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Feedback-Directed Metamorphic Testing
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/stvr.308openalex-snapshot
MuJava: an automated class mutation system
inferredcites →https://doi.org/10.1007/s10664-005-3861-2openalex-snapshot
Supporting Controlled Experimentation with Testing Techniques: An Infrastructure and its Potential Impact
inferredcites →https://doi.org/10.1007/s11219-017-9392-4openalex-snapshot
A mapping study on testing non-testable systems
inferredcites →https://doi.org/10.1007/s11704-014-3040-yopenalex-snapshot
A property-based testing framework for encryption programs
inferredcites →https://doi.org/10.1016/j.infsof.2012.08.008openalex-snapshot
Metamorphic slice: An application in spectrum-based fault localization
inferredcites →https://doi.org/10.1016/j.jss.2006.11.008openalex-snapshot
Adaptive software testing with fixed-memory feedback
inferredcites →https://doi.org/10.1016/j.jss.2015.07.037openalex-snapshot
METRIC: METamorphic Relation Identification based on the Category-choice framework
inferredcites →https://doi.org/10.1016/j.jss.2016.08.095openalex-snapshot
Modern software cybernetics: New trends
inferredcites →https://doi.org/10.1016/s0950-5849(02)00108-8openalex-snapshot
Optimal software testing and adaptive software testing in the context of software cybernetics
inferredcites →https://doi.org/10.1109/32.368132openalex-snapshot
On the relationship between partition and random testing
inferredcites →https://doi.org/10.1109/cmpsac.1996.541418openalex-snapshot
Proceedings of 20th International Computer Software and Applications Conference: COMPSAC '96
inferredcites →https://doi.org/10.1109/compsac.2005.6openalex-snapshot
Proceedings of the 29th Annual International Computer Software and Applications Conference (COMPSAC 2005)
inferredcites →https://doi.org/10.1109/icse.2007.37openalex-snapshot
Feedback-Directed Random Test Generation
inferredcites →https://doi.org/10.1109/mc.2016.176openalex-snapshot
Metamorphic Testing for Cybersecurity
inferredcites →https://doi.org/10.1109/sew.2005.33openalex-snapshot
On the Use of Specification-Based Assertions as Test Oracles
inferredcites →https://doi.org/10.1109/tc.2016.2547380openalex-snapshot
A Cost-Effective Random Testing Method for Programs with Non-Numeric Inputs
inferredcites →https://doi.org/10.1109/tnnls.2021.3072166openalex-snapshot
Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples
inferredcites →https://doi.org/10.1109/tsc.2019.2960496openalex-snapshot
Dynamic Random Testing of Web Services: A Methodology and Evaluation
inferredcites →https://doi.org/10.1109/tse.2013.46openalex-snapshot
How Effectively Does Metamorphic Testing Alleviate the Oracle Problem?
inferredcites →https://doi.org/10.1109/tse.2014.2310194openalex-snapshot
On the Asymptotic Behavior of Adaptive Testing Strategy for Software Reliability Assessment
inferredcites →https://doi.org/10.1109/tse.2014.2372785openalex-snapshot
The Oracle Problem in Software Testing: A Survey
inferredcites →https://doi.org/10.1109/tse.2016.2532875openalex-snapshot
A Survey on Metamorphic Testing
inferredcites →https://doi.org/10.1109/tse.2017.2764464openalex-snapshot
Metamorphic Testing of RESTful Web APIs
inferredcites →https://doi.org/10.1109/tse.2019.2934848openalex-snapshot
METRIC+: A Metamorphic Relation Identification Technique Based on Input plus Output Domains
inferredcites →https://doi.org/10.1109/tse.2019.2962027openalex-snapshot
Machine Learning Testing: Survey, Landscapes and Horizons
inferredcites →https://doi.org/10.1109/tse.2020.3009698openalex-snapshot
Theoretical and Empirical Analyses of the Effectiveness of Metamorphic Relation Composition
inferredcites →https://doi.org/10.1145/1390630.1390643openalex-snapshot
Finding errors in .net with feedback-directed random testing
inferredcites →https://doi.org/10.1145/1808266.1808280openalex-snapshot
Automating software tests with partial oracles in integrated environments
inferredcites →https://doi.org/10.1145/1985793.1985795openalex-snapshot
A practical guide for using statistical tests to assess randomized algorithms in software engineering
inferredcites →https://doi.org/10.1145/2642937.2642994openalex-snapshot
Search-based inference of polynomial metamorphic relations
inferredcites →https://doi.org/10.1145/2757667.2757677openalex-snapshot
Feedback-driven combinatorial test design and execution
inferredcites →https://doi.org/10.1145/3213846.3213874openalex-snapshot
PerfFuzz: automatically generating pathological inputs
inferredcites →https://doi.org/10.1145/3238147.3238176openalex-snapshot
FairFuzz: a targeted mutation strategy for increasing greybox fuzz testing coverage
inferredcites →https://doi.org/10.1145/3313831.3376420openalex-snapshot
Surfacing Visualization Mirages
inferredcites →https://doi.org/10.1145/3377811.3380339openalex-snapshot
Structure-invariant testing for machine translation
inferredcites →https://doi.org/10.1145/3395363.3397382openalex-snapshot
Testing high performance numerical simulation programs: experience, lessons learned, and open issues
inferredcites →https://doi.org/10.1145/3468264.3473136openalex-snapshot
New visions on metamorphic testing after a quarter of a century of inception
inferredcites →https://doi.org/10.1145/62959.62964openalex-snapshot
The category-partition method for specifying and generating functional tests
inferredcites →https://doi.org/10.1186/1471-2105-10-24openalex-snapshot
An innovative approach for testing bioinformatics programs using metamorphic testing
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.442openalex-snapshot
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
inferredcites →https://doi.org/10.22237/jmasm/1257035100openalex-snapshot
New Effect Size Rules of Thumb
inferredcites →https://doi.org/10.2307/2531069openalex-snapshot
Statistical Methods for Meta-Analysis.
inferredcites →https://doi.org/10.48550/arxiv.2002.12543openalex-snapshot
Metamorphic Testing: A New Approach for Generating Next Test Cases
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/spe.3280openalex-snapshot
Identifying Metamorphic Relations: A Data Mutation Directed Approach
inferred← citeshttps://doi.org/10.1002/stvr.1908openalex-snapshot
MRGS‐ART: Metamorphic Relation and Group Selection Based on Adaptive Random Testing
inferred← citeshttps://doi.org/10.1007/s11219-026-09743-wopenalex-snapshot
Revisiting the cost-effectiveness of metamorphic relation composition
inferred← citeshttps://doi.org/10.1007/s11390-024-2900-7openalex-snapshot
A Reinforcement Learning Based Approach to Partition Testing
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.134273openalex-snapshot
An intelligent testing strategy based on reinforcement learning with feedback-driven dual-path pointer network
inferred← citeshttps://doi.org/10.1016/j.infsof.2025.107909openalex-snapshot
MT4Image: An efficient metamorphic testing approach for image processing applications
inferred← citeshttps://doi.org/10.1016/j.infsof.2025.107944openalex-snapshot
ISVMT: An approach of indicator systems validation based on metamorphic testing and data mutation
inferred← citeshttps://doi.org/10.1016/j.infsof.2025.107975openalex-snapshot
CPMT: A collaborative metamorphic relations and test cases prioritization approach for Metamorphic Testing
inferred← citeshttps://doi.org/10.1016/j.jss.2026.112925openalex-snapshot
Understanding Machine Learning testing in practice
inferred← citeshttps://doi.org/10.1109/compsac69091.2026.00368openalex-snapshot
Temporal Metamorphic Testing for RAG-Based LLMs under Evolving Knowledge
inferred← citeshttps://doi.org/10.1109/compsac69091.2026.00369openalex-snapshot
A Preliminary Exploration of Metamorphic Testing for Unity-Based Virtual Production Software
inferred← citeshttps://doi.org/10.1109/icst62969.2025.10988959openalex-snapshot
A Tale from the Trenches: Applying Metamorphic and Differential Testing to Bioinformatics Software
inferred← citeshttps://doi.org/10.1109/qrs-c63300.2024.00071openalex-snapshot
Adaptive Metamorphic Testing for Object Detection Systems
inferred← citeshttps://doi.org/10.1109/saner64311.2025.00011openalex-snapshot
Can Large Language Models Discover Metamorphic Relations? A Large-Scale Empirical Study
inferred← citeshttps://doi.org/10.1109/tr.2024.3521029openalex-snapshot
Semantic Structure Invariance-Based Metamorphic Testing for Machine Translation Systems
inferred← citeshttps://doi.org/10.1109/tse.2024.3488525openalex-snapshot
AIM: Automated Input Set Minimization for Metamorphic Security Testing
inferred← citeshttps://doi.org/10.1142/s0218194025500846openalex-snapshot
Uncertainty and Geometric Dispersion-Driven Metamorphic Testing for DNN-Based Systems
inferred← citeshttps://doi.org/10.1145/3708521openalex-snapshot
Metamorphic Relation Generation: State of the Art and Research Directions
inferred← citeshttps://doi.org/10.1145/3832194openalex-snapshot
SpectraDL: A Historical Issue-Driven, Test Specification-Assisted Transfer Testing Approach for Deep Learning Frameworks via LLMs
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