A unified framework for model-based clustering
ZhongShi , GhoshJoydeep
Journal of Machine Learning Research
1
2003
Generative model-based document clustering: a comparative study
GhoshJoydeep , ZhongShi
Knowledge and Information Systems
1
2005
CLUSTERING-BASED NETWORK INTRUSION DETECTION
SHI ZHONG , TAGHI M. KHOSHGOFTAAR , NAEEM SELIYA
International Journal of Reliability, Quality and Safety Engineering 14 ( 02) 169 -187
105
2007
SEMI-SUPERVISED SEQUENCE CLASSIFICATION WITH HMMs
SHI ZHONG
International Journal of Pattern Recognition and Artificial Intelligence 19 ( 02) 165 -182
13
2005
Scalable, Balanced Model-based Clustering.
Shi Zhong , Joydeep Ghosh
siam international conference on data mining 71 -82
34
2003
Efficient streaming text clustering
Shi Zhong
international joint conference on neural network 18 790 -798
187
2005
Enhancing software quality estimation using ensemble-classifier based noise filtering
Taghi M. Khoshgoftaar , Shi Zhong , Vedang Joshi
intelligent data analysis 9 ( 1) 3 -27
58
2005
Semi-supervised model-based document clustering: A comparative study
Shi Zhong
Machine Learning 65 ( 1) 3 -29
55
2006
Pairwise Constraints-Guided Dimensionality Reduction
Wei Tang , Shi Zhong
Computational Methods of Feature Selection 295 -312
8
2007
Enhancing semi-supervised clustering
Wei Tang , Hui Xiong , Shi Zhong , Jie Wu
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 707 -716
110
2007
Online advertisement campaign optimisation
Weiguo Liu , Shi Zhong , Mayank Chaudhary , Shyam Kapur
International Journal of Services Operations and Informatics 4 ( 1) 3
2
2009
ISRL: intelligent search by reinforcement learning in unstructured peer-to-peer networks
Xiuqi Li , Jie Wu , Shi Zhong
International Journal of Parallel, Emergent and Distributed Systems 23 ( 1) 17 -44
2
2008
Decision boundary focused neural network classifier
Shi Zhong , Joydeep Ghosh
Intelligent Engineering Systems Through Artificial Neural Networks (ANNIE)
17
2000
Enhancing semi-supervised clustering: a feature projection perspective
Wei Tang , Hui Xiong , Shi Zhong , Jie Wu
707 -716
175
2007
A comparative study of generative models for document clustering
Shi Zhong , Joydeep Ghosh
Proceedings of the workshop on clustering high dimensional data and its applications in SIAM data mining conference
149
2003
A new formulation of coupled hidden Markov models
Shi Zhong , Joydeep Ghosh
Dept. Elect. Comput. Eng., Univ. Austin, Austin, TX, USA
56
2001
A unified framework for modelbased clustering and its applications to clustering time sequences
Shi Zhong , Joydeep Ghosh
Intelligent Engineering Systems through Artificial Neural Networks (Proc. ANNIE)
10
2002
Distance-coupled hidden markov models
Shi Zhong , Joydeep Ghosh
Technical report, Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, USA
2
2001
Noise elimination with ensemble-classifier filtering for software quality estimation
Taghi M Khoshgoftaar , Shi Zhong , Vedang Joshi
Intelligent Data Analysis: An International Journal 9 ( 1) 3 -27
35
2005
Evaluating clustering techniques for network intrusion detection
Shi Zhong , Taghi M Khoshgoftaar , Naeem Seliya
10th ISSAT Int. Conf. on Reliability and Quality Design 149 -155
26
2004