental learning of new data and new classes for hand-held object recognition 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2019, 卷号: 58, 页码: 138-148
作者:  Chen, Chengpeng;  Min, Weiqing;  Li, Xue;  Jiang, Shuqiang
收藏  |  浏览/下载：76/0  |  提交时间：2019/04/03
Incremental learning  Object recognition  SVM  Human-machine interaction  
Self-organizing weighted incremental probabilistic latent semantic analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 12, 页码: 1987-1998
作者:  Li, Ning;  Luo, Wenjuan;  Yang, Kun;  Zhuang, Fuzhen;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载：72/0  |  提交时间：2019/08/16
Probabilistic latent semantic analysis  Weighted incremental learning  Similarity  Big data  
A novel random forests based class incremental learning method for activity recognition 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 78, 页码: 277-290
作者:  Hu, Chunyu;  Chen, Yiqiang;  Hu, Lisha;  Peng, Xiaohui
收藏  |  浏览/下载：72/0  |  提交时间：2019/12/10
Class incremental learning  Activity recognition  Random forests  
Automating Characterization Deployment in Distributed Data Stream Management Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 12, 页码: 2669-2681
作者:  Wang, Chunkai;  Meng, Xiaofeng;  Guo, Qi;  Weng, Zujian;  Yang, Chen
收藏  |  浏览/下载：64/0  |  提交时间：2019/12/12
Stream processing system  relational query system  incremental learning  modeling and prediction