Naive Bayes classifier for continuous variables using novel method (NBC4D) and distributions. - Pelin Yildirim; Derya Birant (INISTA, 2014)

Discovering the relationships between yarn and fabric properties using association rule mining. - Pelin Yildirim; Derya Birant; Tuba Alpyildiz (Turkish J. Electr. Eng. Comput. Sci., 2017)

TTC-3600: A new benchmark dataset for Turkish text categorization. - Deniz Kilinç; Akin Özçift; Fatma Bozyigit; Pelin Yildirim; Fatih Yücalar; Emin Borandag (J. Inf. Sci., 2017)

Comparative analysis of ensemble learning methods for signal classification. - Pelin Yildirim; Kökten Ulas Birant; Vladimir Radevski; Alp Kut 001; Derya Birant (SIU, 2018)

Data mining and machine learning in textile industry. - Pelin Yildirim; Derya Birant; Tuba Alpyildiz (WIREs Data Mining Knowl. Discov., 2018)

Research trends in the use of augmented reality in science education: Content and bibliometric mapping analysis. - Faruk Arici; Pelin Yildirim; Seyma Caliklar; Rabia Meryem Yilmaz (Comput. Educ., 2019)

Data engineering and management in textile sector (Tekstil sektöründe veri mühendisliği ve yönetimi) - Pelin Yildirim (2019)

Design and development of a mobile augmented reality-based learning environment for teaching the lives of scientists. - Pelin Yildirim; Gonca Kececi (J. Comput. Assist. Learn., 2024)

The Impact of Teaching the Lives of Scientists in a Mobile Augmented Reality Environment on Students' Success and Opinions. - Gonca Kececi; Pelin Yildirim (Int. J. Hum. Comput. Interact., 2025)