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FGR
2006
IEEE
297views Biometrics» more  FGR 2006»
15 years 8 months ago
Automatic Skin Segmentation for Gesture Recognition Combining Region and Support Vector Machine Active Learning
Skin segmentation is the cornerstone of many applications such as gesture recognition, face detection, and objectionable image filtering. In this paper, we attempt to address the ...
Junwei Han, George Awad, Alistair Sutherland, Hai ...
BMCBI
2007
129views more  BMCBI 2007»
15 years 2 months ago
Exploring inconsistencies in genome-wide protein function annotations: a machine learning approach
Background: Incorrectly annotated sequence data are becoming more commonplace as databases increasingly rely on automated techniques for annotation. Hence, there is an urgent need...
Carson M. Andorf, Drena Dobbs, Vasant Honavar
122
Voted
DSN
2006
IEEE
15 years 8 months ago
Honeypot-Aware Advanced Botnet Construction and Maintenance
Because “botnets” can be used for illicit financial gain, they have become quite popular in recent Internet attacks. “Honeypots” have been successfully deployed in many d...
Cliff Changchun Zou, Ryan Cunningham
ICML
2007
IEEE
16 years 3 months ago
Adaptive dimension reduction using discriminant analysis and K-means clustering
We combine linear discriminant analysis (LDA) and K-means clustering into a coherent framework to adaptively select the most discriminative subspace. We use K-means clustering to ...
Chris H. Q. Ding, Tao Li
127
Voted
COLT
1998
Springer
15 years 6 months ago
Large Margin Classification Using the Perceptron Algorithm
We introduce and analyze a new algorithm for linear classification which combines Rosenblatt's perceptron algorithm with Helmbold and Warmuth's leave-one-out method. Like...
Yoav Freund, Robert E. Schapire