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» On Computing Functions with Uncertainty
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NCA
2007
IEEE
15 years 6 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
EDOC
2011
IEEE
14 years 6 months ago
Towards an Agile Design of the Enterprise Architecture Management Function
Abstract—Enterprise architecture (EA) management provides an engineering approach for the continuous advancement of the enterprise as a whole. The high number of involved compone...
Sabine Buckl, Florian Matthes, Ivan Monahov, Sasch...
GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
16 years 27 days ago
Exploring medical data using visual spaces with genetic programming and implicit functional mappings
Two medical data sets (Breast cancer and Colon cancer) are investigated within a visual data mining paradigm through the unsupervised construction of virtual reality spaces using ...
Julio J. Valdés, Robert Orchard, Alan J. Ba...
SIAMCO
2002
121views more  SIAMCO 2002»
15 years 6 months ago
Consistent Approximations and Approximate Functions and Gradients in Optimal Control
As shown in [7], optimal control problems with either ODE or PDE dynamics can be solved efficiently using a setting of consistent approximations obtained by numerical discretizati...
Olivier Pironneau, Elijah Polak
CHI
2006
ACM
16 years 7 months ago
Because I carry my cell phone anyway: functional location-based reminder applications
Although they have potential, to date location-based information systems have not radically improved the way we interact with our surroundings. To study related issues, we develop...
Pamela J. Ludford, Dan Frankowski, Ken Reily, Kurt...