Yazar "Cihan, Pınar" için TR-Dizin İndeksli Yayınlar Koleksiyonu listeleme
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Deep Learning-Based Approach for Missing Data Imputation
Cihan, Pınar (2020)The missing values in the datasets are a problem that will decrease the machine learning performance. New methods arerecommended every day to overcome this problem. The methods of statistical, machine learning, evolutionary ... -
Effect of Imputation Methods in the Classifier Performance
Cihan, Pınar; Kalıpsız, Oya; Gökçe, Erhan (2019)Missing values in a dataset present an important problem for almost any traditional and modernstatistical method since most of these methods were developed under the assumption that thedataset was complete. However, in the ... -
Prediction of Immunoglobulin G in Lambs with Artificial Intelligence Methods
Cihan, Pınar; Gökçe, E.; Atakişi, O.; Kirmizigül, A.H.; Erdoğan, H.M. (Veteriner Fakultesi Dergisi, 2021)The health, mortality and morbidity rates of neonatal ruminants depend on colostrum quality and the amount of Immunoglobulin G (IgG) absorbed. Computer-aided estimates are important as measuring IgG concentration with ... -
A review on determination of computer aid diagnosis and/or risk factors using data mining methods in veterinary field
Cihan, Pınar; Gökçe, E.; Kalipsiz, Oya (Ataturk Universitesi, 2019)Data mining is an interdisciplinary field. In this field, statistical analysis techniques and artificial intelligence algorithms are used. Thanks to the algorithms used, hidden information within the data is revealed and ... -
Yenidoğan kuzularda bilgisayar destekli tanı
Cihan, Pınar; Kalipsiz, Oya; Gökçe, Erhan (Pamukkale Univ, 2020)In our country, the number of small ruminant animals is decreasing day by day due to various reasons. In parallel with the decrease in the number of small ruminants, significant decreases are seen in animal production. One ...