Comparison of machine learning methods for the sequence labelling applications. - Mehmet Fatih Amasyali; Metin Bilgin (SIU, 2015)

Ardışık şartlı rastgele alanlarla sekans etiketleme (Sequence labeling with stacked conditional random fields) - Metin Bilgin (2015)

Novel random models of entity mobility models and performance analysis ofrandom entity mobility models. - Metin Bilgin (Turkish J. Electr. Eng. Comput. Sci., 2020)

A new approach to automatically find and fix erroneous labels in dependency parsing treebanks. - Metin Bilgin (Int. Arab J. Inf. Technol., 2021)

Compatibility Themed Solution of the Vehicle Routing Problem on the Heterogeneous Fleet. - Metin Bilgin; Nisanur Bulut (Int. Arab J. Inf. Technol., 2022)

Gated transformer network based EEG emotion recognition. - Metin Bilgin; Ahmet Mert (Signal Image Video Process., 2024)

Feature weighting concatenated multi-head self-attention for amputee EMG classification. - Metin Bilgin; Ahmet Mert (Biomed. Signal Process. Control., 2025)