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SDM
2010
SIAM
184views Data Mining» more  SDM 2010»
13 years 11 months ago
A Robust Decision Tree Algorithm for Imbalanced Data Sets
We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V...
SPLC
2010
13 years 11 months ago
Delta-Oriented Programming of Software Product Lines
Feature-oriented programming (FOP) implements software product lines by composition of feature modules. It relies on the principles of stepwise development. Feature modules are int...
Ina Schaefer, Lorenzo Bettini, Viviana Bono, Ferru...
NIPS
2007
13 years 11 months ago
Structured Learning with Approximate Inference
In many structured prediction problems, the highest-scoring labeling is hard to compute exactly, leading to the use of approximate inference methods. However, when inference is us...
Alex Kulesza, Fernando Pereira
MVA
1994
195views Computer Vision» more  MVA 1994»
13 years 11 months ago
A Fast Corner Detection Algorithm Based on Area Deviation
A new algorithm, based on area-deviation, is proposed for the detection of corner points of digitized curves. The algorithm consists of two steps. In the first step, a fixed-lengt...
Hao Zhou, Lejun Shao
HASE
2008
IEEE
13 years 11 months ago
HyperMIP: Hypervisor Controlled Mobile IP for Virtual Machine Live Migration across Networks
Live migration provides transparent load-balancing and fault-tolerant mechanism for applications. When a Virtual Machine migrates among hosts residing in two networks, the network...
Qin Li, Jinpeng Huai, Jianxin Li, Tianyu Wo, Minxi...