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A Dirichlet process biterm-based mixture model for short text stream clustering Journal article
Applied Intelligence, 2020,Volume: 50,Issue: 5,Page: 1609-1619
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2021/03/09
Data Mining  Stream Clustering  Topic Modeling  
A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite |  | TC[WOS]:14 TC[Scopus]:15 | Submit date:2021/03/09
Clustering  Data Mining  Nonparametric Model  Online Topic Discovery  Topic Model  Word Embeddings  
Continuous Top-K monitoring on document streams (extended Abstract) Conference paper
Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018
Authors:  Leong Hou,U.;  Zhang,Junjie;  Mouratidis,Kyriakos;  Li,Ye
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Continuous query  Document stream  Top k query  
Continuous Top-k Monitoring on Document Streams Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017,Volume: 29,Issue: 5,Page: 991-1003
Authors:  Hou, Leong U.;  Zhang, Junjie;  Mouratidis, Kyriakos;  Li, Ye
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2018/10/30
Top-k query  continuous query  document stream  
Semantic Inference on Clinical Documents: Combining Machine Learning Algorithms with an Inference Engine for Effective Clinical Diagnosis and Treatment Journal article
IEEE Access, 2017,Volume: 5,Page: 3529-3546
Authors:  Shuo Yang;  Ran Wei;  Jingzhi Guo;  Lida Xu
Favorite |  | TC[WOS]:13 TC[Scopus]:21 | Submit date:2019/02/13
Big Data  Case-based Reasoning  Clinical Diagnosis  Data Stream Mining  Decision Tree  Disease Detection  Electronic Health Record  Medical Record  Semantic Integration