We create a novel integrated model, that filters advanced information to higher moments evaluation into an innovative approach of the Portfolio Selection problem, supported by advanced Computational Intelligence techniques. The Portfolio Yield Reactive (PYR) model investigates hidden patterns of vast accounting data and financial statements exempting vague effects such as fraud or noise, in an optimal portfolio selection method.