Hua Yuan
Professional Title:Professor
Supervisor of Doctorate Candidates
Data Mining
Yu Qian, Yang Du, Xiongwen Deng, Baojun Ma, Qiongwei Ye and Hua Yuan, Detecting New Chinese Words from Massive Domain Texts with Word Embedding, Accepted byJournal of Information Science 2018.
Baojun Ma, Hua Yuan*, Ye Wu, Exploring performance of clustering methods on document sentiment analysis. Journal of Information Science (JIS), Vol. 43, No. 1, pp.54-74, 2017.
YUAN Hua, YANG Rui, QIAN Yu*, LUO Qian, On Detecting Event Periodicity in Binary Data Series (in Chinese). Journal of Industrial Engineering and Engineering Management(JIEEM), Vol. 29, No.4, pp.133-139, 2015.
Junjie Wu*, Hua Yuan, Hui Xiong, Guoqing Chen, Validation of overlapping clustering: A random clustering perspective. Information Sciences (INS), Volume 180, Issue 22, 15 Novem- ber 2010, Pages 4353-4369.
Y. Chen, et al.@TOMM: Beyond Songs: Analyzing User Sentiment Through Music Playlists and Multimodal Data;
# It is more meaningful to identify the listeners’ relatively stable and sustained emotions or sentiments, evoked by their cumulative listening experience, than by focusing solely on the effects of a single song;
# The sentiment expressed in a playlist is not simply a sum of the sentiments expressed in the individual songs;
# The audio data play a more significant role in recognizing playlist sentiments than textual data such as lyrics and synopses.
# NMF-based List-Song Relationship Factorization:
