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JSAI
2005
Springer
15 years 7 months ago
Representing Information Structure in a Formal Grammar of Danish
This paper presents a proposal for the integration of information structure in a unification-based grammar of Danish. Three information structure features – topic, focus and bac...
Patrizia Paggio
FM
2005
Springer
132views Formal Methods» more  FM 2005»
15 years 7 months ago
Decoupling in Object Orientation
In formal design, decoupling means to make the features of a formal system as independent as possible from each other. Decoupling tends to make the features semantically more primi...
Ioannis T. Kassios
AAAI
2011
14 years 1 months ago
Transfer Learning by Structural Analogy
Transfer learning allows knowledge to be extracted from auxiliary domains and be used to enhance learning in a target domain. For transfer learning to be successful, it is critica...
Hua-Yan Wang, Qiang Yang
ML
2002
ACM
123views Machine Learning» more  ML 2002»
15 years 1 months ago
Feature Generation Using General Constructor Functions
Most classification algorithms receive as input a set of attributes of the classified objects. In many cases, however, the supplied set of attributes is not sufficient for creatin...
Shaul Markovitch, Dan Rosenstein
SAC
2006
ACM
15 years 7 months ago
The impact of sample reduction on PCA-based feature extraction for supervised learning
“The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal