Browsing by Author "Polat, Ozlem"
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Motifs and structural blocks retrieval by GHT
Cantoni, Virginio; Ferone, Alessio; Petrosino, Alfredo; Polat, Ozlem (SPRINGER HEIDELBERG, 2014)The structure of a protein gives more insight on the protein function than its amino acid sequence. Protein structure analysis and comparison are important for understanding the evolutionary relationships among proteins, ... -
Protein fold classification with Grow-and-Learn network
Polat, Ozlem; Dokur, Zumray (TUBITAK SCIENTIFIC & TECHNICAL RESEARCH COUNCIL TURKEY, 2017)Protein fold classification is an important subject in computational biology and a compelling work from the point of machine learning. To deal with such a challenging problem, in this study, we propose a solution method ... -
Protein Fold Recognition Using Self-Organizing Map Neural Network
Polat, Ozlem; Dokur, Zumray (BENTHAM SCIENCE PUBL LTD, 2016)In this work, we propose a solution for the recognition of protein folds using Self-Organizing Map (SOM) neural network and present a comparison between few approaches. We use SOM, Fisher's Linear Discriminant Analysis ...