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GraphIoT: Lightweight IoT Device Detection Based on Graph Classifiers and Incremental Learning 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 6, 页码: 3758-3772
作者:  Yin, Yansong;  Xie, Kun;  He, Shiming;  Li, Yanbiao;  Wen, Jigang;  Diao, Zulong;  Zhang, Dafang;  Xie, Gaogang
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Internet of Things  Logic gates  Feature extraction  Protocols  Learning systems  Object recognition  IP networks  Graph neural networks  incremental learning  IoT device detection  
Introspective GAN: Learning to grow a GAN for incremental generation and classification 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 151, 页码: 12
作者:  He, Chen;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：18/0  |  提交时间：2024/12/06
Incremental learning  Catastrophic forgetting  Generative Adversarial Networks  
Domain-incremental learning without forgetting based on random vector functional link networks 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 151, 页码: 12
作者:  Liu, Chong;  Wang, Yi;  Li, Dong;  Wang, Xizhao
收藏  |  浏览/下载：13/0  |  提交时间：2024/12/06
Incremental learning  Domain-incremental learning  RVFL network  Catastrophic forgetting  Privacy preservation  
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：40/0  |  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：32/0  |  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：37/0  |  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：46/0  |  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：67/0  |  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：295/0  |  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：96/0  |  提交时间：2019/04/03
Incremental learning  Object recognition  SVM  Human-machine interaction