Nargiz Humbatova

1. Taxonomy of Real Faults in Deep Learning Systems
   2019/10/24 by Nargiz Humbatova, Humbatova, Nargiz, Gunel Jahangirova +9 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
2. DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score
   2021/09/15 by Vincenzo Riccio, Nargiz Humbatova, Riccio, Vincenzo +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #D.2.5 #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
3. Real Faults in Deep Learning Fault Benchmarks: How Real Are They?
   2024/12/20 by Gunel Jahangirova, Nargiz Humbatova, Jahangirova, Gunel +7 · 2 citations
   Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications #Software Engineering Research
4. MuFF: Stable and Sensitive Post-training Mutation Testing for Deep Learning
   2025/01/16 by Jin-Han Kim, Kim, Jinhan, Nargiz Humbatova +7 · 1 citation
   Computer Science · #Topic Modeling #Machine Learning and Data Classification #Computational Physics and Python Applications