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» Nominal-scale Evolving Connectionist Systems
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JACIII
2000
83views more  JACIII 2000»
13 years 4 months ago
The Application of Hybrid Evolving Connectionist Systems to Image Classification
Nikola K. Kasabov, Steven A. Israel, Brendon J. Wo...
IJCNN
2006
IEEE
13 years 10 months ago
Nominal-scale Evolving Connectionist Systems
— A method is presented for extending the Evolving Connectionist System (ECoS) algorithm that allows it to explicitly represent and learn nominal-scale data without the need for ...
Michael J. Watts
JNCA
2007
136views more  JNCA 2007»
13 years 4 months ago
Adaptive anomaly detection with evolving connectionist systems
Anomaly detection holds great potential for detecting previously unknown attacks. In order to be effective in a practical environment, anomaly detection systems have to be capable...
Yihua Liao, V. Rao Vemuri, Alejandro Pasos
ICONIP
1998
13 years 6 months ago
ECOS: Evolving Connectionist Systems and the ECO Learning Paradigm
The paper presents a framework called ECOS for Evolving COnnectionist Systems. ECOS evolve through incremental learning. They can accommodate any new input data, including new fea...
Nikola K. Kasabov
EUROGP
1999
Springer
137views Optimization» more  EUROGP 1999»
13 years 8 months ago
Evolving Controllers for Autonomous Agents Using Genetically Programmed Networks
– This article presents a new approach to the evolution of controllers for autonomous agents. We propose the evolution of a connectionist structure where each node has an associa...
Arlindo Silva, Ana Neves, Ernesto Costa