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» On the Effectiveness of Relevance Profiling
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MICCAI
2003
Springer
16 years 7 months ago
Progression Detection of Glaucoma from Polarimetric Images
Detecting glaucoma progression is crucial for assessing the effectivity of the treatment. This paper describes three methods for detecting progression related changes in polarimetr...
Koen Vermeer, N. J. Reus, Frans Vos, Hans Lemij, A...
MICCAI
2004
Springer
16 years 7 months ago
Cervical Cancer Detection Using SVM Based Feature Screening
We present a novel feature screening algorithm by deriving relevance measures from the decision boundary of Support Vector Machines. It alleviates the "independence" assu...
Jiayong Zhang, Yanxi Liu
ICML
2008
IEEE
16 years 7 months ago
Predicting diverse subsets using structural SVMs
In many retrieval tasks, one important goal involves retrieving a diverse set of results (e.g., documents covering a wide range of topics for a search query). First of all, this r...
Yisong Yue, Thorsten Joachims
ICML
2005
IEEE
16 years 7 months ago
Learning strategies for story comprehension: a reinforcement learning approach
This paper describes the use of machine learning to improve the performance of natural language question answering systems. We present a model for improving story comprehension th...
Eugene Grois, David C. Wilkins
WWW
2003
ACM
16 years 7 months ago
Modeling Web Knowledge for Answering Event-based Questions
For the TREC-style questions, the query terms we get from the original questions are either too brief or often do not contain much relevant information in the corpus. It will be v...
Hui Yang, Tat-Seng Chua, Shuguang Wang