Browsing by Author "van Dinter, Raymon"
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A decision support system for automating document retrieval and citation screening
van Dinter, Raymon; Catal, Cagatay; Tekinerdogan, Bedir ( Elsevier , 2021 , Article)The systematic literature review (SLR) process includes several steps to collect secondary data and analyze it to answer research questions. In this context, the document retrieval and primary study selection steps are ... -
A Multi-Channel Convolutional Neural Network approach to automate the citation screening process
van Dinter, Raymon; Catal, Cagatay; Tekinerdogan, Bedir ( Elsevier , 2021 , Article)The systematic literature review (SLR) process is separated into several steps to increase rigor and reproducibility. The selection of primary studies (i.e., citation screening) is an important step in the SLR process. The ... -
Automation of systematic literature reviews: A systematic literature review
van Dinter, Raymon; Tekinerdogan, Bedir; Catal, Cagatay ( Elsevier , 2021 , Article Review)Context: Systematic Literature Review (SLR) studies aim to identify relevant primary papers, extract the required data, analyze, and synthesize results to gain further and broader insight into the investigated domain. ... -
Predictive maintenance using digital twins: A systematic literature review
van Dinter, Raymon; Tekinerdogan, Bedir; Catal, Cagatay ( Elsevier , 2022 , Article Review)Context: Predictive maintenance is a technique for creating a more sustainable, safe, and profitable industry. One of the key challenges for creating predictive maintenance systems is the lack of failure data, as the machine ...