Predicting Next Location of Twitter Users for Surveillance. - Sedef Gunduz; Uraz Yavanoglu; Seref Sagiroglu (ICMLA (2), 2013)

Investigating Sentimental Relation between Social Media Presence and Academic Success of Turkish Universities. - Sedef Gunduz; Fatih Demirhan; Seref Sagiroglu (ICMLA, 2014)

A New Cyber Security Alert System for Twitter. - Yigit Erkal; Mustafa Sezgin; Sedef Gunduz (ICMLA, 2015)

A Review of Machine Learning Solutions to Denial-of-Services Attacks in Wireless Sensor Networks. - Sedef Gunduz; Bilgehan Arslan; Mehmet Demirci (ICMLA, 2015)