4 papers
The Culture Within: Towards Mechanistic Understanding of Cultural Reasoning in LLMs
Samee Arif, Furkan Danisman, Angana Borah +6
Large Language Models (LLMs) increasingly operate across culturally diverse settings, yet existing evaluations largely measure cultural behavior at the output level. We introduce C…
Decoupling risk and masking in mammographic density under irregular follow up using a latent Markov progression detection framework
Furkan Danisman, Zarina Oflaz, Zeynep Kalaylioglu +2
Background: Mammographic density is a strong marker of breast cancer risk, yet it also reduces mammographic sensitivity through masking. Screening densities are observed at irregul…
Bandwidth-free nonparametric density estimation for grouped data
Furkan Danisman, Hanna Jankowski, Camila P. E. de Souza
In some situations, data is collected under systematical and technical constraints due to uncertainty in experimental reports, intermittent measurements, confidentiality, and non-d…
METU Students' college life satisfaction
Furkan Berk Danisman, Ilyurek Kilic, Gizem Sarul +3
The research was conducted to identify the factors that influence college students' satisfaction with their college experience. Firstly, the study was focused on the literature rev…