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Toshitaka Hayashi
标题
引用次数
引用次数
年份
Forecasting of COVID19 per regions using ARIMA models and polynomial functions
A Hernandez-Matamoros, H Fujita, T Hayashi, H Perez-Meana
Applied soft computing 96, 106610, 2020
2152020
Less complexity one-class classification approach using construction error of convolutional image transformation network
T Hayashi, H Fujita, A Hernandez-Matamoros
Information Sciences 560, 217-234, 2021
492021
Cluster-based zero-shot learning for multivariate data
T Hayashi, H Fujita
Journal of ambient intelligence and humanized computing 12 (2), 1897-1911, 2021
352021
Word embeddings-based sentence-level sentiment analysis considering word importance
T Hayashi, H Fujita
Acta Polytechnica Hungarica 16 (7), 2019
292019
One-class ensemble classifier for data imbalance problems
T Hayashi, H Fujita
Applied Intelligence 52 (15), 17073-17089, 2022
262022
OCSTN: One-class time-series classification approach using a signal transformation network into a goal signal
T Hayashi, D Cimr, F Studnička, H Fujita, D Bušovský, R Cimler
Information Sciences 614, 71-86, 2022
102022
Distance-based one-class time-series classification approach using local cluster balance
T Hayashi, D Cimr, F Studnička, H Fujita, D Bušovský, R Cimler, ...
Expert Systems with Applications 235, 121201, 2024
62024
Sentence-level sentiment analysis using feature vectors from word embeddings
T Hayashi, H Fujita
New trends in intelligent software methodologies, tools and techniques, 749-758, 2018
52018
Image entropy equalization: A novel preprocessing technique for image recognition tasks
T Hayashi, D Cimr, H Fujita, R Cimler
Information Sciences 647, 119539, 2023
42023
Classification of health deterioration by geometric invariants
D Cimr, D Busovsky, H Fujita, F Studnicka, R Cimler, T Hayashi
Computer methods and programs in biomedicine 239, 107623, 2023
42023
OCFSP: self-supervised one-class classification approach using feature-slide prediction subtask for feature data
T Hayashi, H Fujita
Soft Computing 26 (19), 10127-10149, 2022
42022
Applying cluster-based zero-shot classifier to data imbalance problems
T Hayashi, K Ambai, H Fujita
International Conference on Industrial, Engineering and Other Applications …, 2020
42020
Patient deterioration detection using one-class classification via cluster period estimation subtask
T Hayashi, D Cimr, F Studnička, H Fujita, D Bušovský, R Cimler
Information Sciences 657, 119975, 2024
22024
Interpretable synthetic signals for explainable one-class time-series classification
T Hayashi, D Cimr, H Fujita, R Cimler
Engineering Applications of Artificial Intelligence 131, 107716, 2024
12024
Image Entropy Equalization for Autoencoder-Based One-Class Classification.
T Hayashi, D Cimr, R Cimler
SoMeT, 310-321, 2022
12022
Experiment of OCITN: Considering Appropriate Goal Images and Metric for One-Class Image Transformation Network.
T Hayashi, H Fujita
SoMeT, 459-472, 2021
12021
One-Class Classification Approach Using Feature-Slide Prediction Subtask for Feature Data
T Hayashi, H Fujita
Advances and Trends in Artificial Intelligence. From Theory to Practice …, 2021
12021
Critical Review for One-class Classification: recent advances and the reality behind them
T Hayashi, D Cimr, H Fujita, R Cimler
arXiv preprint arXiv:2404.17931, 2024
2024
Machine Learning Could be Easier if All Data Were MNIST
H Fujita, G Guizzi
New Trends in Intelligent Software Methodologies, Tools and Techniques …, 2023
2023
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