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Metamorphic relation automation: Rationale, challenges, and solution directions
(
John Wiley and Sons Ltd
, 2022 , Article Review)
Metamorphic testing addresses the issue of the oracle problem by comparing results transformation from multiple test executions. The relationship that governs the output transformation is called metamorphic relation. ...
Computer vision-based weight estimation of livestock: a systematic literature review
(
Taylor and Francis Ltd.
, 2022 , Article Review)
Body weight measurement of animals is often labor-intensive for farmers and stressful for animals. To this end, several methods have been researched and implemented to automate this process. In this study, we performed a ...
Machine Learning-Based Software Defect Prediction for Mobile Applications: A Systematic Literature Review
(
MDPI
, 2022 , Article Review)
Software defect prediction studies aim to predict defect-prone components before the testing stage of the software development process. The main benefit of these prediction models is that more testing resources can be ...
Software security management in critical infrastructures: a systematic literature review
(
Turkiye Klinikleri
, 2022 , Article Review)
Critical infrastructure (CI) is an integrated set of systems and assets that are essential to ensure the functioning of a nation, including its economy, the public's health and/or safety. Hence, protecting critical ...
Deep learning for crop yield prediction: a systematic literature review
(
Taylor and Francis Ltd.
, 2022 , Article Review)
Deep Learning has been applied for the crop yield prediction problem, however, there is a lack of systematic analysis of the studies. Therefore, this study aims to provide an overview of the state-of-the-art application ...
RESTful API Testing Methodologies: Rationale, Challenges, and Solution Directions
(
MDPI
, 2022 , Article Review)
Service-oriented architecture has evolved to be the backbone for large-scale integration between different applications and platforms. This concept has led to today's reality of cloud services. Many of the major business ...
Applications of deep learning for mobile malware detection: A systematic literature review
(
Springer Science and Business Media Deutschland GmbH
, 2022 , Article Review)
For detecting and resolving the various types of malware, novel techniques are proposed, among which deep learning algorithms play a crucial role. Although there has been a lot of research on the development of DL-based ...
Smart warehouses: Rationale, challenges and solution directions
(
MDPI
, 2022 , Article Review)
Smart warehouses aim to increase the overall service quality, productivity, and efficiency of the warehouse while minimizing costs and failures. In recent years, several studies have proposed and discussed different types ...
Predictive maintenance using digital twins: A systematic literature review
(
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 ...
Data analytics platforms for agricultural systems: A systematic literature review
(
Elsevier
, 2022 , Article Review)
With the rapid developments in ICT, the current agriculture businesses have become increasingly data-driven and are supported by advanced data analytics techniques. In this context, several studies have investigated the ...