zhang-agentbasedhybridsystem-2009.pdf (409.02 kB)
An agent-based hybrid system for microarray data analysis
journal contribution
posted on 2009-01-01, 00:00 authored by Zili ZhangZili Zhang, P Yang, X Wu, C ZhangThis article reports our experience in agent-based hybrid construction for microarray data analysis. The contributions are twofold: We demonstrate that agent-based approaches are suitable for building hybrid systems in general, and that a genetic ensemble system is appropriate for microarray data analysis in particular. Created using an agent-based framework, this genetic ensemble system for microarray data analysis excels in both sample classification accuracy and gene selection reproducibility.