Vladimir Pavlov
Orcid: 0000-0002-3293-5308
According to our database1,
Vladimir Pavlov
authored at least 18 papers
between 2013 and 2024.
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Bibliography
2024
SRFAMap: A Method for Mapping Integrated Gradients of a CNN Trained with Statistical Radiomic Features to Medical Image Saliency Maps.
Proceedings of the Explainable Artificial Intelligence, 2024
2023
Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions Classification with the Integrated Gradients XAI Attribution Method.
Proceedings of the Explainable Artificial Intelligence, 2023
A classifier of the Random Forest type based on GMDH, logistic transformation and positional voting.
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023
2022
Positional Approach to the Voting Function Formation of Random Forest Trees as an Example of Solving the Differentiating Tuberculosis Forms Problem.
Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022
A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19.
Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022
2021
Class-Oriented Features Selection Technology in Medical Images Classification Problem on the Example of Distinguishing Between Tuberculosis Sensitive and Resistant Forms.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021
Optimal Complexity Structures of Ultrasound Image Models in Diagnostic Decision Making System.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021
Hybrid Classifiers Based on CNN, LSOF, GMDH in COVID-19 Pneumonic Lesions Types Classification Task.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021
2020
Liver Pathological States Identification with Self-organization Models Based on Ultrasound Images Texture Features.
Proceedings of the Advances in Intelligent Systems and Computing V, 2020
2018
Program. Comput. Softw., 2018
2017
Proceedings of the Perspectives of System Informatics, 2017
2016
Automatic capturing and analysis of manual manufacturing processes with minimal setup effort.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
2015
Efficient Control and Communication Paradigms for Coarse-Grained Spatial Architectures.
ACM Trans. Comput. Syst., 2015
CEPBoard: Collaborative Electronic Performance Board and Editor for Production Environments in Industry 4.0.
Proceedings of the 4th International Symposium on Pervasive Displays, 2015
2014
IEEE Micro, 2014
2013
Exploring Automated Reasoning in First-Order Logic: Tools, Techniques and Application Areas.
Proceedings of the Knowledge Engineering and the Semantic Web, 2013
Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013