Akin Özçift

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 7

Top Topics

Text Categorization

Classifier Ensemble

Selection Algorithm

Feature Selection

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Expert Syst. J. Knowl. Eng.

Comput. Sci. Inf. Syst.

Publications

Mehmet Bozuyla, Akin Özçift
Developing a fake news identification model with advanced deep languagetransformers for Turkish COVID-19 misinformation data. Turkish J. Electr. Eng. Comput. Sci. 30 (3) (2022)
Emin Borandag, Akin Özçift, Yesim Kaygusuz
Development of majority vote ensemble feature selection algorithm augmented with rank allocation to enhance Turkish text categorization. Turkish J. Electr. Eng. Comput. Sci. 29 (2) (2021)
Emin Borandag, Akin Özçift, Deniz Kilinç, Fatih Yücalar
Majority vote feature selection algorithm in software fault prediction. Comput. Sci. Inf. Syst. 16 (2) (2019)
Deniz Kilinç, Akin Özçift, Fatma Bozyigit, Pelin Yildirim, Fatih Yücalar, Emin Borandag
TTC-3600: A new benchmark dataset for Turkish text categorization. J. Inf. Sci. 43 (2) (2017)
Fatih Yücalar, Deniz Kilinç, Emin Borandag, Akin Özçift
Regression Analysis Based Software Effort Estimation Method. Int. J. Softw. Eng. Knowl. Eng. 26 (5) (2016)
Deniz Kilinç, Fatma Bozyigit, Akin Özçift, Fatih Yücalar, Emin Borandag
Metin Madenciliği Kullanılarak Yazılım Kullanımına Dair Bulguların Elde Edilmesi. UYMS (2015)
Deniz Kilinç, Emin Borandag, Fatih Yücalar, Akin Özçift, Fatma Bozyigit
Yazılım Hata Kestiriminde Kolektif Sınıflandırma Modellerinin Etkisi. UYMS (2015)
Akin Özçift
Forward stage-wise ensemble regression algorithm to improve base regressors prediction ability: an empirical study. Expert Syst. J. Knowl. Eng. 31 (1) (2014)
Akin Özçift, Arif Gülten
Genetic algorithm wrapped Bayesian network feature selection applied to differential diagnosis of erythemato-squamous diseases. Digit. Signal Process. 23 (1) (2013)
Akin Özçift, Arif Gülten
A Robust Multi-Class Feature Selection Strategy Based on Rotation Forest Ensemble Algorithm for Diagnosis of Erythemato-Squamous Diseases. J. Medical Syst. 36 (2) (2012)
Akin Özçift
SVM Feature Selection Based Rotation Forest Ensemble Classifiers to Improve Computer-Aided Diagnosis of Parkinson Disease. J. Medical Syst. 36 (4) (2012)
Akin Özçift
Enhanced Cancer Recognition System Based on Random Forests Feature Elimination Algorithm. J. Medical Syst. 36 (4) (2012)
Akin Özçift
Random forests ensemble classifier trained with data resampling strategy to improve cardiac arrhythmia diagnosis. Comput. Biol. Medicine 41 (5) (2011)
Akin Özçift, Arif Gülten
Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms. Comput. Methods Programs Biomed. 104 (3) (2011)
Akin Özçift, Mehmet Kaya, Arif Gülten, Mustafa Karabulut
Swarm optimized organizing map (SWOM): A swarm intelligence basedoptimization of self-organizing map. Expert Syst. Appl. 36 (7) (2009)