OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal. - Toshitaka Hayashi; Dalibor Cimr; Filip Studnicka; Hamido Fujita; Damián Busovský; Richard Cimler (Inf. Sci., 2022)

Classification of health deterioration by geometric invariants. - Dalibor Cimr; Damián Busovský; Hamido Fujita; Filip Studnicka; Richard Cimler; Toshitaka Hayashi (Comput. Methods Programs Biomed., 2023)

Distance-based one-class time-series classification approach using local cluster balance. - Toshitaka Hayashi; Dalibor Cimr; Filip Studnicka; Hamido Fujita; Damián Busovský; Richard Cimler; Ali Selamat (Expert Syst. Appl., 2024)

Enhancing EEG signal analysis with geometry invariants for multichannel fusion. - Dalibor Cimr; Hamido Fujita; Damián Busovský; Richard Cimler (Inf. Fusion, 2024)

Patient deterioration detection using one-class classification via cluster period estimation subtask. - Toshitaka Hayashi; Dalibor Cimr; Filip Studnicka; Hamido Fujita; Damián Busovský; Richard Cimler (Inf. Sci., 2024)

Computer-aided detection systems based on ballistocardiography signals: A review. - Dalibor Cimr; Damián Busovský; Hamido Fujita; Filip Studnicka; Richard Cimler (Eng. Appl. Artif. Intell., 2025)