Birchler Christian
Khatiri Sajad
Derakhshanfar Pouria
Panichella Sebastiano
Panichella Annibale
2021-05-14
<p><br>
#Dataset Package for the paper "Automated Test Cases Prioritization for Self-driving Cars in Virtual Environments"</p>
<p><br>
Description of the content:</p>
<p><br>
1) "1_datasets" folder contains all the datasets concerning the test scenarios considered in the study. <br>
<br>
- AsFault supports two SDC software as test subjects while generating test cases, which we use to generate our test suites.<br>
- BeamNG.AI. <br>
- DeepDriving<br>
- STRUCTURE: We report test subjects considered and organized with sub-folders for each of the supported two SDC software (i.e., Driving AIs):<br>
- fullroad<br>
- BeamNG_AI<br>
- Driver_AI<br>
2) "2_SDC-source-code" contains all code and scripts composing the MATLAB/R prototypical implementation of SDC-pririotizer: </p>
<p> - STRUCTURE:<br>
- runSearch.m<br>
- runGreedy.m<br>
- plotResults.m<br>
- permutationMutation.m<br>
- mainGreedy.m<br>
- permutationCrossover.m<br>
- main.m<br>
- initialPopulation.m<br>
- fitness.m<br>
- featureSelection.m<br>
- faultDetectionRatePlots.m<br>
- faultDetection.m<br>
- (folder) r-script<br>
- (folder) python<br>
<br>
3) "3_study-data" folder contains all the main experimental data concerning the study conducted, RQs and all generated figures and main row-data reported in section results<br>
<br>
- results.csv<br>
- greedy_results.csv<br>
- (folder) tables<br>
- (folder) figures<br>
- (folder) DriverAI<br>
- (folder) BeamNG_RF_1_5<br>
- (folder) BeamNG_RF_1 </p>
https://doi.org/10.5281/zenodo.5771017
oai:zenodo.org:5771017
Zenodo
https://doi.org/10.5281/zenodo.4761405
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Dataset Package for the paper "Single and Multi-objective Test Cases Prioritization for Self-driving Cars in Virtual Environments"
info:eu-repo/semantics/other