Using Graph Algebra to Optimize Neighborhood for Isometric Mapping (2008)
Guihua Wen, Lijun Jiang, Nigel R Shadbolt
Most nonlinear dimensionality reduction approaches such as Isomap heavily depend on the neighborhood structure of manifold. They determine the neighborhood graph using Euclidean distance so that they...
Neuro-fuzzy Learning of Strategies for Optimal Control Problems (2008)
Kaivan Kamali Lijun, Lijun Jiang, John Yen, K. W. Wang, Laboratory Intelligent Agents
Various techniques have been proposed to automate the weight selection process in optimal control problems; yet these techniques do not provide symbolic rules that can be reused. We propose a layered...
Vibration-based structural damage identification has been quite popular in recent years. Among all the vibration-based damage identification methods, the frequency-shift-based method is more...