Sciweavers

997 search results - page 31 / 200
» Learning Rule Representations from Boolean Data
Sort
View
98
Voted
ICML
2004
IEEE
16 years 1 months ago
Learning low dimensional predictive representations
Predictive state representations (PSRs) have recently been proposed as an alternative to partially observable Markov decision processes (POMDPs) for representing the state of a dy...
Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian...
108
Voted
MLDM
2007
Springer
15 years 6 months ago
Transductive Learning from Relational Data
Transduction is an inference mechanism “from particular to particular”. Its application to classification tasks implies the use of both labeled (training) data and unlabeled (...
Michelangelo Ceci, Annalisa Appice, Nicola Barile,...
209
Voted
GCB
2010
Springer
204views Biometrics» more  GCB 2010»
14 years 10 months ago
Learning Pathway-based Decision Rules to Classify Microarray Cancer Samples
: Despite recent advances in DNA chip technology current microarray gene expression studies are still affected by high noise levels, small sample sizes and large numbers of uninfor...
Enrico Glaab, Jonathan M. Garibaldi, Natalio Krasn...
CVPR
2008
IEEE
16 years 2 months ago
Transfer learning for image classification with sparse prototype representations
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
Ariadna Quattoni, Michael Collins, Trevor Darrell
106
Voted
ICWE
2010
Springer
15 years 5 months ago
A Flexible Rule-Based Method for Interlinking, Integrating, and Enriching User Data
Many Web applications provide personalized and adapted services and contents to their users. As these Web applications are becoming increasingly connected, a new interesting challe...
Erwin Leonardi, Fabian Abel, Dominik Heckmann, Eel...