Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An expert system of price forecasting for used cars using adaptive neuro-fuzzy inference
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fuzzy system modelling of drinking water consumption prediction
Expert Systems with Applications: An International Journal
Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines
Expert Systems with Applications: An International Journal
Forecasting tourist arrivals by using the adaptive network-based fuzzy inference system
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Hi-index | 12.05 |
Though the hi-tech industry has focused on value innovation and improving the quality of the new product development (NPD) process to drive new product performance, new product success has not changed dramatically over the years. This study presents a novel approach based on structural equation modeling (SEM) and adaptive neuro-fuzzy inference system (ANFIS) to forecast value innovation and the effects of the quality of the NPD process on NPD performance. Results demonstrate that value innovation directly affects NPD performance as well as the nonlinear relationships between the quality of NPD processes and NPD performance, and that ANFIS achieves better forecasting performance than the SEM technique. The ANFIS model effectively explains the nonlinear relationships that SEM cannot. This paper thus offers a new perspective on forecasting and modeling useful to both researchers and practitioners.