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105
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ICASSP
2009
IEEE
15 years 9 months ago
Robust cross-race gene expression analysis
This paper develops a Bayesian network (BN) predictor to profile cross-race gene expression data. Cross-race studies face more data variability than single-lab studies. Our desig...
Hsun-Hsien Chang, Marco Ramoni
118
Voted
SDM
2007
SIAM
140views Data Mining» more  SDM 2007»
15 years 4 months ago
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
137
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NIPS
2001
15 years 4 months ago
On the Generalization Ability of On-Line Learning Algorithms
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
138
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SSDBM
2006
IEEE
140views Database» more  SSDBM 2006»
15 years 8 months ago
A Dynamic Mobility Histogram Construction Method Based on Markov Chains
With the recent progress of spatial information technologies and communication technologies, it has become easier to track positions of a large number of moving objects in real-ti...
Yoshiharu Ishikawa, Yoji Machida, Hiroyuki Kitagaw...
143
Voted
CODES
2009
IEEE
15 years 6 months ago
Building heterogeneous reconfigurable systems with a hardware microkernel
Field Programmable Gate Arrays (FPGAs) have long held the promise of allowing designers to create systems with performance levels close to custom circuits but with a softwarelike ...
Jason Agron, David L. Andrews