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Retail data predictive analysis using machine learning models
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2020)
Machine Learning (ML) is a popular field which deals with training the system with data (experience), performing some task (regression or classification) and evaluating the system with the desired performance metrics. ML ...
Turkish private pension fund size forecasting as an application of data analytics
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2020)
In this study univariate and multivariate models are used to forecast the net changes in total pension fund size of a private pension company in Turkey, using the daily data between November 2003 and November 2020. Univariate ...
The automatic identification of butterfly species using deep learning methodologies
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2020)
Automatic identification of butterflies, especially at an expert level, is needed for important topics such as species conservation studies, minimizing the insect damage on plants in agriculture, and biodiversity conservation. ...
A study on churn prediction in telecommunication and Pay TV area
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2020)
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