Ivan Izonin

EDLDR: An Ensemble Deep Learning Technique for Detection and Classification of Diabetic Retinopathy

Sambit S Mondal, Nirupama Mandal, Krishna Kant Singh et al. · Diagnostics · 2022 · 102 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data based on the GRNN-SGTM Ensemble

Roman Tkachenko, Ivan Izonin, Natalia Kryvinska et al. · Sensors · 2020 · 97 citations · Full text

Engineering, Machine Learning, Missing Iot Data +18

A Two-Step Data Normalization Approach for Improving Classification Accuracy in the Medical Diagnosis Domain

Ivan Izonin, Roman Tkachenko, Nataliya Shakhovska et al. · Mathematics · 2022 · 91 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +27

Homogeneous Adaboost Ensemble Machine Learning Algorithms with Reduced Entropy on Balanced Data

Mahesh Thyluru Ramakrishna, Vinoth Kumar Venkatesan, Ivan Izonin et al. · Entropy · 2023 · 79 citations · Full text

Engineering, Machine Learning, Ensemble Methods +20

The Combined Use of the Wiener Polynomial and SVM for Material Classification Task in Medical Implants Production

Ivan Izonin, Zoia Duriagina, Roman Tkachenko et al. · International Journal of Intelligent Systems and Applications · 2018 · 72 citations · Full text