Estimating the Probability of Earthquake Magnitude Between Mw = 4 and Mw = 5 for Turkey. - Türkay Dereli; Cihan Çetinkaya; Nazmiye Çelik (ITDRR, 2017)

Comparison of different machine learning techniques on location extraction by utilizing geo-tagged tweets: A case study. - Nazmiye Eligüzel; Cihan Çetinkaya; Türkay Dereli (Adv. Eng. Informatics, 2020)

A state-of-art optimization method for analyzing the tweets of earthquake-prone region. - Nazmiye Eligüzel; Cihan Çetinkaya; Türkay Dereli (Neural Comput. Appl., 2021)

A novel approach for text categorization by applying hybrid genetic bat algorithm through feature extraction and feature selection methods. - Nazmiye Eligüzel; Cihan Çetinkaya; Türkay Dereli (Expert Syst. Appl., 2022)

Application of named entity recognition on tweets during earthquake disaster: a deep learning-based approach. - Nazmiye Eligüzel; Cihan Çetinkaya; Türkay Dereli (Soft Comput., 2022)

Comparative analysis with topic modeling and word embedding methods after the Aegean Sea earthquake on Twitter. - Nazmiye Eligüzel; Cihan Çetinkaya; Türkay Dereli (Evol. Syst., 2023)

Analyzing society anti-vaccination attitudes towards COVID-19: combining latent dirichlet allocation and fuzzy association rule mining with a fuzzy cognitive map. - Nazmiye Eligüzel (Fuzzy Optim. Decis. Mak., 2023)

A Hybrid LDA and Fuzzy CRITIC-MABAC Model for Smart City Ranking. - Ibrahim Miraç Eligüzel; Nazmiye Eligüzel (IEEE Access, 2025)