The topic of feature interaction deals with preventing, detecting and resolving such interactions. This phenomenon is not unique to the domain of ...

First page of “Directions in feature interaction research” PDF Icon. download. Download Free PDF. Download Free PDF. Directions in feature interaction research.

ABSTRACT. The feature interaction problem arises when two or more indepen- dent features interact with each other in an undesirable manner.

In this position paper, we set out the goal to explore the nature of feature interactions systematically and com- prehensively, classified in terms of order and ...

It proposes a method for eliminating some of them, as well as directions for future work on the remaining interactions. The method can be implemented in SIP, ...

The detection, isolation, and resolution of feature interactions play a central role in the development of configurable systems and beyond [4,93]. ... ... 55,70 ...

Nov 29, 2019 · This study redefines feature interaction in terms of prediction performance. The proposed measure is easy to interpret, faster than partial dependency-based ...

In this paper, we propose an effective and efficient method called the AutoInt to automatically learn the high-order feature interac- tions of input features.

We present an overview of research work in the field of feature interactions in telecommunications services. Our aim is to provide a comprehensive introduction ...

Although a few studies have highlighted the importance of feature interaction, few feature selection methods have been developed to handle feature interaction.