| 2016 | ICMLA | ADHD and ASD Classification Based on Emotion Recognition Data. | Mahiye Uluyagmur-Ozturk, Ayse Rodopman Arman, Seval Sultan Yilmaz, Onur Tugce Poyraz Findik, Herdem Aslan Genc, Gresa Carkaxhiu-Bulut, M. Yanki Yazgan, Umut Teker, Zehra Cataltepe |
| 2016 | NOMS | Online feature selected semi-supervised decision trees for network intrusion detection. | Zehra Cataltepe, mit Ekmeki, Tanju Cataltepe, Ismail Kelebek |
| 2014 | ICMLA | Learner Engagement Measurement and Classification in 1: 1 Learning. | Sinem Aslan, Zehra Cataltepe, Itai Diner, Onur Dundar, Asli Arslan Esme, Ron Ferens, Gila Kamhi, Ece Oktay, Canan Soysal, Murat Yener |
| 2012 | CSEDU | Learning Styles for K-12 Mathematics e-Learning. | Atakan Aral, Zehra Cataltepe |
| 2012 | SSPR | Validation of Network Classifiers. | James Li, Abdullah Sonmez, Zehra Cataltepe, Eric Bax |
| 2009 | IDEAL | Random Relevant and Non-redundant Feature Subspaces for Co-training. | Yusuf Yaslan, Zehra Cataltepe |
| 2007 | ICDE | An Improvement of Centroid-Based Classification Algorithm for Text Classification. | Zehra Cataltepe, Eser Aygn |
| 2006 | ICPR | Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods. | Yusuf Yaslan, Zehra Cataltepe |
| 2004 | ICIP | Identification of insect damaged wheat kernels using transmittance images. | Zehra Cataltepe, A. Enis etin, Tom C. Pearson |
| 2004 | IJCNN | Fast insect damage detection in wheat kernels using transmittance images. | Zehra Cataltepe, Thomas Pearson, A. Enis etin |
| 2003 | ISCC | Characterizing Nature and Location of Congestion on the Public Internet. | Zehra Cataltepe, Prat Moghe |