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» GRASP for Instance Selection in Medical Data Sets
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BMCBI
2006
94views more  BMCBI 2006»
14 years 11 months ago
Noise-injected neural networks show promise for use on small-sample expression data
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
Jianping Hua, James Lowey, Zixiang Xiong, Edward R...
ETVC
2008
15 years 1 months ago
Abstracts of the LIX Fall Colloquium 2008: Emerging Trends in Visual Computing
s of the LIX Fall Colloquium 2008: Emerging Trends in Visual Computing Frank Nielsen Ecole Polytechnique, Palaiseau, France Sony CSL, Tokyo, Japan Abstract. We list the abstracts o...
Frank Nielsen
COLING
2010
14 years 6 months ago
Boosting Relation Extraction with Limited Closed-World Knowledge
This paper presents a new approach to improving relation extraction based on minimally supervised learning. By adding some limited closed-world knowledge for confidence estimation...
Feiyu Xu, Hans Uszkoreit, Sebastian Krause, Hong L...
BMCBI
2008
96views more  BMCBI 2008»
14 years 11 months ago
Mapping proteins to disease terminologies: from UniProt to MeSH
Background: Although the UniProt KnowledgeBase is not a medical-oriented database, it contains information on more than 2,000 human proteins involved in pathologies. However, thes...
Anaïs Mottaz, Yum Lina Yip, Patrick Ruch, Ann...
CSMR
1999
IEEE
15 years 4 months ago
Employing Use-cases and Domain Knowledge for Comprehending Resource Usage
Philips Electronics is a world wide electronics company that develops many products containing embedded software. These products range from shavers with only few hundred bytes of ...
René L. Krikhaar, Maarten Pennings, J. Zonn...