Yazar "Sabzekar, Mostafa" için listeleme
-
IGPRED: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction
Gormez, Yasin; Sabzekar, Mostafa; Aydin, Zafer (WILEY111 RIVER ST, HOBOKEN 07030-5774, NJ, 2021)There is a close relationship between the tertiary structure and the function of a protein. One of the important steps to determine the tertiary structure is protein secondary structure prediction (PSSP). For this reason, ... -
A noise-aware feature selection approach for classification
Sabzekar, Mostafa (SPRINGERONE NEW YORK PLAZA, SUITE 4600 , NEW YORK, NY 10004, UNITED STATES, 2021)A noise-aware version of support vector machines is utilized for feature selection in this paper. Combining this method and sequential backward search (SBS), a new algorithm for removing irrelevant features is proposed. ... -
Protein beta-sheet prediction using an efficient dynamic programming algorithm
Sabzekar, Mostafa; Naghibzadeh, Mahmoud; Eghdami, Mandie (ELSEVIER SCI LTDTHE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND, 2017)Predicting the beta-sheet structure of a protein is one of the most important intermediate steps towards the identification of its tertiary structure. However, it is regarded as the primary bottleneck due to the presence ... -
Sample Reduction Strategies for Protein Secondary Structure Prediction
Atasever, Sema; Aydın, Zafer; Erbay, Hasan; Sabzekar, Mostafa (MDPI, ST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND, 2019)Predicting the secondary structure from protein sequence plays a crucial role in estimating the 3D structure, which has applications in drug design and in understanding the function of proteins. As new genes and proteins ...
