Viacheslav Moskalenko
Biographic Data
| ID | 8168041 |
|---|---|
| NAME | Viacheslav Moskalenko |
| GIVEN NAMES | Viacheslav |
| FAMILY NAME | Moskalenko |
| SIGNATURE | MOSKALENKO V |
| AFFILIATIONS | Sumy State University |
| ORCID | 0000-0001-6275-9803 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Resilience-aware MLOps for AI-based medical diagnostic system
Background The healthcare sector demands a higher degree of responsibility, trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems. Machine learning operations (MLOps) for AI-based medical diagnostic systems are primarily focused on aspects such as data quality and confidentiality, bias reduction, model deployment, performance monitoring, and continuous improvement. However, so far, MLOps techniques do not take…
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Resilience-aware MLOps for AI-based medical diagnostic system
Background The healthcare sector demands a higher degree of responsibility, trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems. Machine learning operations (MLOps) for AI-based medical diagnostic systems are primarily focused on aspects such as data quality and confidentiality, bias reduction, model deployment, performance monitoring, and continuous improvement. However, so far, MLOps techniques do not take…
Adversarial Robustness in Machine Learning (1 work) · Artificial Intelligence (1 work) · Computer Science (1 work) · Data mining (1 work) · Engineering (1 work) · Environmental and Industrial Safety (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Inference (1 work) · Machine learning (1 work) · Reliability engineering (1 work)