多源域集成迁移学习的研究

61876166
2018
F0603.机器学习
杨云
面上项目
教授
云南大学
62万元
特征提取;多源领域;深度学习;迁移学习;集成学习
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 A Weighted Multi-Feature Transfer Learning Framework for Intelligent Medical Decision Making 期刊论文 Yun Yang;Jing Guo;Qiongwei Ye;Yuelong Xia;Po Yang;Amin Ullah;Khan Muhammad
2 Efficient Perturbation Inference and Expandable Network for continual learning 期刊论文 Fei Du;Yun Yang;Ziyuan Zhao;Zeng Zeng
3 Using Multi-Scale Convolutional Neural Network Based on Multi-Instance Learning to Predict the Efficacy of Neoadjuvant Chemoradiotherapy for Rectal Cancer 期刊论文 Dehai Zhang;Yongchun Duan;Jing Guo;Yaowei Wang;Yun Yang;Zhenhui Li;Kelong Wang;Lin Wu;Minghao Yu
4 Multi-Label Classification with Weighted Classifier Selection and Stacked Ensemble 期刊论文 Yuelong Xia;Ke Chen;Yun Yang
5 Multi-layer information fusion based on graph convolutional network for knowledge-driven herb recommendation 期刊论文 Yun Yang;Yulong Rao;Minghao Yu;Yan Kang
6 Multi-Source Transfer Learning via Ensemble Approach for Initial Diagnosis of Alzheimer's Disease 期刊论文 Yang Yun;Li Xinfa;Wang Pei;Xia Yuelong;Ye Qiongwei
7 一种基于信息检索的多索引集成软件构件检索方法及系统 专利 王炜;何云;李彤;杨云
8 基于半监督多任务学习的医疗数据分类模型的构建方法 专利 杨云;贾雪阔
9 一种结合快速表示学习和语义学习的睡眠阶段分期系统 专利 向鸿鑫;杨云
10 基于多粒度卷积降噪自动编码器技术的医疗图像分类方法 专利 杨云;曹丽娟;杨珀
11 零样本学习综述 期刊论文 王泽深;杨云;向鸿鑫;柳青
12 CWC-transformer: a visual transformer approach for compressed whole slide image classification 期刊论文 Yaowei Wang;Jing Guo;Yun Yang;Yan Kang;Yuelong Xia;Zhenhui Li;Yongchun Duan;Kelong Wang
13 全国高校人工智能与大数据学术创新奖 奖励 杨云
14 第九届“中国侨届贡献奖”二等奖 奖励 杨云
15 A Multi-classification Accessment Framework for Reproducible Evaluation of Multimodal Learning in Alzheimer's Disease 期刊论文 Fengtao Nan;Shunbao Li;Jiayu Wang;Yahui Tang;Jun Qi;Menghui Zhou;Zhong Zhao;Yun Yang;Po Yang
16 Privacy-Preserving enabled Lightweight COVID-19 Simulation Model for Mobile Intelligent Application 期刊论文 Shuhao Zhang;Gaoshan Bi;Jun Qi;Yun Yang;Xiangzeng Kong;Fengtao Nan;Menghui Zhou;Po Yang
17 集成学习方法: 研究综述 期刊论文 徐继伟;杨云
18 基于特征补偿的单目标跟踪算法 期刊论文 白扬;曹丽娟;胡媛媛;杨云
19 A novel feature relearning method for automatic sleep staging based on single-channel EEG 期刊论文 Yujie Tao;Yun Yang;Po Yang;Fengtao Nan;Yan Zhang;Yulong Rao;Fei Du
20 全国高校人工智能大数据区块链创新人物奖 奖励 杨云
21 Reservoir Hosts Prediction for COVID-19 by Hybrid Transfer Learning Model 期刊论文 Yun Yang;Jing Guo;Pei Wang;Yaowei Wang;Minghao Yu;Xiang Wang;Po Yang;Liang Sun
22 基于迁移学习技术的面部表情识别方法 专利 杨云;赵航
23 基于智能学习的系统建模及控制研究 奖励 那靖;杨云;高冠斌
24 A novel sub-Kmeans based on co-training approach by transforming single-view into multi-view 期刊论文 Fengtao Nan;Yahui Tang;Po Yang;Zhenli He;Yun Yang
25 Effective multilayer hybrid classification approach for automatic bridge health assessment on large-scale uncertain data 期刊论文 Yun Yang;Fengtao Nan;Po Yang
26 不平衡数据挖掘方法综述 期刊论文 向鸿鑫;杨云
27 Information Maximizing Adaptation Network With Label Distribution Priors for Unsupervised Domain Adaptation 期刊论文 Pei Wang;Yun Yang;Yuelong Xia;Kun Wang;Xingyi Zhang;Song Wang
28 A local-neighborhood information based overlapping community detection algorithm for large-scale complex networks 期刊论文 Fan Cheng;Congtao Wang;Xingyi Zhang;Yun Yang
29 A Fast Texture-to-Stain Adversarial Stain Normalization Network for Histopathological Images 会议论文 Qi Jia;Jing Guo;Fei Du;Peng Yang;Yun Yang
30 基于深度树状训练策略的分段式选择集成图像分类方法 专利 杨云;胡媛媛
31 Class knowledge overlay to visual feature learning for zero-shot image classification 期刊论文 Cheng Xie;Ting Zeng;Hongxin Xiang;Keqin Li;Yun Yang;Qing Liu
32 一种简单的共享式多层梯度补给方法 期刊论文 杜飞;杨云;胡媛媛;曹丽娟
33 Two-Stage Selective Ensemble of CNN via Deep Tree Training for Medical Image Classification 期刊论文 Yun Yang;Yuanyuan Hu;Xingyi Zhang;Song Wang
34 Multi-knowledge Fusion Network for Generalized Zero-shot Learning 会议论文 Hongxin Xiang;Cheng Xie;Ting Zeng;Yun Yang
35 Cross Knowledge-based Generative Zero-Shot Learning approach with Taxonomy Regularization 期刊论文 Cheng Xie;Hongxin Xiang;Ting Zeng;Yun Yang;Beibei Yu;Qing Liu
36 Multilayer Internet-of-Things Middleware Based on Knowledge Graph 期刊论文 Cheng Xie;Beibei Yu;Zuoying Zeng;Yun Yang;Qing Liu
37 A novel sleep stage classification via combination of fast representation learning and semantic-to-signal learning 会议论文 Hongxin Xiang;Ting Zeng;Yun Yang
38 Rolling Interventions for Controlling COVID-19 Outbreaks in the UK to Reduce Healthcare Demand 会议论文 Po Yang;Jun Qi;Yun Yang;Shuhao Zhang;Gaoshan Bi
39 基于半监督的纠错学习的桥梁健康等级确定方法 专利 杨云;杨璐晖;黄雪梅;黄韶峰
查看更多信息请先登录或注册

相关项目

趋势报告

经验分享