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KDD
2010
ACM
175views Data Mining» more  KDD 2010»
15 years 1 months ago
Learning with cost intervals
Existing cost-sensitive learning methods work with unequal misclassification cost that is given by domain knowledge and appears as precise values. In many real-world applications,...
Xu-Ying Liu, Zhi-Hua Zhou
CORR
2010
Springer
80views Education» more  CORR 2010»
14 years 9 months ago
Multi-path Probabilistic Available Bandwidth Estimation through Bayesian Active Learning
Knowing the largest rate at which data can be sent on an end-to-end path such that the egress rate is equal to the ingress rate with high probability can be very practical when ch...
Frederic Thouin, Mark Coates, Michael Rabbat
ICMI
2009
Springer
147views Biometrics» more  ICMI 2009»
15 years 4 months ago
Multimodal end-of-turn prediction in multi-party meetings
One of many skills required to engage properly in a conversation is to know the appropiate use of the rules of engagement. In order to engage properly in a conversation, a virtual...
Iwan de Kok, Dirk Heylen
185
Voted

Book
336views
16 years 6 months ago
C++: A Dialog
"Assuming that you want to learn C++, why should you read this book rather than any of dozens of other introductory C++ books? One difference between this book and other intro...
Steve Heller
CVPR
2005
IEEE
15 years 11 months ago
Feature Kernel Functions: Improving SVMs Using High-Level Knowledge
Kernel functions are often cited as a mechanism to encode prior knowledge of a learning task. But it can be difficult to capture prior knowledge effectively. For example, we know ...
Qiang Sun, Gerald DeJong