Discovering boundary values of feature-based machine learning classifiers through exploratory datamorphic testing

An Adaptive Random Testing Method Based on Flexible Partitioning

(2020) Chengying Mao et al.   IET Software

Efficient and effective exploratory testing of large-scale software systems

(2020) Torvald Mårtensson et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Metamorphic testing of driverless cars

(2019) Zhi Quan Zhou et al.   COMMUNICATIONS OF THE ACM

Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test

(2018) Miroslav Bures et al.   IEEE TRANSACTIONS ON RELIABILITY

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

(2018) Alberto Fernandez et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Test Better by Exploring: Harnessing Human Skills and Knowledge

(2016) Juha Itkonen et al.   IEEE SOFTWARE

Automated refinement of models for model-based testing using exploratory testing

(2016) Ceren Şahin Gebizli et al.   SOFTWARE QUALITY JOURNAL

An experiment on the effectiveness and efficiency of exploratory testing

(2014) Wasif Afzal et al.   EMPIRICAL SOFTWARE ENGINEERING

Are test cases needed? Replicated comparison between exploratory and test-case-based software testing

(2013) Juha Itkonen et al.   EMPIRICAL SOFTWARE ENGINEERING

Search-based software engineering

(2012) Mark Harman et al.   ACM COMPUTING SURVEYS

The Role of the Tester's Knowledge in Exploratory Software Testing

(2012) Juha Itkonen et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Testing and validating machine learning classifiers by metamorphic testing

(2010) Xiaoyuan Xie et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Modeling wine preferences by data mining from physicochemical properties

(2009) Paulo Cortez et al.   DECISION SUPPORT SYSTEMS

Adaptive Random Testing: The ART of test case diversity

(2009) Tsong Yueh Chen et al.   JOURNAL OF SYSTEMS AND SOFTWARE