Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

IGPRED-MultiTask: A Deep Learning Model to Predict Protein Secondary Structure, Torsion Angles and Solvent Accessibility

IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, vol.1, no.1, pp.1-12, 2022 (SCI-Expanded)

The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behcet's Disease

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, vol.19, no.3, pp.1909-1918, 2022 (SCI-Expanded) identifier identifier identifier

Dimensionality reduction for protein secondary structure and solvent accesibility prediction

JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, vol.16, no.5, 2018 (SCI-Expanded) identifier identifier identifier

Articles Published in Other Journals

Prediction of Interest Through Machine Learning Methods for Personalized Foreign Language Learning

Yükseköğretim ve Bilim Dergisi/Journal of Higher Education and Science, vol.12, no.1, pp.111-121, 2022 (Peer-Reviewed Journal) Sustainable Development

SALDA-ML: Machine Learning Based System Design to Predict Salary In-crease

Advances in Artificial Intelligence Research, vol.2, no.1, pp.15-19, 2022 (Peer-Reviewed Journal)

FBSEM: A Novel Feature-Based Stacked Ensemble Method for Sentiment Analysis

International Journal of Information Technology and Computer Science, vol.12, pp.11-22, 2020 (Peer-Reviewed Journal)

Classification of Cardiovascular Artery Diseases Using Artificial Neural Network

International Journal of Bioscience, Biochemistry and Bioinformatics, vol.10, no.1, 2020 (Peer-Reviewed Journal)

Makine Öğrenmesi ve Öznitelik Seçim Yöntemleriyle Saldırı Tespiti

Bilişim Teknolojileri Dergisi, vol.11, no.2, pp.175-185, 2018 (Peer-Reviewed Journal)

CUSTOMER CHURN ANALYSIS VIA MACHINE LEARNING METHODS

Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi, vol.18, no.1, pp.1-14, 2017 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Development of Syslog Module for Connecting Sap Systems to SIEM Software

14th INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES, Sivas, Turkey, 18 July 2022, pp.642-643

Tracking IoT Based Production Lines, 3d Monitoring and the Platform of Productivity Analysis

14th INTERNATIONAL CONFERENCE ON ENGINEERING & NATURAL SCIENCES, Sivas, Turkey, 18 July 2022

Infrastructure Building Platform for Enterprise Private Cloud Systems: An Apllication with Machine Learning

International Cumhuriyet Artificial Intelligence Applications Conference, Sivas, Turkey, 3 - 04 December 2021, pp.26-28

ROSE: A Novel Approach for Protein Secondary Structure Prediction

The International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Turkey, 18 - 20 April 2020, pp.455-464

Efficient and Scalable Broker Design for the Internet of Things Environments

IEEE Signal Processing and Communications Applications (SIU), Gaziantep, Turkey, 05 October 2020, pp.1-4 identifier

NSEM: Duygu Analizi için Özgün Yığınlanmış Topluluk Yöntemi(NSEM: Novel Stacked Ensemble Method for Sentiment Analysis)

IEEE 2018 International Conference on Artificial Intelligenceand Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018, pp.1-4 identifier

Otomatik Doküman Özetleme Sistemleri için Mobil Uygulama(Mobil application for automatic document summarization systems)

IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier

Feature Selection for Dihedral Angle Prediction

2017 9th International Conference on Computational Intelligence and Communication Networks (CICN), 16 - 17 September 2017

The Identification of Discriminative Single Nucleotide Polymorphism Sets for the Classification of Behcet's Disease

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.443-447 Sustainable Development identifier identifier

NSEM: Novel Stacked Ensemble Method for Sentiment Analysis

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018 Sustainable Development identifier

Automatic Classification of Natural Stone Tiles with Computer Vision

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.527-532 identifier identifier

Comparison of graph based document summarization method

2017 International Conference on Computer Science and Engineering (UBMK), Turkey, 05 October 2017 identifier

Çizge tabanlı doküman özetleme yöntemlerinin karşılaştırılması (Comparison of graph based document summarization method)

IEEE Conferences 2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.598-603 identifier identifier

Aşırı Öğrenme Makinaları ile Müşteri Ayrılma Analizi

International Conference on “Scientific Cooperation for the Future Economics and Administrative Sciences, Selanik, Greece, 6 - 08 September 2017, pp.23 Sustainable Development

RFM Tabanlı Farklı Kümeleme Yöntemleriyle Müşteri Segmentasyonu

International Conference on “Scientific Cooperation for the Future in Economics and Administrative Sciences, Selanik, Greece, 6 - 08 September 2017, pp.21

Graph Based Automatic Document Summarization with Different Similarity Methods

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Feature Selection for Protein Dihedral Angle Prediction

9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Cyprus (Kktc), 16 - 17 September 2017, pp.48-52 Sustainable Development identifier

Feature Selection Methods in Sentiment Analaysis

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017 Sustainable Development identifier identifier

Fabric Defect Detection with LBP-GLMC

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017 identifier identifier

Intrusion detection with autoencoder based deep learning machine

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 Sustainable Development identifier identifier

Makine Öğrenmesi Yöntemleri ile Duygu Analizi

International Artificial Intelligence and Data Processing Symposium (IDAP’xx16), Malatya, Turkey, 17 - 18 September 2016, pp.234-241

OTO KODLAYICI TABANLI DERİN ÖĞRENME MAKİNALARI İLE SPAM TESPİTİ

3. rd International Management Information System Conferance, İzmir, Turkey, 6 - 08 October 2016, pp.44-54