Music Genre Classification Using MIDI and Audio Features. - Zehra Cataltepe; Yusuf Yaslan; Abdullah Sonmez (EURASIP J. Adv. Signal Process., 2007)

Collective Classification Using Heterogeneous Classifiers. - Zehra Cataltepe; Abdullah Sonmez; Kadriye Baglioglu; Ayse Erzan (MLDM, 2011)

Validation of Network Classifiers. - James Li; Abdullah Sonmez; Zehra Cataltepe; Eric Bax (SSPR/SPR, 2012)

Feature enrichment and selection for transductive classification on networked data. - Zehra Cataltepe; Abdullah Sonmez; Baris Senliol (Pattern Recognit. Lett., 2014)

Improving collective classification by incorporating directed links, feature enrichment and classifier combination (Yönlü bağlantılar, öznitelik zenginleştirme ve sınıflandırıcı birleştirme ıle kolektif sınıflandırma başarımının iyileştirilmesi) - Abdullah Sönmez (2014)

Classification in Social Networks. - Zehra Çataltepe; Abdullah Sönmez (Social Networks: Analysis and Case Studies, 2014)