Toshitaka Hayashi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Geometric Invariants

Top Venues

Publications

Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler
Patient deterioration detection using one-class classification via cluster period estimation subtask. Inf. Sci. 657 (2024)
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler, Ali Selamat
Distance-based one-class time-series classification approach using local cluster balance. Expert Syst. Appl. 235 (2024)
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
Critical Review for One-class Classification: recent advances and the reality behind them. CoRR (2024)
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
Interpretable synthetic signals for explainable one-class time-series classification. Eng. Appl. Artif. Intell. 131 (2024)
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
Machine Learning Could be Easier if All Data Were MNIST. SoMeT (2023)
Dalibor Cimr, Damián Busovský, Hamido Fujita, Filip Studnicka, Richard Cimler, Toshitaka Hayashi
Classification of health deterioration by geometric invariants. Comput. Methods Programs Biomed. 239 (2023)
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
Image entropy equalization: A novel preprocessing technique for image recognition tasks. Inf. Sci. 647 (2023)
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
Image Entropy Equalization for Autoencoder-Based One-Class Classification. SoMeT (2022)
Toshitaka Hayashi, Hamido Fujita
One-class ensemble classifier for data imbalance problems. Appl. Intell. 52 (15) (2022)
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler
OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal. Inf. Sci. 614 (2022)
Toshitaka Hayashi, Hamido Fujita
OCFSP: self-supervised one-class classification approach using feature-slide prediction subtask for feature data. Soft Comput. 26 (19) (2022)
Toshitaka Hayashi, Hamido Fujita
Cluster-based zero-shot learning for multivariate data. J. Ambient Intell. Humaniz. Comput. 12 (2) (2021)
Toshitaka Hayashi, Hamido Fujita, Andres Hernandez-Matamoros
Less complexity one-class classification approach using construction error of convolutional image transformation network. Inf. Sci. 560 (2021)
Toshitaka Hayashi, Hamido Fujita
Experiment of OCITN: Considering Appropriate Goal Images and Metric for One-Class Image Transformation Network. SoMeT (2021)
Toshitaka Hayashi, Hamido Fujita
One-Class Classification Approach Using Feature-Slide Prediction Subtask for Feature Data. IEA/AIE (2) (2021)
Andres Hernandez-Matamoros, Hamido Fujita, Toshitaka Hayashi, Héctor M. Pérez Meana
Forecasting of COVID19 per regions using ARIMA models and polynomial functions. Appl. Soft Comput. 96 (2020)
Toshitaka Hayashi, Hamido Fujita
Cluster-based Zero-shot learning for multivariate data. CoRR (2020)
Toshitaka Hayashi, Kotaro Ambai, Hamido Fujita
Applying Cluster-Based Zero-Shot Classifier to Data Imbalance Problems. IEA/AIE (2020)
Toshitaka Hayashi, Hamido Fujita
Sentence-Level Sentiment Analysis Using Feature Vectors from Word Embeddings. SoMeT (2018)