… decision-making in maintenance and outlines directions for … This trend is often cited as
“Industry 4.0”, “smart manufacturing”, … The overview of the results of this section with respect to the …

… new maintenance systems. This article provides a comprehensive overview of current trends
to help structure and guide future … analysis, understanding, and better decision making [91]. …

… how AI has contributed to decision making in the operations … future research opportunities
concerning prediction and learning, decision making and optimization in view of intelligent …

… A conceptual framework of intelligent decision-making based … severe challenges and future
research directions in this field. … overview of industrial big data for intelligent decision-making…

… The smart irrigation decision support system was testified and evaluated in lemon tree …
, future trends and upcoming challenges are summarized when developing new ADSSs. It …

… are daily confronted with decision making involving a massive … Section 6 elaborates
challenges and future directions, … Through our taxonomy, it is possible to have an overview of the …

… multiple weakly associated decision trees that are combined to provide the final prediction.
The basic idea of boosting is to develop a new model in a gradient direction of the residuals …

… After these studies, neural networks and pattern recognition based approaches were tried
for decision making for real time monitoring in several papers [20,21,22]. From this point, …

… In that case, the introduction of “digital twins” will allow the transition to forecasting and …
This research direction is because trends in the technological system’s development bring new …

… introduction of AI techniques and practical AI applications in CEM. Only two future research
directions, … and understandable method towards intelligent decision making, which contains …