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» The GREC Challenges 2010: Overview and Evaluation Results
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BICOB
2010
Springer
15 years 6 months ago
Biological Relevance Detection via Network Dynamic Analysis
Most existing approaches for gene selection are based on evaluating the statistical relevance. However, there are remarkable discrepancies between statistical relevance and biolog...
Zheng Zhao, Huan Liu, Jiangxin Wang, Yung Chang
PERCOM
2010
ACM
15 years 5 months ago
Orchestrator: An active resource orchestration framework for mobile context monitoring in sensor-rich mobile environments
— In this paper, we present Orchestrator, an active resource orchestration framework for mobile context monitoring. Emerging pervasive environments will introduce a PAN-scale sen...
Seungwoo Kang, Youngki Lee, Chulhong Min, Younghyu...
98
Voted
AAAI
2010
15 years 3 months ago
Reinforcement Learning Via Practice and Critique Advice
We consider the problem of incorporating end-user advice into reinforcement learning (RL). In our setting, the learner alternates between practicing, where learning is based on ac...
Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Di...
CEC
2010
IEEE
15 years 3 months ago
Two novel Ant Colony Optimization approaches for Bayesian network structure learning
Learning Bayesian networks from data is an N-P hard problem with important practical applications. Several researchers have designed algorithms to overcome the computational comple...
Yanghui Wu, John A. W. McCall, David W. Corne
PKDD
2010
Springer
128views Data Mining» more  PKDD 2010»
15 years 9 days ago
Learning to Tag from Open Vocabulary Labels
Most approaches to classifying media content assume a fixed, closed vocabulary of labels. In contrast, we advocate machine learning approaches which take advantage of the millions...
Edith Law, Burr Settles, Tom M. Mitchell