“Sunwei”的版本间的差异

2018年10月30日 (二) 21:04的版本

M.Sc. Student @ IIP Group
Department of Computer Science and Technology
Nanjing University

Email: weisun_@outlook.com

Supervisor

Biography

I received my B.Sc. degree in of Soochow University in June 2017. In the same year, I was admitted to study for a Master degree in Nanjing University without entrance examination. Currently I am a second year M.Sc. student of Department of Computer Science and Technology in Nanjing University and a member of IIP Group, led by professor Jun-Yuan Xie and Chong-Jun Wang.

Research Interest

I am interested in Machine Learning and Multi-label Learning.
Specifically, now my first work is to exploit label correlations on multi-label learning, i.e. On Multi-label Text Classification (MLTC), text features can be regarded as detailed description of documents and label sets can be a summarization of documents. Hybrid Topics from text features and label sets by LDA (a method of topic model) can effectively represent the whole label correlations.

Resources

Extreme Classiﬁcation Repository: for large-scale multi-label datasets and off-the-shelf eXtreme Multi-Label Learning (XML) solvers.
Mulan Multi-Label Learning Datasets: regular/traditional multi-label learning datasets.
Related Works: This page categorizes a list of works of my interest, mainly in Multi-Label Learning.

Rewards or Honors

@@ 第29行： / 第29行： @@
 *I am interested in Machine Learning and Multi-label Learning.&nbsp;
+*Specifically, now my first work is to exploit label correlations on multi-label learning, i.e. On Multi-label Text Classification (MLTC), text features can be regarded as detailed description of documents and label sets can be a summarization of documents. Hybrid Topics from text features and label sets by LDA (a method of topic model) can effectively&nbsp;represent the whole label correlations.
 <span style="font-size:larger;"><span style="color:#3498db;">'''Resources'''</span></span>