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» Transformations for semi-continuous data
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NIPS
1996
15 years 1 months ago
Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
In pattern recognition, statistical modeling, or regression, the amount of data is a critical factor affecting the performance. If the amount of data and computational resources ar...
Patrice Simard, Yann LeCun, John S. Denker, Bernar...
IJMMS
2006
82views more  IJMMS 2006»
14 years 12 months ago
Scale transformations and information presentation in supervisory control
For human operators supervising a complex system it is crucial to have a powerful and flexible information presentation system. In order to reduce the cognitive load operators oft...
Johannes Petersen, Michael May
BIS
2006
143views Business» more  BIS 2006»
15 years 1 months ago
Schema- and Ontology-Based XML Data Exchange in Semantic E-Business Applications
The problem of the semantics-preserving data transformations during their exchange by e-business applications is addressed. A method for automatic generation of schema mappings is...
Jolanta Cybulka, Adam Meissner, Tadeusz Pankowski
FASE
2006
Springer
15 years 3 months ago
A Graph-Based Approach to Transform XML Documents
Abstract. As XML diffusion keeps increasing, it is today common practice for most developers to deal with XML parsing and transformation. XML is used as format to e.g. render data,...
Gabriele Taentzer, Giovanni Toffetti Carughi
NN
2000
Springer
177views Neural Networks» more  NN 2000»
14 years 11 months ago
Independent component analysis: algorithms and applications
A fundamental problem in neural network research, as well as in many other disciplines, is finding a suitable representation of multivariate data, i.e. random vectors. For reasons...
Aapo Hyvärinen, Erkki Oja