Biomedical semantic indexing by deep neural network with multi-task learning

被引:0
作者
Yongping Du
Yunpeng Pan
Chencheng Wang
Junzhong Ji
机构
[1] Beijing University of Technology,Faculty of Information Technology
来源
BMC Bioinformatics | / 19卷
关键词
Multi-label classification; Biomedical semantic indexing; Data mining; Natural language processing; Multi-task learning; Word embedding;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
[41]   Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing [J].
Mills, Jed ;
Hu, Jia ;
Min, Geyong .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 33 (03) :630-641
[42]   Convex Multi-Task Learning with Neural Networks [J].
Ruiz, Carlos ;
Alaiz, Carlos M. ;
Dorronsoro, Jose R. .
HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2022, 2022, 13469 :223-235
[43]   Cancer Classification with Multi-task Deep Learning [J].
Liao, Qing ;
Jiang, Lin ;
Wang, Xuan ;
Zhang, Chunkai ;
Ding, Ye .
2017 INTERNATIONAL CONFERENCE ON SECURITY, PATTERN ANALYSIS, AND CYBERNETICS (SPAC), 2017, :76-81
[44]   Multi-Task Learning for Food Identification and Analysis with Deep Convolutional Neural Networks [J].
Zhang, Xi-Jin ;
Lu, Yi-Fan ;
Zhang, Song-Hai .
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2016, 31 (03) :489-500
[45]   Multi-Task Learning for Food Identification and Analysis with Deep Convolutional Neural Networks [J].
Xi-Jin Zhang ;
Yi-Fan Lu ;
Song-Hai Zhang .
Journal of Computer Science and Technology, 2016, 31 :489-500
[46]   Multi-task Deep Learning for Image Understanding [J].
Yu, Bo ;
Lane, Ian .
2014 6TH INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR), 2014, :37-42
[47]   MTLV: A Library for Building deep multi-task learning Architectures [J].
Rahimi, Fatemeh ;
Milios, Evangelos E. ;
Matwin, Stan .
PROCEEDINGS OF THE 21ST ACM SYMPOSIUM ON DOCUMENT ENGINEERING (DOCENG '21), 2021,
[48]   Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning [J].
Zhengqi Wen ;
Kehuang Li ;
Zhen Huang ;
Chin-Hui Lee ;
Jianhua Tao .
Journal of Signal Processing Systems, 2018, 90 :1025-1037
[49]   Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning [J].
Wen, Zhengqi ;
Li, Kehuang ;
Huang, Zhen ;
Lee, Chin-Hui ;
Tao, Jianhua .
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 90 (07) :1025-1037
[50]   IMPROVING SPEECH RECOGNITION IN REVERBERATION USING A ROOM-AWARE DEEP NEURAL NETWORK AND MULTI-TASK LEARNING [J].
Giri, Ritwik ;
Seltzer, Michael L. ;
Droppo, Jasha ;
Yu, Dong .
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, :5014-5018