All Stories

  1. Adversarial Prompt Detection in Large Language Models: A Classification-Driven Approach

    Article • Computers Materials & Continua, January 2025, Tsinghua University Press

    Mr Aytuğ Onan

  2. Consensus Clustering-Based Undersampling Approach to Imbalanced Learning

    Article • Scientific Programming, March 2019, Hindawi Publishing Corporation

    Mr Aytuğ Onan

  3. Biomedical Text Categorization Based on Ensemble Pruning and Optimized Topic Modelling

    Article • Computational and Mathematical Methods in Medicine, July 2018, Hindawi Publishing Corporation

    Mr Aytuğ Onan

  4. Hybrid supervised clustering based ensemble scheme for text classification

    Article • Kybernetes, February 2017, Emerald

    Mr Aytuğ Onan

  5. A feature selection model based on genetic rank aggregation for text sentiment classification

    Article • Journal of Information Science, February 2017, SAGE Publications

    Mr Aytuğ Onan

  6. An ensemble scheme based on language function analysis and feature engineering for text genre classification

    Article • Journal of Information Science, December 2016, SAGE Publications

    Mr Aytuğ Onan

  7. A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification

    Article • Expert Systems with Applications, November 2016, Elsevier

    Mr Aytuğ Onan

  8. Ensemble of keyword extraction methods and classifiers in text classification

    Article • Expert Systems with Applications, September 2016, Elsevier

    Mr Aytuğ Onan

  9. The Use of Data Mining for Strategic Management: A Case Study on Mining Association Rules in Student Information System / Upotreba rudarenja podataka u strateškom menadžmentu: analiza slučaja upotrebe pravila pridruživanja rudarenja podataka u informacijs

    Article • Croatian Journal of Education - Hrvatski časopis za odgoj i obrazovanje, April 2016, Faculty of Teacher Education, University of Zagreb

    Mr Aytuğ Onan

  10. A review of literature on the use of machine learning methods for opinion mining

    Article • Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, January 2016, LookUs Bilisim, Ltd.

    Mr Aytuğ Onan

  11. A review of literature on the use of machine learning methods for opinion mining

    Article • Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, January 2016, LookUs Bilisim, Ltd.

    Mr Aytuğ Onan

  12. Exploring Performance of Instance Selection Methods in Text Sentiment Classification

    Article • January 2016, Springer Science + Business Media

    Mr Aytuğ Onan

  13. A fuzzy-rough nearest neighbor classifier combined with consistency-based subset evaluation and instance selection for automated diagnosis of breast cancer

    Article • Expert Systems with Applications, November 2015, Elsevier

    Mr Aytuğ Onan

  14. A Stochastic Gradient Descent Based SVM with Fuzzy-Rough Feature Selection and Instance Selection for Breast Cancer Diagnosis

    Article • Journal of Medical Imaging and Health Informatics, November 2015, American Scientific Publishers

    Mr Aytuğ Onan

  15. Classifier and feature set ensembles for web page classification

    Article • Journal of Information Science, June 2015, SAGE Publications

    Mr Aytuğ Onan

  16. Ensemble methods for opinion mining

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Aytuğ Onan

  17. Şirket İflaslarının Tahminlenmesinde Karar Ağacı Algoritmalarının Karşılaştırmalı Başarım Analizi

    Article • Bilişim Teknolojileri Dergisi, January 2015, International Journal of Informatics Technologies

    Mr Aytuğ Onan

  18. Artificial Immune System Based Web Page Classification

    Article • January 2015, Springer Science + Business Media

    Mr Aytuğ Onan

  19. On the Performance of Ensemble Learning for Automated Diagnosis of Breast Cancer

    Article • January 2015, Springer Science + Business Media

    Mr Aytuğ Onan

  20. THE USE OF PROMETHEE OUTRANKING METHOD IN EVALUATION OF HOUSING PROJECTS

    Article • İktisadi ve İdari Bilimler Fakültesi Dergisi, June 2014, Bilimsel Tip Publishing House

    Mr Aytuğ Onan