Oleksandr Davydko

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Probabilistic Classifiers

Higher Classification Accuracy

Classification Schemes

Top Venues

xAI (Late-breaking Work, Demos, Doctoral Consortium)

Publications

Oleksandr Davydko, Vladimir Pavlov, Luca Longo
Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions Classification with the Integrated Gradients XAI Attribution Method. xAI (1) (2023)
Oleksandr Davydko
Lung images Classification with Textural Characteristics and Hybrid Classification Schemes. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Oleksandr Davydko, Olena Horodetska, Ievgen Nastenko, Yaroslav Hladkyi, Vladimir Pavlov, Luca Longo, Mykola Linnik, Oleksandr Galkin
A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19. CSIT (2022)
Oleksandr Davydko, Yaroslav Hladkyi, Mykola Linnik, Olena Nosovets, Vladimir Pavlov, Ievgen Nastenko
Hybrid Classifiers Based on CNN, LSOF, GMDH in COVID-19 Pneumonic Lesions Types Classification Task. CSIT (1) (2021)
Oleksandr Matviichuk, Olena Nosovets, Mykola Linnik, Oleksandr Davydko, Vladimir Pavlov, Ievgen Nastenko
Class-Oriented Features Selection Technology in Medical Images Classification Problem on the Example of Distinguishing Between Tuberculosis Sensitive and Resistant Forms. CSIT (1) (2021)