Gülce Bal Bozkurt

E-mail

gulce@metu.edu.tr

Department

Computer Center

Dynamic Resource Management in Next Generation Networks based on Deep Q Learning Aslan, Aysun; Bal Bozkurt, Gülce; Toker, Cenk (Institute of Electrical and Electronics Engineers (IEEE); 2021-1-07) In next generation networks, with the increasing number of diverse mobile network service types, a major challenge lies in how to manage and support all mobile service users who have different Quality of Service (QoS) requ...
Dynamic Resource Management in Next Generation Networks with Dense User Traffic Aslan, Aysun; Bal Bozkurt, Gülce; Toker, Cenk (IEEE; 2020-12-04) With the era of the fifth generation (5G) networks, supporting all mobile service users who have different Quality of Service (QoS) requirements becomes the main challenge. To manage and satisfy the heterogeneous requireme...
The Hubness Phenomenon in High-Dimensional Spaces Mani, Priya; Vazquez, Marilyn; Metcalf-Burton, Jessica Ruth; Domeniconi, Carlotta; Fairbanks, Hillary; Bal Bozkurt, Gülce; Beer, Elizabeth; Tarı, Zehra Sibel (Springer, 2019) High-dimensional data analysis is often negatively affected by the curse of dimensionality. In high-dimensional spaces, data becomes extremely sparse and distances between points become indistinguishable. As a consequence,...
Photoshop plug-ins supporting visual design Bal Bozkurt, Gülce; Tarı, Zehra Sibel (2018-07-09) Visual materials are often used to increase creativity in the design process. Current web content is quite rich in terms of visual materials. Search engines, on the other hand, provide suitable user interfaces to access th...
Skeleton-Based Recognition of Shapes in Images via Longest Path Matching Bal Bozkurt, Gülce; Diebold, Julia; Chambers, Erin Wolf; Gasparovic, Ellen; Hu, Ruizhen; Leonard, Kathryn; Shaker, Matineh; Wenk, Carola (Springer, 2015) We present a novel image recognition method based on the Blum medial axis that identifies shape information present in unsegmented input images. Inspired by prior work matching from a library using only the longest path in...