A Hybrid Movie Recommender Using Dynamic Fuzzy Clustering. - Fatih Gurcan; Aysenur Akyuz Birtürk (ISCIS, 2015)

Yeni nesil yazılım geliştirme eğilimlerine yönelik uzman bilgi ve becerilerinin olasılıksal konu modelleme yordamıyla belirlenmesi (Determination of expertise knowledge and skills related to new generation software development trends using probabilistic topic modeling process) - Fatih Gurcan (2017)

Big Data Software Engineering: Analysis of Knowledge Domains and Skill Sets Using LDA-Based Topic Modeling. - Fatih Gurcan; Nergiz Ercil Cagiltay (IEEE Access, 2019)

Mapping Human-Computer Interaction Research Themes and Trends from Its Existence to Today: A Topic Modeling-Based Review of past 60 Years. - Fatih Gurcan; Nergiz Ercil Cagiltay; Kursat Cagiltay (Int. J. Hum. Comput. Interact., 2021)

Exploratory Analysis of Topic Interests and Their Evolution in Bioinformatics Research Using Semantic Text Mining and Probabilistic Topic Modeling. - Fatih Gurcan; Nergiz Ercil Cagiltay (IEEE Access, 2022)

Evolution of Software Testing Strategies and Trends: Semantic Content Analysis of Software Research Corpus of the Last 40 Years. - Fatih Gurcan; Gonca Gokce Menekse Dalveren; Nergiz Ercil Cagiltay; Dumitru Roman; Ahmet Soylu (IEEE Access, 2022)

Detecting Latent Topics and Trends in Software Engineering Research Since 1980 Using Probabilistic Topic Modeling. - Fatih Gurcan; Gonca Gokce Menekse Dalveren; Nergiz Ercil Cagiltay; Ahmet Soylu (IEEE Access, 2022)

Covid-19 and E-Learning: An Exploratory Analysis of Research Topics and Interests in E-Learning During the Pandemic. - Fatih Gurcan; Gonca Gokce Menekse Dalveren; Mohammad Omar Derawi (IEEE Access, 2022)

What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities. - Fatih Gurcan (PeerJ Comput. Sci., 2023)

Identification of mobile development issues using semantic topic modeling of Stack Overflow posts. - Fatih Gurcan (PeerJ Comput. Sci., 2023)

Research trends on distance learning: a text mining-based literature review from 2008 to 2018. - Fatih Gurcan; Nergiz Ercil Cagiltay (Interact. Learn. Environ., 2023)

Student engagement research trends of past 10 years: A machine learning-based analysis of 42,000 research articles. - Fatih Gurcan; Fatih Erdogdu; Nergiz Ercil Cagiltay; Kursat Cagiltay (Educ. Inf. Technol., 2023)

What are developers talking about information security? A large-scale study using semantic analysis of Q&A posts. - Fatih Gurcan (PeerJ Comput. Sci., 2024)

Forecasting CO2 emissions of fuel vehicles for an ecological world using ensemble learning, machine learning, and deep learning models. - Fatih Gurcan (PeerJ Comput. Sci., 2024)

Enhancing breast cancer prediction through stacking ensemble and deep learning integration. - Fatih Gurcan (PeerJ Comput. Sci., 2025)

Linear B-cell epitope prediction for SARS and COVID-19 vaccine design: Integrating balanced ensemble learning models and resampling strategies. - Fatih Gurcan (PeerJ Comput. Sci., 2025)

Analyzing 40 years of educational technology trends: insights from advanced text mining and machine learning. - Fatih Gurcan (Multim. Tools Appl., 2025)