The peer merit review of research proposals has been the major mechanism to decide grant awards. However, have become increasingly interdisciplinary. It a longstanding challenge assign interdisciplinary appropriate reviewers so are fairly evaluated. One critical steps in reviewer assignment is generate accurate topic labels for proposal-reviewer matching. Existing systems mainly collect manuall...

The identification, differentiation and classification of microorganisms have been subjects of research for many years. Recently, Fourier transform infrared (FTIR) spectroscopy techniques have gained attention in the characterization and classification of microorganisms based on biochemical profiles and cell structure characteristics. In the present study, the characterization and differentiati...

• Often in discriminant analysis several models are estimated but based on some validation criterion, a single model is selected. In the purpose of taking profit from several potential models, classification rules combining models are considered in this article. More precisely two ways of combining models are considered: a serial combining method and a hierarchical combining method. Serial comb...

In this paper a hierarchical classification framework using the feature-weighting tree for the objective of applying diverse weighting to acoustic features is proposed for speech recognition. The hierarchical feature-weighting tree with a flexible structure complexity can be constructed optimally with the optimal splitting for the recognition confusion graph. Based on the minimum classification...