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» Immune Network based Ensembles
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ICANN
2009
Springer
13 years 10 months ago
Statistical Instance-Based Ensemble Pruning for Multi-class Problems
Recent research has shown that the provisional count of votes of an ensemble of classifiers can be used to estimate the probability that the final ensemble prediction coincides w...
Gonzalo Martínez-Muñoz, Daniel Hern&...
CORR
2011
Springer
189views Education» more  CORR 2011»
13 years 23 days ago
Secure Routing in Wireless Mesh Networks
— This paper introduces Policy based Management Information Base to mange danger in Artificial Immune System inspired secure routing in Wireless Mesh Networks. WMN management fun...
Jaydip Sen
GECCO
2006
Springer
168views Optimization» more  GECCO 2006»
13 years 9 months ago
An artificial immune system and its integration into an organic middleware for self-protection
Our human body is well protected by antibodies from our biological immune system. This protection system matured over millions of years and has proven its functionality. In our re...
Andreas Pietzowski, Wolfgang Trumler, Theo Ungerer
SECON
2008
IEEE
14 years 4 days ago
Immunity-Based Epidemic Routing in Intermittent Networks
– In this research, we propose to modify and extend epidemic routing used in intermittent networks. In particular, we propose to include immunity-based information disseminated i...
Padma Mundur, Matthew Seligman, Jin Na Lee
AI
2010
Springer
13 years 24 days ago
Robustness of Classifiers to Changing Environments
Abstract. In this paper, we test some of the most commonly used classifiers to identify which ones are the most robust to changing environments. The environment may change over tim...
Houman Abbasian, Chris Drummond, Nathalie Japkowic...