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AUTOMATICA
2007
97views more  AUTOMATICA 2007»
14 years 10 months ago
Control of dynamic keyhole welding process
Weld joint penetration control is a basic research topic in the welding research community. The authors propose using an innovative plasma arc welding process referred to as the q...
Y. M. Zhang, Y. C. Liu
ESWA
2006
165views more  ESWA 2006»
14 years 9 months ago
Optimal ensemble construction via meta-evolutionary ensembles
In this paper we propose a meta-evolutionary approach to improve on the performance of individual classifiers. In the proposed system, individual classifiers evolve, competing to ...
YongSeog Kim, W. Nick Street, Filippo Menczer
JCST
2006
128views more  JCST 2006»
14 years 9 months ago
Multi-Instance Learning from Supervised View
Abstract In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. This pa...
Zhi-Hua Zhou
SIMPRA
2008
74views more  SIMPRA 2008»
14 years 9 months ago
A model for simulating reputation dynamics in industrial districts
In this work we try to draw an interdisciplinary framework aimed to integrate a socio-cognitive approach with organizational research about industrial clusters, in order to invest...
Francesca Giardini, Gennaro di Tosto, Rosaria Cont...
ICDM
2010
IEEE
134views Data Mining» more  ICDM 2010»
14 years 7 months ago
Consequences of Variability in Classifier Performance Estimates
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla