Sciweavers

627 search results - page 14 / 126
» The Laplace-Jaynes approach to induction
Sort
View
ICML
2005
IEEE
15 years 11 months ago
Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning
Graph-based methods for semi-supervised learning have recently been shown to be promising for combining labeled and unlabeled data in classification problems. However, inference f...
Xiaojin Zhu, John D. Lafferty
ICML
2004
IEEE
15 years 11 months ago
Robust feature induction for support vector machines
The goal of feature induction is to automatically create nonlinear combinations of existing features as additional input features to improve classification accuracy. Typically, no...
Rong Jin, Huan Liu
SEMWEB
2009
Springer
15 years 4 months ago
Combining Semantic Web Search with the Power of Inductive Reasoning
Extensive research activities are recently directed towards the Semantic Web as a future form of the Web. Consequently, Web search as the key technology of the Web is evolving towa...
Claudia d'Amato, Nicola Fanizzi, Bettina Fazzinga,...
ICTAI
2008
IEEE
15 years 4 months ago
Adaptive Mobile Interfaces through Grammar Induction
This paper presents a grammar-induction based approach to partitioning a Web page into several small pages while each small page fits not only spatially but also logically for mob...
Jun Kong, Kevin L. Ates, Kang Zhang, Yan Gu
ICAISC
2010
Springer
15 years 2 months ago
An Evolutionary Algorithm for Global Induction of Regression Trees
In the paper a new evolutionary algorithm for induction of univariate regression trees is proposed. In contrast to typical top-down approaches it globally searches for the best tre...
Marek Kretowski, Marcin Czajkowski