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EMNLP
2009
15 years 1 months ago
Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding
The design of practical language applications by means of statistical approaches requires annotated data, which is one of the most critical constraint. This is particularly true f...
Marco Dinarelli, Alessandro Moschitti, Giuseppe Ri...
88
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EUSFLAT
2009
137views Fuzzy Logic» more  EUSFLAT 2009»
15 years 1 months ago
Parametric Fuzzy Modelling Framework for Complex Data-Inherent Structures
The present article dedicates itself to fuzzy modelling of data
Arne-Jens Hempel, Steffen F. Bocklisch
141
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BMCBI
2010
150views more  BMCBI 2010»
15 years 28 days ago
Kernel based methods for accelerated failure time model with ultra-high dimensional data
Background: Most genomic data have ultra-high dimensions with more than 10,000 genes (probes). Regularization methods with L1 and Lp penalty have been extensively studied in survi...
Zhenqiu Liu, Dechang Chen, Ming Tan, Feng Jiang, R...
ICPR
2008
IEEE
16 years 4 months ago
Efficient background modeling through incremental Support Vector Data Description
Background modeling is an essential and important part of many high-level video processing applications. Recently, the Support Vector Data Description (SVDD) has been introduced f...
Alireza Tavakkoli, Mircea Nicolescu, George Bebis,...
IDA
2006
Springer
15 years 3 months ago
Temporal Bayesian classifiers for modelling muscular dystrophy expression data
The analysis of microarray data from time-series experiments requires specialised algorithms, which take the temporal ordering of the data into account. In this paper we explore a ...
Allan Tucker, Peter A. C. 't Hoen, Veronica Vincio...