Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro

► We show how fuzzy inference systems can be used in system modelling when human interaction is important. ► FIS are able to integrate expertise and rule learning from data into a single framework. ► An open source software is presented. ► Two real world case studies illustrate the approach and the software utility.