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» On Computability of Pattern Recognition Problems
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ICAS
2009
IEEE
103views Robotics» more  ICAS 2009»
15 years 11 months ago
A Sensor-Based Approach to Symptom Recognition for Autonomic Systems
The increased complexity of today's distributed, composite, Web-based systems presents difficult and unique systems management problems. The way these systems interact, and th...
Jeffery Li, Patrick Martin, Wendy Powley, Kirk Wil...
BICOB
2010
Springer
15 years 5 months ago
Multiple Kernel Learning for Fold Recognition
Fold recognition is a key problem in computational biology that involves classifying protein sharing structural similarities into classes commonly known as "folds". Rece...
Huzefa Rangwala
ICML
2005
IEEE
16 years 8 months ago
Core Vector Regression for very large regression problems
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
Ivor W. Tsang, James T. Kwok, Kimo T. Lai
BMCBI
2006
180views more  BMCBI 2006»
15 years 7 months ago
Building multiclass classifiers for remote homology detection and fold recognition
Motivation Protein remote homology prediction and fold recognition are central problems in computational biology. Supervised learning algorithms based on support vector machines a...
Huzefa Rangwala, George Karypis
ICPR
2004
IEEE
16 years 8 months ago
Pose Clustering Guided by Short Interpretation Trees
It is common in object recognition algorithms based on viewpoint consistency to find object poses that align many of the object features with features extracted from a search imag...
Clark F. Olson