DeepTest: Using Machine Learning for Generating new Testsequences

Author:

Bielefeldt Jens1,Basener Kai-Uwe2,Krajewski Roman3,Wiesbrock Hans-Werner3,Reichenbach Marc4,Hübner Michael5

Affiliation:

1. Compleo Charging Solution GmbH Co. KG,Dortmund,Germany

2. Kostal Industrie Elektrik GmbH Co. KG,Hagen,Germany

3. ITPower Solutions GmbH,Berlin,Germany

4. Universität Rostock,Rostock,Germany

5. BTU Cottbus–Senftenberg Fachgebiet Technische Informatik,Cottbus,Germany

Funder

Ministry of Education

Publisher

IEEE

Reference27 articles.

1. Reviews for software test automation reviews 2021 — gartner peer insights,2021

2. Generative adversarial networks;Goodfellow,2014

3. Unsupervised representation learning with deep convolutional generative adversarial networks;Radford,2019

4. GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

5. Quick and easy time series generation with established image-based gans;Brophy,2019

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