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PRL
2008
91views more  PRL 2008»
14 years 11 months ago
Fuzzy relevance vector machine for learning from unbalanced data and noise
Handing unbalanced data and noise are two important issues in the field of machine learning. This paper proposed a complete framework of fuzzy relevance vector machine by weightin...
Dingfang Li, Wenchao Hu, Wei Xiong, Jin-Bo Yang
BMEI
2009
IEEE
14 years 9 months ago
The Finitely Geometric Symptom Analysis in the Glioma Survival Study
Novel approach for statistical inference in survival analysis based on factor or dichotomic variables is proposed. We are seeking for the most informative finitely linear combinat...
Nina Alexeyeva, Ivan Smirnov, Polina Gracheva, Bor...
SDM
2012
SIAM
312views Data Mining» more  SDM 2012»
13 years 2 months ago
Drought Detection of the Last Century: An MRF-based Approach
Droughts are one of the most damaging climate-related hazards. The late 1960s Sahel drought in Africa and the North American Dust Bowl of the 1930s are two examples of severe drou...
Qiang Fu, Arindam Banerjee, Stefan Liess, Peter K....
SIGCSE
2005
ACM
123views Education» more  SIGCSE 2005»
15 years 5 months ago
Diversifying the images of computer science: undergraduate women take on the challenge!
This paper tells the story of a student initiative, driven by a desire to diversify the images that surround the field of computer science and those who work in it. Categories and...
Carol Frieze
COLT
2008
Springer
15 years 1 months ago
Learning from Collective Behavior
Inspired by longstanding lines of research in sociology and related fields, and by more recent largepopulation human subject experiments on the Internet and the Web, we initiate a...
Michael Kearns, Jennifer Wortman