Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Classification of brain tumors from MR images using deep transfer learning

Journal Of Supercomputing, vol.77, no.7, pp.7236-7252, 2021 (Journal Indexed in SCI) identifier identifier

Determination of Pneumonia in X-ray Chest Images by Using Convolutional Neural Network

Turkish Journal Of Electrical Engineering And Computer Sciences, vol.29, pp.1615-1627, 2021 (Journal Indexed in SCI Expanded)

Protein fold classification with Grow-and-Learn network

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.25, no.2, pp.1184-1196, 2017 (Journal Indexed in SCI) identifier identifier

Protein Fold Recognition Using Self-Organizing Map Neural Network

CURRENT BIOINFORMATICS, vol.11, no.4, pp.451-458, 2016 (Journal Indexed in SCI) identifier identifier

Motifs and structural blocks retrieval by GHT

EUROPEAN PHYSICAL JOURNAL PLUS, vol.129, no.6, 2014 (Journal Indexed in SCI) identifier identifier

Protein motifs retrieval by SS terns occurrences

PATTERN RECOGNITION LETTERS, vol.34, no.5, pp.559-563, 2013 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Detection of Covid-19 from Chest CT Images Using Xception Architecture: A Deep Transfer Learning Based Approach

Sakarya University Journal of Science, vol.25, no.3, pp.813-823, 2021 (Refereed Journals of Other Institutions)

Determination of highly effective attributes in fold level classification of proteins

International Advanced Researches and Engineering Journal, vol.3, no.1, pp.32-39, 2019 (Refereed Journals of Other Institutions)

Hough Dönüşümü Kullanılarak Protein Yapısal Bloklarının Karşılaştırılması

EMO Bilimsel Dergi, vol.3, no.6, pp.91-97, 2014 (Other Refereed National Journals)

Refereed Congress / Symposium Publications in Proceedings

GAL A˘gı ile Cinsiyet Sınıflama

27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU 2019, Turkey, 24 - 26 April 2019

Determination of Highly Effective Attributes in Fold Level Classification of Proteins

International Advanced Researches and Engineering Congress, 16 - 18 November 2017

Protein Fold Classification using Kohonen s Self Organizing Map

2nd International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2014, 7 - 09 April 2014

Search of Protein Structural Blocks through Secondary Structure Triplets

3rd International Conference Image Processing Theory, Tools and Applications, IPTA'12, 15 - 18 October 2012 identifier

Hough Dönüşümü Kullanılarak Protein Yapısal Bloklarının Karşılaştırılması

Elektrik-Elektronik ve Bilgisayar Mühendisliği Sempozyumu, ELECO 2012, Turkey, 29 November - 01 December 2012

Motif Retrieval by Exhaustive Matching and Couple Co occurrences

9th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB'12, 12 - 14 July 2012

Protein Structural Motifs Search in Protein Data Bank

International Conference on Computer Systems and Technologies, CompSysTech'12, 22 - 23 June 2012

Structural Motif Representation and search through Unsupervised NN

22nd International Conference on Artificial Neural Networks, ICANN'12, 11 - 14 September 2012

Structural Analysis of Protein Secondary Structure by GHT

21st International Conference on Pattern Recognition, ICPR'12, 11 - 15 November 2012 identifier

Fast Gender Classification

IEEE International Conference on Computational Intelligence and Computing Research, ICCIC'10, 28 - 29 December 2010

Books & Book Chapters

Searching Structural Blocks by SS Exhaustive Matching

in: Lecture Notes in Bioinformatics, LEIF PETERSON, GIUSEPPE RUSSO, FRANCESCO MASULLI, Editor, ©Springer-Verlag Berlin Heidelberg, pp.57-69, 2013

Comparison of GHT-Based Approaches to Structural Motif Retrieval

in: Lecture Notes in Computer Science, A. PETROSINO, L. MADDALENA, P. PALA, Editor, ©Springer-Verlag Berlin Heidelberg, pp.356-362, 2013

Protein Structural Blocks Representation and Search through Unsupervised NN

in: Lecture Notes in Computer Science, A.E.P. VILLA et al., Editor, ©Springer-Verlag Berlin Heidelberg, pp.515-522, 2012