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» Electronic case studies: a problem-based learning approach
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CVPR
2007
IEEE
16 years 4 months ago
Multiple Instance Learning of Pulmonary Embolism Detection with Geodesic Distance along Vascular Structure
We propose a novel classification approach for automatically detecting pulmonary embolism (PE) from computedtomography-angiography images. Unlike most existing approaches that req...
Jinbo Bi, Jianming Liang
JMLR
2012
13 years 4 months ago
Metric and Kernel Learning Using a Linear Transformation
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
Prateek Jain, Brian Kulis, Jason V. Davis, Inderji...
120
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ALT
2005
Springer
15 years 11 months ago
Gold-Style and Query Learning Under Various Constraints on the Target Class
In language learning, strong relationships between Gold-style models and query models have recently been observed: in some quite general setting Gold-style learners can be replaced...
Sanjay Jain, Steffen Lange, Sandra Zilles
ACMDIS
2000
ACM
15 years 6 months ago
Bridge for Buttons - A GUI Design Methodology Applied in Non-GUI Consumer Product Design
This paper describes the experience gained in the case study of adapting the Bridge, a GUI design method to the design of non-GUI interactive consumer products. An industrial desi...
Simo Säde, Katja Battarbee
BMCBI
2010
97views more  BMCBI 2010»
15 years 2 months ago
Biomarker discovery in heterogeneous tissue samples -taking the in-silico deconfounding approach
Background: For heterogeneous tissues, such as blood, measurements of gene expression are confounded by relative proportions of cell types involved. Conclusions have to rely on es...
Dirk Repsilber, Sabine Kern, Anna Telaar, Gerhard ...