Publications & Works

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

Permission-based Android Malware Detection System Using Feature Selection with Genetic Algorithm

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, vol.29, no.2, pp.245-262, 2019 (Journal Indexed in SCI) identifier identifier

Melanoma detection from dermoscopy images with deep learning methods: A comprehensive study

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.34, no.4, pp.2241-2260, 2019 (Journal Indexed in SCI) Creative Commons License Sustainable Development identifier identifier

An Effective Sample Preparation Method for Diabetes Prediction

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, vol.15, no.6, pp.968-973, 2018 (Journal Indexed in SCI) Sustainable Development identifier identifier

Diagnosis of Acute Coronary Syndrome with a Support Vector Machine

JOURNAL OF MEDICAL SYSTEMS, vol.40, no.4, 2016 (Journal Indexed in SCI) identifier identifier identifier

GENE SELECTION FOR BREAST CANCER CLASSIFICATION BASED ON DATA FUSION AND GENETIC ALGORITHM

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.27, no.3, pp.659-668, 2012 (Journal Indexed in SCI) identifier identifier

A DECISION SUPPORT SYSTEM TO EVALUATE EMPLOYEE PERFORMANCE AND ITS APPLICATION

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.23, no.1, pp.239-248, 2008 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Comparative analysis of machine learning algorithms in detection of phishing websites

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, vol.24, no.2, pp.276-282, 2018 (Journal Indexed in ESCI) identifier

Matematik Öğretimi İçin Nokta Belirleme Tekniğine Dayalı Bir Mobil Uygulama

İstanbul Eğitimde Yenilikçilik Dergisi, vol.3, no.1, pp.55-62, 2017 (Other Refereed National Journals)

Ekonomik Endeksler Kullanılarak Türkiye deki Altın Fiyatındaki Değişim Yönünün Yapay Sinir Ağları İle Tahmini

Düzce Üniversitesi Bilim ve Teknoloji Dergisi, vol.4, no.3, pp.926-934, 2016 (Refereed Journals of Other Institutions)

Implementation of a New Recommendation System Based on Decision Tree Using Implicit Relevance Feedback

Journal of Software, vol.10, no.12, pp.1367-1374, 2015 (Refereed Journals of Other Institutions) Creative Commons License

Machine Learning Techniques in Diagnosis of Pulmonary Embolism

JOURNAL OF CLINICAL AND ANALYTICAL MEDICINE, vol.6, pp.729-732, 2015 (Journal Indexed in ESCI) identifier

Makine Öğrenmesi Teknikleriyle Saldırı Tespiti: Karşılaştırmalı Analiz

MARMARA UNIVERSITY JOURNAL OF SCIENCE, vol.26, no.3, pp.108, 2014 (Other Refereed National Journals) Creative Commons License

Breast Cancer Diagnosis Based On Naive Bayes Machine Learning Classifier With Knn Missing Value Imputation

Global Journal on Technology, vol.4, no.2, pp.401-407, 2013 (Refereed Journals of Other Institutions)

Breast Cancer Diagnosis Based on Naïve Bayes Machine Learning Classifier with KNN Missing Data Imputation

Global Journal on Technology, vol.4, no.2, pp.401-407, 2013 (Refereed Journals of Other Institutions)

Reklam İçerikli Epostaların Metin Madenciliği Yöntemleri ile Otomatik Tespiti

Bilişim Teknolojileri Dergisi, vol.6, no.1, 2013 (Other Refereed National Journals)

Personel Seçiminde Eşleşme Yöntemi Temeline Dayanan Bir Uzman Sistem Yaklaşımı

Engineering Sciences, vol.5, no.4, 2010 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Predicting the survival of heart failure patients in unbalanced data sets Dengesiz veri setlerinde kalp yetmezliǧi hastalarinin saǧkalim tespiti

29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021 identifier

Collecting parts by indoor mapping method Kapali alanda haritalandirma yöntemi ile parça toplama

29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9 - 11 June 2021 identifier

Machine Learning In Bioinformatics: Gene Expression And Microarray Studies

2020 Medical Technologies Congress (TIPTEKNO), Turkey, 19 November 2020 identifier

Content Based Sentiment Analysis for Turkish Twitter Feeds Through Vector Space Model

2019 1st International Informatics and Software Engineering Conference (UBMYK), Ankara, Turkey, Turkey, 6 - 07 November 2019 identifier

Detection of Plant Diseases by Machine Learning

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

Sentiment Analysis on Turkish Social Media Shares through Lexicon Based Approach

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.45-49 identifier identifier

Specification Based Automatic Product Categorization From Unstructured Data

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

Decision Support System Based Fuzzy Logic for Academic Personnel Performance Evaluation

International Mediterranean Science and Engineering Congress (IMSEC 2017), 25 - 27 October 2017

Makine Öğrenmesi Yöntemleri ile Otomatik Çevrimdışı İmza Tanıma ve Doğrulama Sistemi

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

Forecasting the annual electricity consumption of Turkey using a hybrid model

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

Music Genre Classification With Machine Learning Techniques

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

Development Of Content Based Book Recommendation System Using Genetic Algorithm

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1025-1028 identifier identifier

Performance Analysis Of Machine Learning Techniques In Intrusion Detection

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1473-1476 identifier identifier

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

Dimensionality reduction with PCA in block based DCT domain

International Conference on Advanced Technology & Sciences (ICAT'14), Antalya, Turkey, 12 - 15 August 2014, pp.216-220

Cardiac Arrhythmia Analysis Using Hidden Markov Model and Murmur Diagnosis

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.2031-2034 identifier identifier

Feature Selection and Dimensionality Reduction on Gene Expressions

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Gene selection for breast cancer Meme kanseri̇ siniflandirmasi i̇çi̇n gen seçi̇mi̇

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Turkey, 18 - 20 April 2012 Sustainable Development identifier

A priority based protocol and load balancing for queue management on wireless networks

The 2008 International Conference on Wireless Networks (ICWN'08), 14 - 17 July 2008, pp.341-344

Rule-Based Mobility Management Routing for Mobile Ad Hoc Networks

WORLDCOMP’08 – The 2008 International Conference on Wireless Networks (ICWN’08), Las Vegas Nevada, United States Of America, 14 - 17 July 2008

Rule-Based Mobility Management Routing for Mobile Ad Hoc Networks

The 2008 International Conference on Wireless Networks (ICWN'08), Las Vegas, United States Of America, 14 - 17 July 2008, pp.175-179 identifier

A Priority Based Protocol And Load Balancing For Queue Management On Wireless Networks

The 2008 International Conference on Wireless Networks (ICWN'08), Las Vegas, United States Of America, 14 - 17 July 2008, pp.341-344 identifier