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» Transformations for semi-continuous data
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APCCM
2007
15 years 8 months ago
English Sentence Structures and EER Modeling
An input to the conceptual database design phase contains a description of the target database. This description is usually given in some natural language, for instance in English...
Sven Hartmann, Sebastian Link
HCI
2007
15 years 8 months ago
Sensor-Driven Adaptation of Web Document Presentation
The increasing variety of user device technologies has raised the necessity for ubiquitous content provision, which is characterized by “intelligent” content delivery to end us...
Spyros Nathanail, Vassileios Tsetsos, Stathes Hadj...
ICMLA
2008
15 years 8 months ago
Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture
In reinforcement learning, it is a common practice to map the state(-action) space to a different one using basis functions. This transformation aims to represent the input data i...
Sertan Girgin, Philippe Preux
IJCAI
2007
15 years 8 months ago
Improving Embeddings by Flexible Exploitation of Side Information
Dimensionality reduction is a much-studied task in machine learning in which high-dimensional data is mapped, possibly via a non-linear transformation, onto a low-dimensional mani...
Ali Ghodsi, Dana F. Wilkinson, Finnegan Southey
NIPS
2007
15 years 8 months ago
On higher-order perceptron algorithms
A new algorithm for on-line learning linear-threshold functions is proposed which efficiently combines second-order statistics about the data with the ”logarithmic behavior” ...
Claudio Gentile, Fabio Vitale, Cristian Brotto