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ECML
2004
Springer
15 years 9 months ago
Inducing Polynomial Equations for Regression
Regression methods aim at inducing models of numeric data. While most state-of-the-art machine learning methods for regression focus on inducing piecewise regression models (regres...
Ljupco Todorovski, Peter Ljubic, Saso Dzeroski
113
Voted
CLEAR
2006
Springer
102views Biometrics» more  CLEAR 2006»
15 years 7 months ago
2D Multi-person Tracking: A Comparative Study in AMI Meetings
Abstract. In this paper, we present the findings of the Augmented Multiparty Interaction (AMI) project investigation on the localization and tracking of 2D head positions in meetin...
Kevin Smith, Sascha Schreiber, Igor Potucek, V&iac...
ESANN
2008
15 years 5 months ago
Do we need experts for time series forecasting?
This study examines a selection of off-the-shelf forecasting and forecast combination algorithms with a focus on assessing their practical relevance by drawing conclusions for non-...
Christiane Lemke, Bogdan Gabrys
ACL
2006
15 years 5 months ago
Accurate Collocation Extraction Using a Multilingual Parser
This paper focuses on the use of advanced techniques of text analysis as support for collocation extraction. A hybrid system is presented that combines statistical methods and mul...
Violeta Seretan, Eric Wehrli
207
Voted
CVPR
2012
IEEE
13 years 6 months ago
Articulated pose estimation with parts connectivity using discriminative local oriented contours
This paper proposes contour-based features for articulated pose estimation. Most of recent methods are designed using tree-structured models with appearance evaluation only within...
Norimichi Ukita