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ISBI
2002
IEEE
16 years 14 days ago
Support vector machine learning for detection of microcalcifications in mammograms
Microcalcification (MC) clusters in mammograms can be an indicator of breast cancer. In this work we propose for the first time the use of support vector machine (SVM) learning fo...
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Niko...
COLT
2006
Springer
15 years 3 months ago
Discriminative Learning Can Succeed Where Generative Learning Fails
Generative algorithms for learning classifiers use training data to separately estimate a probability model for each class. New items are classified by comparing their probabiliti...
Philip M. Long, Rocco A. Servedio
ECML
2006
Springer
15 years 3 months ago
A Selective Sampling Strategy for Label Ranking
Abstract. We propose a novel active learning strategy based on the compression framework of [9] for label ranking functions which, given an input instance, predict a total order ov...
Massih-Reza Amini, Nicolas Usunier, Françoi...
MLG
2007
Springer
15 years 5 months ago
Comparative Evaluation of PL languages
We introduce a framework for an empirical evaluation of probabilistic logic languages and systems.
Manfred Jaeger, Petr Lidman, Juan L. Mateo
86
Voted
ICALT
2006
IEEE
15 years 5 months ago
Design of Knowledge Management Learning System based on Service-Oriented Architecture
In this paper, we propose a framework of Knowledge Management Learning System (KMLS) for adult education based on a learning process and a ServiceOriented Architecture (SOA). Acco...
Wan-Jen Chang, Hsuan-Hung Chen, Hui-Kai Su, Yuan-S...