Yazar "Uylaş Satı, Nur" için listeleme
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Application of the Polyhedral Conic Functions Method in the Text Classification and Comparative Analysis
Uylaş Satı, Nur; Ordin, Burak (Hindawi Ltd, 2018)In direct proportion to the heavy increase of online information data, the attention to text categorization (classification) has also increased. In text categorization problem, namely, text classification, the goal is to ... -
A collective learning approach for semi-supervised data classification
Uylaş Satı, Nur (Pamukkale Univ, 2018)Semi-supervised data classification is one of significant field of study in machine learning and data mining since it deals with datasets which consists both a few labeled and many unlabeled data. The researchers have ... -
A Novel Membership Function Definition for Fuzzy Classification
Uylaş Satı, Nur (Yüzüncü Yıl Üniversitesi, 2023)In this paper, a novel membership function is defined for fuzzy sets using a supervised learning approach. Firstly, the training dataset is separated using the previously defined polyhedral conic functions in a supervised ...
