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Toshitaka Hayashi, Ph.D.

Workplace: PřF - Department of Informatics
lecturer
E-mail:

UHK Publications

HAYASHI, Toshitaka, D. CIMR, F. STUDNIČKA, H. FUJITA, D. BUŠOVSKÝ, R. CIMLER, A. SELAMAT. Distance-based one-class time-series classification approach using local cluster balance. Expert systems with applications. 2024, 235 (January), "Article Number: 121201". ISSN 0957-4174.

HAYASHI, Toshitaka, D. CIMR, H. FUJITA, R. CIMLER. Interpretable synthetic signals for explainable one-class time-series classification. Engineering applications of artificial intelligence. 2024, 131 (May), "Article number: 107716". ISSN 0952-1976.

HAYASHI, Toshitaka, D. CIMR, F. STUDNIČKA, H. FUJITA, D. BUŠOVSKÝ, R. CIMLER. Patient deterioration detection using one-class classification via cluster period estimation subtask. Information sciences. 2024, 657 (February), "Article Number: 119975". ISSN 0020-0255.

CIMR, Dalibor, D. BUŠOVSKÝ, H. FUJITA, F. STUDNIČKA, R. CIMLER, T. HAYASHI. Classification of health deterioration by geometry invariants. Computer Methods and Programs in Biomedicine. 2023, 239 (September), "Article Number: 107623". ISSN 0169-2607.

HAYASHI, Toshitaka, D. CIMR, H. FUJITA, R. CIMLER. Image entropy equalization: A novel preprocessing technique for image recognition tasks. Information sciences. 2023, 647 (November), "Article Number: 119539". ISSN 0020-0255.

HAYASHI, Toshitaka, H. FUJITA. OCFSP: self-supervised one-class classification approach using feature-slide prediction subtask for feature data. Soft Computing. 2022, 26 (19), 10127-10149. ISSN 1432-7643.

HAYASHI, Toshitaka, D. CIMR, F. STUDNIČKA, H. FUJITA, D. BUŠOVSKÝ, R. CIMLER. OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal. Information sciences. 2022, 614 (October), 71-86. ISSN 0020-0255.