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» Decision making in very large networks
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FLAIRS
2006
13 years 10 months ago
Introducing GEMS - A Novel Technique for Ensemble Creation
The main contribution of this paper is to suggest a novel technique for automatic creation of accurate ensembles. The technique proposed, named GEMS, first trains a large number o...
Ulf Johansson, Tuve Löfström, Rikard K&o...
PVLDB
2011
13 years 3 months ago
Social Content Matching in MapReduce
Matching problems are ubiquitous. They occur in economic markets, labor markets, internet advertising, and elsewhere. In this paper we focus on an application of matching for soci...
Gianmarco De Francisci Morales, Aristides Gionis, ...
ICCCN
2008
IEEE
14 years 3 months ago
Autonomic Management of Hybrid Sensor Grid Systems and Applications
: In this paper, we propose an autonomic management framework (ASGrid) to address the requirements of emerging large-scale applications in hybrid grid and sensor network systems. T...
Xiaolin Li, Xinxin Liu, Huanyu Zhao, Nanyan Jiang,...
AINA
2006
IEEE
14 years 2 months ago
Autonomic Trust Prediction for Pervasive Systems
Pervasive computing is becoming a reality, thanks to advances in wireless networking and increased popularity of portable devices. Users of these devices will need support to deci...
Licia Capra, Mirco Musolesi
IJCNN
2006
IEEE
14 years 2 months ago
Predictive Uncertainty in Environmental Modelling
Abstract— Artificial neural networks have proved an attractive approach to non-linear regression problems arising in environmental modelling, such as statistical downscaling, sh...
Gavin C. Cawley, Malcolm R. Haylock, Stephen R. Do...