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MCS
2007
Springer
15 years 6 months ago
Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets
Abstract. Ensembles are often capable of greater predictive performance than any of their individual classifiers. Despite the need for classifiers to make different kinds of err...
Nitesh V. Chawla, Jared Sylvester
167
Voted
ARTMED
2002
92views more  ARTMED 2002»
15 years 6 months ago
Predicting glaucomatous visual field deterioration through short multivariate time series modelling
In bio-medical domains there are many applications involving the modelling of multivariate time series (MTS) data. One area that has been largely overlooked so far is the particul...
Stephen Swift, Xiaohui Liu
COR
2004
99views more  COR 2004»
15 years 6 months ago
A lexicographically fair allocation of discrete bandwidth for multirate multicast traffics
Fair bandwidth allocation is an important issue in the multicast network to serve each multicast traffic at a fair rate commensurate with the receiver's capabilities and the ...
Chae Y. Lee, Young P. Moon, Young Joo Cho
COMCOM
2002
189views more  COMCOM 2002»
15 years 6 months ago
Intrusion detection techniques and approaches
Recent security incidents and analysis have demonstrated that manual response to such attacks is no longer feasible. Intrusion Detection systems offer techniques for modelling and...
Theuns Verwoerd, Ray Hunt
CCE
2007
15 years 6 months ago
An agent-based approach for supply chain retrofitting under uncertainty
In this work, decisions that have a long lasting effect on the SC such as the design and retrofit of a production/distribution network are considered. The retrofitting tasks are a...
Fernando D. Mele, Gonzalo Guillén, Antonio ...