Concepedia

Toshitaka Hayashi

TH

9

Publications

446

Citations

9

H-Index

2019

Active since

Affiliations

Iwate Prefectural University(Current)

Universidad de Granada

Instituto Andaluz de Ciencias de la Tierra

University of Hradec Králové

Ho Chi Minh City University of Technology

Toshitaka Hayashi is an author at Iwate Prefectural University specializing in engineering, pattern recognition, and data science.

Top concepts

EngineeringData SciencePattern RecognitionMachine LearningData MiningForecastingComputer SciencePredictive AnalyticsImage AnalysisMachine Vision

Publications per year

2019–2024

9

Publications

9

Forecasting of COVID19 per regions using ARIMA models and polynomial functions

Andres Hernandez-Matamoros, Hamido Fujita, Toshitaka Hayashi et al. · Applied Soft Computing · 2020 · 227 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +6

Less complexity one-class classification approach using construction error of convolutional image transformation network

Toshitaka Hayashi, Hamido Fujita, Andres Hernandez-Matamoros · Information Sciences · 2021 · 50 citations

Construction Error, Image Classification, Machine Vision +12

One-class ensemble classifier for data imbalance problems

Toshitaka Hayashi, Hamido Fujita · Applied Intelligence · 2021 · 46 citations

Engineering, Machine Learning, Data Science +9

Cluster-based zero-shot learning for multivariate data

Toshitaka Hayashi, Hamido Fujita · Journal of Ambient Intelligence and Humanized Computing · 2020 · 34 citations · Full text

Few-shot Learning, Engineering, Machine Learning +5

Word Embeddings-based Sentence-Level Sentiment Analysis considering Word Importance

Toshitaka Hayashi, Hamido Fujita · Acta Polytechnica Hungarica · 2019 · 23 citations · Full text

Natural Language Processing, Word Importance, Information Retrieval +15

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