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HICSS
2008
IEEE
122views Biometrics» more  HICSS 2008»
15 years 11 months ago
A Meta-theory for Understanding IS in Socio-technical Systems
Information systems (IS) research often attempts to examine and explain how technology leads to outcomes through usage of information technology (IT). Although extensive research ...
Dominic M. Thomas, Saurabh Gupta, Robert P. Bostro...
ICDM
2008
IEEE
230views Data Mining» more  ICDM 2008»
15 years 11 months ago
Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State
This paper studies evolutionary clustering, which is a recently hot topic with many important applications, noticeably in social network analysis. In this paper, based on the rece...
Tianbing Xu, Zhongfei (Mark) Zhang, Philip S. Yu, ...
ICDM
2008
IEEE
145views Data Mining» more  ICDM 2008»
15 years 11 months ago
Paired Learners for Concept Drift
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...
Stephen H. Bach, Marcus A. Maloof
ICPP
2008
IEEE
15 years 11 months ago
Parallelization and Characterization of Probabilistic Latent Semantic Analysis
Probabilistic Latent Semantic Analysis (PLSA) is one of the most popular statistical techniques for the analysis of two-model and co-occurrence data. It has applications in inform...
Chuntao Hong, Wenguang Chen, Weimin Zheng, Jiulong...
ICPR
2008
IEEE
15 years 11 months ago
Representative feature chain for single gallery image face recognition
Under the constraint of using only a single gallery image per person, this paper proposes a fast multi-class pattern classification approach to 2D face recognition robust to chan...
Shaokang Chen, Conrad Sanderson, Sai Sun, Brian C....