Financial Analysis:A Comparison of Pattern-transformed BP Neural Networks and Pattern-transformed Adaptive Neuro-Fuzzy Inference System(ANFIS)
WU De-sheng · Systems Engineering-Theory Methodology Application · 2004
By use of pattern recognition theory, the scoring models are built up to analyze the corporate financial conditions by Back Propagation neural network (BPNN) as well as adaptive neural-fuzzy inference (ANFIS). It proves to be much better than ordinary neural network and ordinary ANFIS, which inaugurates new analytical methods of financial conditions. Finally, experiential research and comparison of the two pattern-rotated models'power are carried out in use of actural index data.