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Akın Özçift

Observed names: AKIN ÖZÇİFT, Akin Ozcift, Akin Özçift, Akın ÖZÇİFT, ÖZÇİFT, AKIN
ORCID: 0000-0002-5317-5678
Observed ORCIDs: 0000-0002-5317-5678, 0000-0003-2840-1917
OpenAlex ID: A5103031378
Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms
2011 · Akin Ozcift, Arif Gulten · Computer Methods and Programs in Biomedicine · 306
Random forests ensemble classifier trained with data resampling strategy to improve cardiac arrhythmia diagnosis
2011 · Akin Özçift · Computers in Biology and Medicine · 172
SVM Feature Selection Based Rotation Forest Ensemble Classifiers to Improve Computer-Aided Diagnosis of Parkinson Disease
2011 · Akin Ozcift · Journal of Medical Systems · 119
TTC-3600: A new benchmark dataset for Turkish text categorization
2015 · Deniz Kılınç, Akın Özçift, et al. · Journal of Information Science · 84
A New Approach for Prediction of Solar Radiation with Using Ensemble Learning Algorithm
2019 · Kivanc Basaran, Akın Özçift, et al. · Arabian Journal for Science and Engineering · 77
Advancing natural language processing (NLP) applications of morphologically rich languages with bidirectional encoder representations from transformers (BERT): an empirical case study for Turkish
2021 · Akın Özçift, Kamil Akarsu, et al. · Automatika · 68
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Multiple-classifiers in software quality engineering: Combining predictors to improve software fault prediction ability
2019 · Fatih Yucalar, Akin Ozcift, et al. · Engineering Science and Technology an International Journal · 66
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Genetic algorithm wrapped Bayesian network feature selection applied to differential diagnosis of erythemato-squamous diseases
2012 · Akın Özçift, Arif Gülten · Digital Signal Processing · 51
KNN Algoritması ve R Dili ile Metin Madenciliği Kullanılarak Bilimsel Makale Tasnifi
2016 · Deniz KILINÇ, Emin BORANDAĞ, et al. · International Journal of Advances in Engineering and Pure Sciences · 45
Enhanced Cancer Recognition System Based on Random Forests Feature Elimination Algorithm
2011 · Akin Ozcift · Journal of Medical Systems · 34
A Robust Multi-Class Feature Selection Strategy Based on Rotation Forest Ensemble Algorithm for Diagnosis of Erythemato-Squamous Diseases
2010 · Akin Ozcift, Arif Gulten · Journal of Medical Systems · 32
Majority vote feature selection algorithm in software fault prediction
2018 · Emin Borandag, Akin Ozcift, et al. · Computer Science and Information Systems · 31
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Developing a fake news identification model with advanced deep language transformers for Turkish covid-19 misinformation data
2021 · MEHMET BOZUYLA, AKIN ÖZÇİFT · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 21
Medical Sentiment Analysis Based on Soft Voting Ensemble Algorithm
2020 · Akın Özçift · Yönetim Bilişim Sistemleri Dergisi · 14
Assessing Effects of Pre-Processing Mass Spectrometry Data on Classification Performance
2008 · Akin Ozcift, Arif Gulten · European Journal of Mass Spectrometry · 14
Development of majority vote ensemble feature selection algorithm augmented with rank allocation to enhance Turkish text categorization
2020 · Emin BORANDAĞ, Akın ÖZÇİFT, et al. · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 13
Regression Analysis Based Software Effort Estimation Method
2016 · Fatih Yücalar, Deniz Kilinc, et al. · International Journal of Software Engineering and Knowledge Engineering · 11
Swarm optimized organizing map (SWOM): A swarm intelligence basedoptimization of self-organizing map
2009 · Akın Özçift, Mehmet Kaya, et al. · Expert Systems with Applications · 10
Grid Aramayla Optimize Edilmiş Bayes Lojistik Regresyon Algoritmasının Türkçe Mikro Blog Verilerinde Sanal Zorbalık Tespitinde Kullanılması
2019 · Akın Özçift, Deniz Kılınç, et al. · Academic Platform Journal of Engineering and Smart Systems · 8
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Forward stage‐wise ensemble regression algorithm to improve base regressors prediction ability: an empirical study
2012 · Akın Özçift · Expert Systems · 7
A Genetic Optimized Federated Learning Approach for Joint Consideration of End-to-End Delay and Data Privacy in Vehicular Networks
2024 · Müge Erel-Özçevik, Akın Özçift, et al. · Electronics · 5
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Majority vote decision fusion system to assist automated identification of vertebral column pathologies
2023 · Akın Özçift, Mehmet Bozuyla · Celal Bayar Üniversitesi Fen Bilimleri Dergisi · 3
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Artificial Intelligence in Medicine and Healthcare
2023 · Akın ÖZÇİFT · 2
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Yazılım Hata Kestiriminde Kolektif Sınıflandırma Modellerinin Etkisi.
2015 · Deniz Kılınç, Emin Borandağ, et al. · UYMS · 2
Developing a Multi-Region Stacking Ensemble Framework via Scenario-Based Digital Twin Simulation for Short-Term Household Energy Demand Forecasting
2025 · Akin Ozcift, Kivanc Basaran, et al. · Applied Sciences · 1
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Works count: 35
Citation count: 1,202
H-index: 14
I10-index: 18
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