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PRIS
2008
13 years 7 months ago
Comparison of Adaboost and ADTboost for Feature Subset Selection
Abstract. This paper addresses the problem of feature selection within classification processes. We present a comparison of a feature subset selection with respect to two boosting ...
Martin Drauschke, Wolfgang Förstner
PRIS
2008
13 years 7 months ago
Using a Bilingual Context in Word-Based Statistical Machine Translation
Abstract. In statistical machine translation, phrase-based translation (PBT) models lead to a significantly better translation quality over single-word-based (SWB) models. PBT mode...
Christoph Schmidt, David Vilar, Hermann Ney

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Ting YuResearch Scientist, PhD
GE Global Research
Ting Yu
ESANN
2007
13 years 7 months ago
Pattern Recognition using Chaotic Transients
This paper proposes a novel nonlinear transient computation device described as the LTCM that uses the chaotic attractor provided by the Lorenz system of equations to perform patte...
Wee Jin Goh, Nigel Crook
LREC
2010
197views Education» more  LREC 2010»
13 years 7 months ago
An Open Source Process Engine Framework for Realtime Pattern Recognition and Information Fusion Tasks
The process engine for pattern recognition and information fusion tasks, the pepr framework, aims to empower the researcher to develop novel solutions in the field of pattern reco...
Volker Fritzsch, Stefan Scherer, Friedhelm Schwenk...
IBPRIA
2007
Springer
13 years 7 months ago
Using Graphics Hardware for Enhancing Edge and Circle Detection
Antonio Ruiz, Manuel Ujaldon, Nicolas Guil
IBPRIA
2007
Springer
13 years 7 months ago
Segmentation of Rigid Motion from Non-rigid 2D Trajectories
Abstract. In this paper we evaluate an automatic segmentation algorithm able to identify the set of rigidly moving points within a deformable object given the 2D measurements acqui...
Alessio Del Bue, Xavier Lladó, Lourdes de A...
IBPRIA
2007
Springer
13 years 7 months ago
Automatic Learning of Conceptual Knowledge in Image Sequences for Human Behavior Interpretation
This work describes an approach for the interpretation and explanation of human behavior in image sequences, within the context of a Cognitive Vision System. The information source...
Pau Baiget, Carles Fernández Tena, F. Xavie...
IBPRIA
2007
Springer
13 years 7 months ago
A Density-Based Data Reduction Algorithm for Robust Estimators
In this paper we present a non parametric density-based data reduction technique designed to be used in robust parameter estimation problems. Existing approaches are focused on red...
Luis Ferraz, Ramon Lluis Felip, Brais Martí...
CIARP
2007
Springer
13 years 7 months ago
Conditional Mutual Information Based Feature Selection for Classification Task
Jana Novovicová, Petr Somol, Michal Haindl,...