Ken-ichi Fukui

About Ken-ichi Fukui

Ken-ichi Fukui, With an exceptional h-index of 17 and a recent h-index of 13 (since 2020), a distinguished researcher at Osaka University, specializes in the field of data mining, machine learning, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis

Automated parameter estimation for geothermal reservoir modeling using machine learning

Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery

Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment

Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery

Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network

Granger causality-based cluster sequence mining for spatio-temporal causal relation mining

Surrogate Downscaling of Mesoscale Wind Fields Using Ensemble Superresolution Convolutional Neural Networks

Ken-ichi Fukui Information

University

Position

___

Citations(all)

1187

Citations(since 2020)

718

Cited By

687

hIndex(all)

17

hIndex(since 2020)

13

i10Index(all)

33

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Ken-ichi Fukui Skills & Research Interests

data mining

machine learning

artificial intelligence

Top articles of Ken-ichi Fukui

Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis

arXiv preprint arXiv:2404.10299

2024/4/16

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Automated parameter estimation for geothermal reservoir modeling using machine learning

Renewable Energy

2024/2/28

Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery

IEEE Access

2024/1/16

Pongpisit Thanasutives
Pongpisit Thanasutives

H-Index: 0

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment

2023/9/22

Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery

arXiv preprint arXiv:2308.10283

2023/8/20

Pongpisit Thanasutives
Pongpisit Thanasutives

H-Index: 0

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network

International Journal of Data Science and Analytics

2023/7/4

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Takafumi Kato
Takafumi Kato

H-Index: 25

Granger causality-based cluster sequence mining for spatio-temporal causal relation mining

International Journal of Data Science and Analytics

2023/7/3

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Surrogate Downscaling of Mesoscale Wind Fields Using Ensemble Superresolution Convolutional Neural Networks

Artificial Intelligence for the Earth Systems

2023/7

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Visualizing internal micro-damage distribution in solid oxide fuel cells

Journal of Power Sources

2023/6/30

Visualization of Micro Damage in SOFC Using Terahertz Waves

ECS Transactions

2023/5/19

Update of global maps of Alisov’s climate classification

Progress in Earth and Planetary Science

2023/4/11

Tomohiko Tomita
Tomohiko Tomita

H-Index: 7

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Noise-aware Physics-informed Machine Learning for Robust PDE Discovery

Machine Learning: Science and Technology

2023/1

Pongpisit Thanasutives
Pongpisit Thanasutives

H-Index: 0

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Multi-kernel temporal and spatial convolution for EEG-based emotion classification

Sensors

2022/10/27

Tsukasa Kimura
Tsukasa Kimura

H-Index: 4

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Sleep stage-dependent changes in tonic masseter and cortical activities in young subjects with primary sleep bruxism

Sleep

2022/4/1

Data-Driven Geothermal Reservoir Modeling: Estimating Permeability Distributions by Machine Learning

Geosciences

2022/3/11

Development of dental inspection method: Nondestructive evaluation of an adhesive interface by ACTIVE acoustic emission

Journal of Prosthodontic Research

2022

Soft Periodic Convolutional Recurrent Network for Spatiotemporal Climate Forecast

Applied Sciences

2021/10/18

Tomohiko Tomita
Tomohiko Tomita

H-Index: 7

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

EEG emotion enhancement using task-specific domain adversarial neural network

2021/7/18

Tsukasa Kimura
Tsukasa Kimura

H-Index: 4

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

Adversarial multi-task learning enhanced physics-informed neural networks for solving partial differential equations

2021/7/18

Pongpisit Thanasutives
Pongpisit Thanasutives

H-Index: 0

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

A framework for predicting remaining useful life curve of rolling bearings under defect progression based on neural network and Bayesian method

IEEE Access

2021/4/20

Ken-Ichi Fukui
Ken-Ichi Fukui

H-Index: 11

See List of Professors in Ken-ichi Fukui University(Osaka University)