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» Automated Approaches for Classifying Structures
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CSIE
2009
IEEE
15 years 9 months ago
Identifying DNA Strands Using a Kernel of Classified Sequences
— Automated DNA sequencing produces a large amount of raw DNA sequence data that then needs to be classified, organized, and annotation. One major application is the comparison o...
Guillermo Tonsmann, David D. Pollock, Wanjun Gu, T...
172
Voted
BMCBI
2011
14 years 9 months ago
Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
Background: Automated, image based high-content screening is a fundamental tool for discovery in biological science. Modern robotic fluorescence microscopes are able to capture th...
Bailing Zhang, Tuan D. Pham
165
Voted
CVPR
2009
IEEE
16 years 9 months ago
A Min-Max Framework of Cascaded Classifier with Multiple Instance Learning for Computer Aided Diagnosis
The computer aided diagnosis (CAD) problems of detecting potentially diseased structures from medical images are typically distinguished by the following challenging characterist...
Dijia Wu (Rensselaer Polytechnic Institute), Jinbo...
113
Voted
ICST
2008
IEEE
15 years 9 months ago
Automated Session Data Repair for Web Application Regression Testing
This paper introduces an approach to web application regression testing, based upon repair of user session data. The approach is entirely automated. It consists of a white box exa...
Mark Harman, Nadia Alshahwan
121
Voted
COLING
2010
14 years 9 months ago
Sentiment Classification and Polarity Shifting
Polarity shifting marked by various linguistic structures has been a challenge to automatic sentiment classification. In this paper, we propose a machine learning approach to inco...
Shoushan Li, Sophia Yat Mei Lee, Ying Chen, Chu-Re...