A Novel Discrete Time Series Representation with De Bruijn Graphs for Enhanced Forecasting Using TimesNet (Extended Abstract). - Mert Onur Cakiroglu; Hasan Kurban; Elham Khorasani Buxton; Mehmet M. Dalkilic (DSAA, 2024)

An extended de Bruijn graph for feature engineering over biological sequential data. - Mert Onur Cakiroglu; Hasan Kurban; Parichit Sharma; M. Oguzhan Külekci; Elham Khorasani Buxton; Maryam Raeeszadeh-Sarmazdeh; Mehmet M. Dalkilic (Mach. Learn. Sci. Technol., 2024)

A Novel Discrete Time Series Representation With De Bruijn Graphs for Enhanced Forecasting Using TimesNet. - Mert Onur Cakiroglu; Hasan Kurban; Elham Buxton; Mehmet M. Dalkilic (IEEE Access, 2025)

Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting. - Mert Onur Cakiroglu; Idil Bilge Altun; Hasan Kurban; Elham Buxton; Mehmet M. Dalkilic (CoRR, 2025)