Concepedia

Nargiz Humbatova

NH

5

Publications

666

Citations

5

H-Index

2020

Active since

Affiliations

Università della Svizzera italiana(Current)

Nargiz Humbatova is an author at Università della Svizzera italiana specializing in computer science, engineering, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningSoftware TestingArtificial IntelligenceDeep LearningSoftware AnalysisComputer EngineeringAdversarial Machine Learning

Publications per year

2020–2023

5

Publications

5

Taxonomy of real faults in deep learning systems

Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota et al. · 2020 · 272 citations

Artificial Intelligence, Engineering, Machine Learning +16

Testing machine learning based systems: a systematic mapping

Vincenzo Riccio, Gunel Jahangirova, Andrea Stocco et al. · Empirical Software Engineering · 2020 · 226 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

DeepCrime: mutation testing of deep learning systems based on real faults

Nargiz Humbatova, Gunel Jahangirova, Paolo Tonella · 2021 · 111 citations

Artificial Intelligence, Engineering, Machine Learning +18

DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score

Vincenzo Riccio, Nargiz Humbatova, Gunel Jahangirova et al. · 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2021 · 40 citations

Artificial Intelligence, Engineering, Machine Learning +19

Repairing DNN Architecture: Are We There Yet?

Jin-Han Kim, Nargiz Humbatova, Gunel Jahangirova et al. · 2023 · 17 citations · Full text

Artificial Intelligence, Dnn Architecture, Data Augmentation +14

Rows per page

1–5 of 5