Sentence-Level Sentiment Analysis Using Feature Vectors from Word Embeddings. - Toshitaka Hayashi; Hamido Fujita (SoMeT, 2018)

Applying Cluster-Based Zero-Shot Classifier to Data Imbalance Problems. - Toshitaka Hayashi; Kotaro Ambai; Hamido Fujita (IEA/AIE, 2020)

Forecasting of COVID19 per regions using ARIMA models and polynomial functions. - Andres Hernandez-Matamoros; Hamido Fujita; Toshitaka Hayashi; Héctor M. Pérez Meana (Appl. Soft Comput., 2020)

One-Class Classification Approach Using Feature-Slide Prediction Subtask for Feature Data. - Toshitaka Hayashi; Hamido Fujita (IEA/AIE (2), 2021)

Experiment of OCITN: Considering Appropriate Goal Images and Metric for One-Class Image Transformation Network. - Toshitaka Hayashi; Hamido Fujita (SoMeT, 2021)

Less complexity one-class classification approach using construction error of convolutional image transformation network. - Toshitaka Hayashi; Hamido Fujita; Andres Hernandez-Matamoros (Inf. Sci., 2021)

Cluster-based zero-shot learning for multivariate data. - Toshitaka Hayashi; Hamido Fujita (J. Ambient Intell. Humaniz. Comput., 2021)

Image Entropy Equalization for Autoencoder-Based One-Class Classification. - Toshitaka Hayashi; Dalibor Cimr; Richard Cimler (SoMeT, 2022)

One-class ensemble classifier for data imbalance problems. - Toshitaka Hayashi; Hamido Fujita (Appl. Intell., 2022)

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)

OCFSP: self-supervised one-class classification approach using feature-slide prediction subtask for feature data. - Toshitaka Hayashi; Hamido Fujita (Soft Comput., 2022)

Machine Learning Could be Easier if All Data Were MNIST. - Toshitaka Hayashi; Dalibor Cimr; Richard Cimler (SoMeT, 2023)

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

Image entropy equalization: A novel preprocessing technique for image recognition tasks. - Toshitaka Hayashi; Dalibor Cimr; Hamido Fujita; Richard Cimler (Inf. Sci., 2023)

One-Class Classification Approach Using One-Class Classification Subtask. - Toshitaka Hayashi; Dalibor Cimr; Richard Cimler (SoMeT, 2024)

Critical Review for One-class Classification: recent advances and the reality behind them. - Toshitaka Hayashi; Dalibor Cimr; Hamido Fujita; Richard Cimler (CoRR, 2024)

Interpretable synthetic signals for explainable one-class time-series classification. - Toshitaka Hayashi; Dalibor Cimr; Hamido Fujita; Richard Cimler (Eng. Appl. Artif. Intell., 2024)

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)

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)

The fusion of hyperparameter candidates for one-class classification problems. - Toshitaka Hayashi; Dalibor Cimr; Hamido Fujita; Richard Cimler; Hanan Aljuaid (Inf. Sci., 2025)