Alona Moskalenko

Orcid: 0000-0003-3443-3990

According to our database1, Alona Moskalenko authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Resilience-aware MLOps for Resource-constrained AI-system.
Proceedings of The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024), 2024

2023
Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods.
Algorithms, March, 2023

2022
Model and Training Method of the Resilient Image Classifier Considering Faults, Concept Drift, and Adversarial Attacks.
Algorithms, 2022

2020
Isolation of Tumor Areas of Histological Images for Assessment of Quantitative Parameters.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Sewer Pipe Defects Classification Based on Deep Convolutional Network with Information-Extreme Error-Correction Decision Rules.
DSMP (Selected Papers), 2020

Deep Feature Extractor with Information-Extreme Decision Rules for Visual Classification of Sewer Pipe Defects and its Training Method.
Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Multi-layer model and training method for information-extreme malware traffic detector.
Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

2019
The Model and Training Algorithm of Compact Drone Autonomous Visual Navigation System.
Data, 2019

Model and training method of moving object classification system for a compact drone.
Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

Operative Recognition of Standard Signals in the Presence of Interference with Unknown Characteristics.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

2018
Model and Training Methods of Autonomous Navigation System for Compact Drones.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018


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