Process Capability Analysis of Prediction Data of ML Algorithms

T Altuntaş, A Atalan - Ekonomi İşletme ve Maliye Araştırmaları …, 2024 - dergipark.org.tr
This study integrates process capability analysis with Machine Learning (ML) methods to
optimize business processes. ML, especially Random Forest (RF) and k-nearest neighbor …

Forecasting of the Dental Workforce with Machine Learning Models

A Atalan, H Şahin - Mühendislik Bilimleri ve Araştırmaları Dergisi, 2024 - dergipark.org.tr
The aim of this study is to determine the factors affecting the dental workforce in Turkey to
estimate the dentists employed with machine learning models. The predicted results were …

Strategic Forecasting of Renewable Energy Production for Sustainable Electricity Supply: A Machine Learning Approach Considering Environmental, Economic, and …

A Keskin, YA Atalan, A Atalan - 2024 - researchsquare.com
Providing electricity needs from renewable energy sources is an important issue in the
energy policies of countries. Especially changes in energy usage rates make it necessary to …

Estimating Solar Energy within the scope of environmental factors by the Neural Network algorithm

YA Atalan - Mühendislik Bilimleri ve Araştırmaları Dergisi - dergipark.org.tr
The efficiency of solar energy systems requires a complicated forecasting process due to the
variability of sunlight and environmental conditions. Among environmental factors, cloud …