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» Discovering Case Knowledge Using Data Mining
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RC
2007
128views more  RC 2007»
13 years 8 months ago
Bounds on Generalized Linear Predictors with Incomplete Outcome Data
This paper develops easily computed, tight bounds on Generalized Linear Predictors and instrumental variable estimators when outcome data are partially identi…ed. A salient exam...
Jörg Stoye
SEMWEB
2009
Springer
14 years 1 months ago
Semantic Provenance for Science Data Products: Application to Image Data Processing
—A challenge in providing scientific data services to a broad user base is to also provide the metadata services and tools the user base needs to correctly interpret and trust t...
Stephan Zednik, Peter Fox, Deborah L. McGuinness, ...
BMCBI
2008
134views more  BMCBI 2008»
13 years 9 months ago
Identification of transcription factor contexts in literature using machine learning approaches
Background: Availability of information about transcription factors (TFs) is crucial for genome biology, as TFs play a central role in the regulation of gene expression. While man...
Hui Yang, Goran Nenadic, John A. Keane
DAGSTUHL
2010
13 years 10 months ago
From Visualization to Visually Enabled Reasoning
Interactive Visualization has been used to study scientific phenomena, analyze data, visualize information, and to explore large amounts of multivariate data. It enables the human...
Joerg Meyer, Jim Thomas, Stephan Diehl, Brian Fish...
KDD
2007
ACM
152views Data Mining» more  KDD 2007»
14 years 9 months ago
Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
Vincent Yan Fu Tan, See-Kiong Ng