"What's the Weather Like Today?": A computer game to develop algorithmic thinking and problem solving skills of primary school pupils. - Hasan Gürbüz; Bengisu Evlioglu; Çigdem Selçukcan Erol; Hulusi Gülseçen; Sevinç Gülseçen (Educ. Inf. Technol., 2017)

Observation of Success Status of Employees in E-Learning Courses in Organizations with Data Mining. - Fatma Önay Koçoglu Bakioglu; Ilkim Ecem Emre; Çigdem Selçukcan Erol (Int. J. E Adopt., 2017)

The analysis of the effects of acute rheumatic fever in childhood on cardiac disease with data mining. - Ilkim Ecem Emre; Nurdan Erol; Yusuf Izzet Ayhan; Yalçin Özkan; Çigdem Erol (Int. J. Medical Informatics, 2019)

Multi-class classification model for psychiatric disorder discrimination. - Ilkim Ecem Emre; Çigdem Erol; Cumhur Tas; Nevzat Tarhan (Int. J. Medical Informatics, 2023)

A Hybrid Model Focusing on Data Pre-Processing in Diabetes Diagnosis. - Farnaz Zeidi; Lalah Azar; Vasfiye Arslan; Çigdem Erol (Cybern. Syst., 2023)

FuzzyCSampling: A Hybrid fuzzy c-means clustering sampling strategy for imbalanced datasets. - Abdullah Maras; Çigdem Erol (Turkish J. Electr. Eng. Comput. Sci., 2023)

LegalTurk Optimized BERT for Multi-Label Text Classification and NER. - Farnaz Zeidi; Mehmet Fatih Amasyali; Çigdem Erol (CoRR, 2024)

Prediction of Secondary School Students' Academic Achievements with Machine Learning Methods and a Sample System. - Suat Sahin; Çigdem Erol (Cybern. Syst., 2024)

Re-Analysis of Non-Small Cell Lung Cancer and Drug Resistance Microarray Datasets with Machine Learning. - Çigdem Erol; Tchare Adnaane Bawa; Yalçin Özkan (Cybern. Syst., 2025)