Published journal articles indexed by SCI, SSCI, and AHCI
Two Stage Deep Learning Based Stacked Ensemble Model for Web Application Security
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS
, vol.16, no.2, pp.632-657, 2022 (SCI-Expanded)
A Novel Overlapping Method to Alleviate the Cold-Start Problem in Recommendation Systems
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
, vol.31, no.09, pp.1277-1297, 2021 (SCI-Expanded)
Kd-tree and adaptive radius (KD-AR Stream) based real-time data stream clustering
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
, vol.35, no.1, pp.337-354, 2020 (SCI-Expanded)
Lattice approach to video steganography
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, vol.23, pp.2074-2088, 2015 (SCI-Expanded)
A STUDY ON COST ANALYSIS FOR IPv6 PROTOCOL TRANSITION
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
, vol.27, no.1, pp.151-161, 2012 (SCI-Expanded)
OBJECT ORIENTED AGGLOMERATIVE HIERARCHICAL CLUSTERING MODEL IN DATA MINING
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
, vol.26, no.1, pp.27-39, 2011 (SCI-Expanded)
Articles Published in Other Journals
COVID-19 Detection from Chest X-Ray Images and Hybrid Model Recommendation with Convolutional Neural Networks
Journal of advanced research in natural and applied sciences (Online)
, vol.7, no.4, pp.486-503, 2021 (Peer-Reviewed Journal)
Using Software Design Patterns for Reusability
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi
, vol.37, no.3, pp.377-391, 2021 (Peer-Reviewed Journal)
Yapay Zeka Yöntemlerinde Entropi
Journal of Information Systems and Management Research
, vol.1, no.1, pp.15-22, 2019 (Peer-Reviewed Journal)
Genetic Algorithm and Fuzzy Logic Based FlexibleQuerying in Databases
JOURNAL OF COMPUTERS
, vol.13, no.6, pp.678-691, 2018 (Peer-Reviewed Journal)
A Review on Business Intelligence and Big Data
International Journal of Intelligent Systems and Applications in Engineering
, vol.4, no.5, pp.206-215, 2017 (Peer-Reviewed Journal)
Crime Analysis Based on Association Rules Using Apriori Algorithm
International Journal of Information and Electronics Engineering
, vol.7, no.3, pp.99-102, 2017 (Peer-Reviewed Journal)
Çoklu Regresyon Metoduyla Elektrik Tüketim Talebini Etkileyen Faktörlerin İncelenmesi
Selçuk Üniversitesi Mühendislik, Bilim ve Teknoloji Dergisi
, vol.4, no.3, pp.182-195, 2016 (Peer-Reviewed Journal)
Estimating Turkey s IPv6 Transition Cost
Gazi University Journal of Polytechnic
, vol.17, no.2, pp.15-27, 2014 (Peer-Reviewed Journal)
Bölümleyici kümeleme algoritmalarının farklı veri yoğunluklarında karşılaştırılması
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi
, vol.30, no.1, pp.1-6, 2014 (Peer-Reviewed Journal)
Türkiye nin IPv6 ya Geçiş Maliyetinin Öngörülmesi
Politeknik Dergisi
, vol.17, no.2, pp.59-73, 2014 (Peer-Reviewed Journal)
Kullanıcı Merkezli İnteraktif Veri Madenciligi Bir Literatür Taraması
Bilişim Teknolojileri Dergisi
, vol.3, no.1, pp.17-22, 2010 (Peer-Reviewed Journal)
Abant İzzet Baysal Üniversitesi Web Sitesi Kullanılabilirlik Analizi
Bilişim Teknolojileri Dergisi
, vol.2, no.2, pp.33-38, 2009 (Peer-Reviewed Journal)
Türkiye Tüketici Portalının Kullanılabilirligi Üzerine Deneysel Bir Çalısma
Bilişim Teknolojileri Dergisi
, vol.2, no.3, pp.19-26, 2009 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings
Bidirectional LSTM Based Intrusion Detection System for Web Applications.
International Conference on All Aspects of Cyber Security (A2CS’xx19), 24 - 25 October 2019, pp.53-57
Deep Learning Based Web Application Security
2nd International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 26 - 27 April 2019, pp.349-354
Secure Multiparty Computation and Blockchain-Smart Contract Based Election System
InternationalConference on Applied Mathematics in Engineering (ICAME), Balıkesir, Turkey, 27 - 29 June 2018
Comparison of Classification Algorithms used in Intrusion Detection Systems
International Conference onApplied Mathematics in Engineering (ICAME), Balıkesir, Turkey, 27 - 29 June 2018
Genetic Algorithm and Fuzzy Logic Based Flexible Querying in Databases
4th International Conference on Electrical and Electronics Engineering 2017, 8 - 10 April 2017
Coğrafi Bilgi Sistemi İstemci Sunucu Mimarisinde Ağ Trafiği Optimizasyonu
SAVTEK 2016, Turkey, 12 - 14 October 2016
A Model of Steganographic Report for Web Application Security
Global Conference on Applied Computing in Science and Engineering, 27 - 29 July 2016
Application of Different Steganography Algorithms on Various Image Formats
Global Conference on Applied Computing in Science and Engineering, 27 - 29 July 2016
Implementation of a New Recommendation System Based On Decision Tree Using Implicit Relevance Feedback
7th International Conference on Software Technology and Engineering (ICSTE 2015), 19 - 20 September 2015
A New Method Based on Tree Simplification and Schema Matching for Automatic Web Result Extraction and Matching
International MultiConference of Engineers and Computer Scientists, Hong Kong, 18 - 20 March 2015
Extraction of Automatic Search Result Records Using Content Density Algorithm Based on Node Similarity
The International Conference on Data Mining, Internet Computing, and Big Data (BigData2014), 17 - 19 November 2014
Country Study On IPv6 Protocol Transition Survey
1th National IPv6 Conference, Turkey, 12 - 13 January 2011, pp.19-25
Books & Book Chapters
BÜYÜK VERİ ÜZERİNDE FİKİR MADENCİLİĞİ YÖNTEMLERİ
in: Yeni Nesil Teknolojiler Işığında YAPAY ZEKÂ VE DİJİTAL DÖNÜŞÜM, Murat Yılmaz,Muhammed Ali Akcayol, Editor, Nobel Yayın Dağıtım, Ankara, pp.127-142, 2022