Toshitaka Hayashi

22 papers C 7Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 C conf
Anomalous Anomaly Detector Detection.
SoMeT
Toshitaka Hayashi
2025 J jnl
The fusion of hyperparameter candidates for one-class classification problems.
Inf. Sci.
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler, Hanan Aljuaid
2024 J jnl
Critical Review for One-class Classification: recent advances and the reality behind them.
CoRR
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
2024 J jnl
Distance-based one-class time-series classification approach using local cluster balance.
Expert Syst. Appl.
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler, Ali Selamat
2024 J jnl
Interpretable synthetic signals for explainable one-class time-series classification.
Eng. Appl. Artif. Intell.
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
2024 C conf
One-Class Classification Approach Using One-Class Classification Subtask.
SoMeT
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
2024 J jnl
Patient deterioration detection using one-class classification via cluster period estimation subtask.
Inf. Sci.
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler
2023 J jnl
Classification of health deterioration by geometric invariants.
Comput. Methods Programs Biomed.
Dalibor Cimr, Damián Busovský, Hamido Fujita, Filip Studnicka, Richard Cimler, Toshitaka Hayashi
2023 J jnl
Image entropy equalization: A novel preprocessing technique for image recognition tasks.
Inf. Sci.
Toshitaka Hayashi, Dalibor Cimr, Hamido Fujita, Richard Cimler
2023 C conf
Machine Learning Could be Easier if All Data Were MNIST.
SoMeT
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
2022 C conf
Image Entropy Equalization for Autoencoder-Based One-Class Classification.
SoMeT
Toshitaka Hayashi, Dalibor Cimr, Richard Cimler
2022 J jnl
OCFSP: self-supervised one-class classification approach using feature-slide prediction subtask for feature data.
Soft Comput.
Toshitaka Hayashi, Hamido Fujita
2022 J jnl
OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal.
Inf. Sci.
Toshitaka Hayashi, Dalibor Cimr, Filip Studnicka, Hamido Fujita, Damián Busovský, Richard Cimler
2022 J jnl
One-class ensemble classifier for data imbalance problems.
Appl. Intell.
Toshitaka Hayashi, Hamido Fujita
2021 J jnl
Cluster-based zero-shot learning for multivariate data.
J. Ambient Intell. Humaniz. Comput.
Toshitaka Hayashi, Hamido Fujita
2021 C conf
Experiment of OCITN: Considering Appropriate Goal Images and Metric for One-Class Image Transformation Network.
SoMeT
Toshitaka Hayashi, Hamido Fujita
2021 J jnl
Less complexity one-class classification approach using construction error of convolutional image transformation network.
Inf. Sci.
Toshitaka Hayashi, Hamido Fujita, Andres Hernandez-Matamoros
2021 — conf
One-Class Classification Approach Using Feature-Slide Prediction Subtask for Feature Data.
IEA/AIE (2)
Toshitaka Hayashi, Hamido Fujita
2020 C conf
Applying Cluster-Based Zero-Shot Classifier to Data Imbalance Problems.
IEA/AIE
Toshitaka Hayashi, Kotaro Ambai, Hamido Fujita
2020 J jnl
Cluster-based Zero-shot learning for multivariate data.
CoRR
Toshitaka Hayashi, Hamido Fujita
2020 J jnl
Forecasting of COVID19 per regions using ARIMA models and polynomial functions.
Appl. Soft Comput.
Andres Hernandez-Matamoros, Hamido Fujita, Toshitaka Hayashi, Héctor M. Pérez Meana
2018 C conf
Sentence-Level Sentiment Analysis Using Feature Vectors from Word Embeddings.
SoMeT
Toshitaka Hayashi, Hamido Fujita