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MCS
2010
Springer
14 years 22 days ago
Tomographic Considerations in Ensemble Bias/Variance Decomposition
Abstract. Classifier decision fusion has been shown to act in a manner analogous to the back-projection of Radon transformations when individual classifier feature sets are non o...
David Windridge
CIARP
2008
Springer
14 years 22 days ago
Measuring the Related Properties of Linearity and Elongation of Point Sets
The concept of elongation is generally well understood. However, there is no clear, precise, mathematical definition of elongation in any dictionary we could find. We propose that ...
Milos Stojmenovic, Amiya Nayak
ACMACE
2005
ACM
14 years 22 days ago
AI middleware as means for improving gameplay
Current commercial AI middleware are still far from being a generic and flexible tool for developing computer games. Also the literature lacks proposals in this field. In this w...
Börje Karlsson, Bruno Feijó
AIPR
2006
IEEE
14 years 22 days ago
Semi-automated 3-D Building Extraction from Stereo Imagery
The production of geospatial information from overhead imagery is generally a labor-intensive process. Analysts must accurately delineate and extract important features, such as b...
Sung Chun Lee, Keith E. Price, Ramakant Nevatia, T...
KDD
2010
ACM
287views Data Mining» more  KDD 2010»
14 years 21 days ago
Designing efficient cascaded classifiers: tradeoff between accuracy and cost
We propose a method to train a cascade of classifiers by simultaneously optimizing all its stages. The approach relies on the idea of optimizing soft cascades. In particular, inst...
Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu