Included Papers, venues and partial data for TSE

Citation Author(s):
Simin
Wang
Submitted by:
Simin Wang
Last updated:
Mon, 08/23/2021 - 22:06
DOI:
10.21227/xcg0-ad18
License:
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Abstract 

A Systematic Literature Review (SLR) on 1428 papers published in the 12 years to comprehensively evaluate the impacts that ML/DL techniques bring to SE and the replicability and reproducibility of ML/DL studies, and investigate why and how they developed their ML/DL models.

Instructions: 

1. Paper_FinalList_2009-2020.xlsx contains the full list of included 1428 papers
2. Venue_Dictionary.xlsx contains the full list of included conference and journals (abbreviations and corresponding full names)
3. DataExtraction_Task_Technique_2009-2020.xlsx contains the extracted related SE tasks and specific employed ML/DL algorithms under each category for all 1428 papers