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» Machine Learning in User Modeling
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CAINE
2008
15 years 3 months ago
Integrated Accessibility Models of User Interfaces for IT and Automation Systems
The difference between user interfaces of computer and Web applications on one hand and the interfaces of actual machines and devices is becoming smaller. By this the importance o...
Peter Göhner, Simon Kunz, Sabina Jeschke, Hel...
ERCIMDL
2009
Springer
117views Education» more  ERCIMDL 2009»
15 years 9 months ago
A Visualization Tool of Probabilistic Models for Information Access Components
An effective graphic interface is a key tool to improve the fruition of the results retrieved by an Information Retrieval (IR) system. In this work, we describe a two-dimensional...
Lorenzo De Stefani, Giorgio Maria Di Nunzio, Giorg...
121
Voted
ICML
2004
IEEE
16 years 3 months ago
The Bayesian backfitting relevance vector machine
Traditional non-parametric statistical learning techniques are often computationally attractive, but lack the same generalization and model selection abilities as state-of-the-art...
Aaron D'Souza, Sethu Vijayakumar, Stefan Schaal
ALT
2000
Springer
15 years 11 months ago
On the Noise Model of Support Vector Machines Regression
Abstract. Support Vector Machines Regression (SVMR) is a learning technique where the goodness of fit is measured not by the usual quadratic loss function (the mean square error),...
Massimiliano Pontil, Sayan Mukherjee, Federico Gir...
80
Voted
ICML
2009
IEEE
16 years 3 months ago
Learning nonlinear dynamic models
We present a novel approach for learning nonlinear dynamic models, which leads to a new set of tools capable of solving problems that are otherwise difficult. We provide theory sh...
John Langford, Ruslan Salakhutdinov, Tong Zhang