| 2020 | ISDA | Real-Time Content-Based Cyber Threat Detection with Machine Learning. | Emre Kocyigit, Mehmet Korkmaz, Ozgur Koray Sahingoz, Banu Diri |
| 2017 | INISTA | A combinatorial approach to construct core and generic gene co-expression networks of colon cancer. | Mustafa zgr Cingiz, Gksel Biricik, Banu Diri |
| 2017 | ISDA | NLP Based Phishing Attack Detection from URLs. | Ebubekir Buber, Banu Diri, Ozgur Koray Sahingoz |
| 2016 | INISTA | A comparative study on binary Artificial Bee Colony optimization methods for feature selection. | Zeynep Banu Ozger, Blent Bolat, Banu Diri |
| 2015 | INISTA | Automatic linking of wikipedia pages by their semantic similarity. | F. Yesjm Ikikat, Behire Gurhan, Banu Diri |
| 2014 | ICAISC | A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents. | Berna Altinel, Murat Can Ganiz, Banu Diri |
| 2014 | INISTA | A simple semantic kernel approach for SVM using higher-order paths. | Berna Altinel, Murat Can Ganiz, Banu Diri |
| 2014 | INISTA | Question identification on Turkish tweets. | Zeynep Banu Ozger, Banu Diri, Canan Girgin |
| 2014 | Interspeech | A cross-corpus experiment in speech emotion recognition. | Cevahir Parlak, Banu Diri, Fikret Grgen |
| 2013 | CICLING | Extraction of Part-Whole Relations from Turkish Corpora. | Tugba Yildiz, Savas Yildirim, Banu Diri |
| 2008 | PROFES | A Fault Prediction Model with Limited Fault Data to Improve Test Process. | Cagatay Catal, Banu Diri |
| 2008 | TASE | A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines. | Cagatay Catal, Banu Diri |
| 2007 | DEPCoS | An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software. | Cagatay Catal, Banu Diri, Bulent Ozumut |
| 2007 | PROFES | Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System. | Cagatay Catal, Banu Diri |
| 2006 | NLDB | Automatic Turkish Text Categorization in Terms of Author, Genre and Gender. | Mehmet Fatih Amasyali, Banu Diri |