[PDF][PDF] Intelligent Methods and Models for Assessing Level of Student Adaptation to Online Learning.

V Teslyuk, A Doroshenko, D Savchuk - COLINS (1), 2023 - ceur-ws.org
The problem of introducing online learning is becoming more and more popular in our
society. Due to COVID-19 and the war in Ukraine, there is an urgent need for the transition of …

Performance Evaluation and Parametric Optimization of Coal‐Fired Water Tube Boiler Using the Grey‐Taguchi Method

I Talib, M Yasin, J Hussain… - International Journal of …, 2023 - Wiley Online Library
Industries, district heating companies, and public institutions that use boilers for heating,
processing, or power production find it challenging to run at peak efficiencies due to rising …

[PDF][PDF] Machine Learning and Classical Methods Combined for Text Differentiation.

I Khomytska, V Teslyuk, I Bazylevych, Y Kordiiaka - COLINS, 2022 - ceur-ws.org
The novelty of the research is an offered combination of the machine learning method–the
data clustering and the classical method–the Student's t-test to differentiate English and …

Investigation of machine learning classification methods effectiveness

D Savchuk, A Doroshenko - 2021 IEEE 16th International …, 2021 - ieeexplore.ieee.org
The question of data collection and processing constantly arises in our lives. Therefore, to
use this data, people need to know how to work with it properly. The paper's primary …

Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification

O Narushynska, V Teslyuk, A Doroshenko… - Big Data and Cognitive …, 2024 - mdpi.com
The precise categorization of brief texts holds significant importance in various applications
within the ever-changing realm of artificial intelligence (AI) and natural language processing …

Prediction of the Occurrence of Threatening Conditions in Individuals as a Problem of Assigning an Object to a Class

O Mulesa, O Yatsyna, O Melnyk… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
The research studies the problem of predicting the appearance of depressive disorders in
individuals. A verbal and mathematical formulation of the task of assigning an object to a …