Publications & Works

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

Story Point-Based Effort Estimation Model with Machine Learning Techniques

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, vol.30, no.1, pp.43-66, 2020 (Journal Indexed in SCI) identifier identifier

A Review of Machine Learning Applications in Veterinary Field

KAFKAS UNIVERSITESI VETERINER FAKULTESI DERGISI, vol.23, no.4, pp.673-680, 2017 (Journal Indexed in SCI) identifier identifier

A Comparison Study of Moving Object Index Structures

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, vol.24, no.6, pp.1098-1108, 2009 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Application of Small Ruminant Database and Data Analysis System (Desktop and Android Application)

Uluslararası Muhendislik Arastirma ve Gelistirme Dergisi, vol.10, pp.99-108, 2018 (Refereed Journals of Other Institutions)

YAZILIM HATA SINIFLANDIRMASINDA FARKLI NAİVE BAYES TEKNİKLERİN KIYASLANMASI

Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, vol.7, pp.1-13, 2018 (Other Refereed National Journals)

Hayvan Hastalığı Teşhisinde Normalizasyon Tekniklerinin Yapay Sinir Ağı Performansına Etkisi

e-Turkish Studies (elektronik), vol.12, no.11, pp.59-70, 2017 (Other Refereed National Journals)

Model Driven Web Application Development With Agile Practices

International Journal of Software Engineering & Applications, no.7, pp.1-11, 2016 (Refereed Journals of Other Institutions)

Öğrenci Proje Anketlerini Sınıflandırmada En İyi Algoritmanın Belirlenmesi

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, vol.8, no.1, pp.41-48, 2015 (Other Refereed National Journals)

Evaluation of Students’ Skills in Software Project

TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, vol.3, no.1, pp.42-49, 2014 (Journal Indexed in ESCI)

Yazılım Mühendisliği Ders Projelerinin Teknik Yetkinliklerinin Değerlendirilmesi

Sigma: Journal of Engineering & Natural Sciences, vol.31, no.4, pp.595-603, 2013 (International Refereed University Journal)

Modeling the Symptom-Disease Relationship by Using Rough Set Theory and Formal Concept Analysis

International Journal of Medical and Health Sciences, vol.1, pp.586-590, 2007 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

On the Use of Hyperparameter Optimization in Big Data Processing Pipelines: A Case Study

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, 31 October - 02 November 2019 identifier

Implementation of Data Preprocessing Techniques on Big Data Platforms

International Conference on Computer Science and Engineering (UBMK 2019), 11 - 15 September 2019 identifier identifier

Implementation of Association Rule Mining Algorithms on Distributed Data Processing Platforms

International Conference on Computer Science and Engineering (UBMK) 2018, 11 - 15 September 2019 identifier identifier

Feature Selection Methods on Distributed Big Data Processing Platforms

International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 September 2018 identifier identifier

Data Mining Library for Big Data Processing Platforms: A Case Study – Sparkling Water Platform

International Conference on Computer Science and Engineering (UBMK) 2018, 20 September - 23 August 2018 identifier identifier

Credit risk analysis with classification Restricted Boltzmann Machine

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

A study on forecasting the success of software projects

17th International Conference on New Trends in Intelligent Software Methodology Tools and Techniques, SoMeT 2018, Granada, Spain, 26 - 28 September 2018, vol.303, pp.678-687 identifier identifier

Predicting financial market in big data: Deep learning

International Conference on Computer Science and Engineering (UBMK), 17 - 20 October 2017 identifier identifier

Credit Scoring With Statistical And Machine Learning Methods

Turkish National Software Engineering Symposium - UYMS 2017, 18 - 20 October 2017 identifier

Bulut Bilisim Teknolojisinin Yazilim Performans Testlerinde Kullanimi

Ulusal Yazılım Mühendisliği Sempozyumu, Antalya, Turkey, 18 October 2017, vol.11, pp.477-485

Solving Test Suite Reduction Problem Using Greedy and Genetic Algorithms

9th INTERNATIONAL CONFERENCE on ELECTRONICS, COMPUTERS and ARTIFICIAL INTELLIGENCE, Targoviste, Romania, 29 June 2017, pp.1-5

Integration Issues on User Interface based Web Development

International Conference on Electronics, Computers and Artificial Intelligence, Targoviste, Romania, 29 June 2017, vol.9, pp.1-4

VETERİNERLİK ALANINDA BİR VERİTABANI TASARIMI

2. ULUSLARARASI MÜHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, Kocaeli, Turkey, 04 May 2017, pp.368-369

Comparison of Supervised Learning Algorithms Performances

International Conference on Computer Science and Engineering (UBMK 2016), 20 - 23 October 2016

Veri Madenciliği, Veri Ön İşleme Tekniklerinin Hayvancılık Verisine Uygulanması

International Conference on Computer Science and Engineering, Tekirdağ, Turkey, 20 October 2016, pp.577-585

Web Uygulamaları için Model Tabanlı Çevik Süreç Yöntemi ile Yazılım Geliştirme

Ulusal Yazılım Mühendisliği Sempozyumu, İzmir, Turkey, 09 September 2015, pp.471-478

Yazılım Geliştirme Dersleri Öğrenci Projelerinin Birliktelik Kuralı ile Değerlendirilmesi

Ulusal Yazılım Mühendisliği Sempozyumu, İzmir, Turkey, 25 September 2013, pp.1-10

Mobil Uygulamalarda Çevik Yazılım Geliştirme

Ulusal Yazılım Mühendisliği Sempozyumu UYMS'13, Antalya, Turkey, 10 September 2013, pp.1

Assessing the Human Factors in Software Development Courses Students Project

International Conference on Education and Educational Technologies, Rhodes Island, Greece, 16 July 2013, pp.222-226

Prediction of project problem effects on software risk factors

12th IEEE International Conference on Intelligent Software Methodologies, Tools and Techniques, SoMeT 2013, Budapest, Hungary, 22 - 24 September 2013, pp.57-61 identifier

Mobil Uygulamalarda Çevik Yazılım Geliştirme Metodunun Uygulanması

UYMK'12 Ulusal Yazılım Mimarisi Konferansı, İzmir, Turkey, 07 December 2012, pp.1

Yazılım Kalitesinde İnsan Faktörü

Ulusal Yazılım Mühendisliği Sempozyumu uyms2012, 01 May 2012

Servis Tabanlı Yazılım Ürün Hattı Mimarileri

fIRAT uNİVERSİTESİ eLEKTRONİK BİLGİSAYAR SEMPOZYUMU, 01 October 2011

Advanced Information Extraction with n-gram Based LSI

World Acedemy of Science Enginerring And Technolgy, 01 December 2006

A Metric-Set and Model Suggestion for Better Software Project Cost Estimation

Conference of the World-Academy-of-Science-Engineering-and-Technology, Venice, Italy, 24 - 26 November 2006, vol.16, pp.274-279 identifier

Probabilistic point queries over network-based movements

20th International Symposium on Computer and Information Sciences, ISCIS 2005, İstanbul, Turkey, 26 - 28 October 2005, pp.823-832 identifier

Veri Madenciliğinde Birliktelik Kuralları

1. Bilimde Modern Yöntemler Sempozyumu, Kocaeli, Turkey, 08 November 2005

Renk Özelliğine Dayalı Bir İçerik Tabanlı Görüntü Erişim Sistemi

Havacılıkta İleri Teknolojiler Sempozyumu, İstanbul, Turkey, 09 December 2004, pp.541-546

The Impact of Object Oriented Development Methods on Software Quality

Impact of Software Process on Quality Workshop, Ankara, Turkey, 06 June 2003, pp.38-44

Books & Book Chapters

Data Imputation Methods for Missing Values in the Context of Clustering

in: Big Data and Knowledge Sharing in Virtual Organizations, Idongesit William, Albert Gyamfi, Editor, IGI Global, 2019