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CATA
2008
13 years 11 months ago
Investigation of Random Forest Performance with Cancer Microarray Data
The diagnosis of cancer type based on microarray data offers hope that cancer classification can be highly accurate for clinicians to choose the most appropriate forms of treatmen...
Myungsook Klassen, Matt Cummings, Griselda Saldana
IADIS
2008
13 years 11 months ago
Recent Adaptive E-Learning Contributions Towards A "Standard Ready" Architecture
Adaptation and personalization services of the information offered to the users in open e-learning environments are considered to be the turning point of recent research efforts. ...
Sotirios Botsios, Dimitrios Georgiou
ICWS
2007
IEEE
13 years 11 months ago
Specifying Semantic Web Service Compositions using UML and OCL
The semantic web promises to bring automation to the areas of web service discovery, composition and invocation. In order to realize these benefits, rich semantic descriptions of...
John T. E. Timm, Gerald C. Gannod
ESANN
2001
13 years 11 months ago
Transfer functions: hidden possibilities for better neural networks
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
Wlodzislaw Duch, Norbert Jankowski
ECSCW
1993
13 years 11 months ago
The Designers' Notepad: Supporting and Understanding Cooperative Design
: We describe the development of a system to support cooperative software design. An iterative development approach has been used, based upon the observation of system use in authe...
Michael Twidale, Tom Rodden, Ian Sommerville