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177
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ERCIMDL
2003
Springer
165views Education» more  ERCIMDL 2003»
15 years 10 months ago
Automatic Multi-label Subject Indexing in a Multilingual Environment
Abstract. This paper presents an approach to automatically subject index fulltext documents with multiple labels based on binary support vector machines (SVM). The aim was to test ...
Boris Lauser, Andreas Hotho
139
Voted
ESSMAC
2003
Springer
15 years 10 months ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
GECCO
2003
Springer
124views Optimization» more  GECCO 2003»
15 years 10 months ago
Using an Immune System Model to Explore Mate Selection in Genetic Algorithms
Abstract. When Genetic Algorithms (GAs) are employed in multimodal function optimization, engineering and machine learning, identifying multiple peaks and maintaining subpopulation...
Chien-Feng Huang
GW
2003
Springer
174views Biometrics» more  GW 2003»
15 years 10 months ago
Gesture Components for Natural Interaction with In-Car Devices
Abstract. The integration of more and more functionality into the human machine interface (HMI) of vehicles increases the complexity of device handling. Thus optimal use of differ...
Martin Zobl, Ralf Nieschulz, Michael Geiger, Manfr...
HYBRID
2003
Springer
15 years 10 months ago
Modeling and Control of SMT Manufacturing Lines Using Hybrid Dynamic Systems
Abstract. In this paper we show how hybrid control and modeling techniques can be put to work for solving a problem of industrial relevance in Surface Mount Technology (SMT) manufa...
Leandro G. Barajas, Ashish Kansal, Abhinav Saxena,...