Yuto Omae

According to our database, Yuto Omae authored at least 20 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multi-Rules Mining Algorithm for Combinatorially Exploded Decision Trees With Modified Aitchison-Aitken Function-Based Bayesian Optimization.

Yuto Omae, Masaya Mori, Yohei Kakimoto

IEEE Open J. Comput. Soc., 2024

Enhancing the rationale of convolutional neural networks for glitch classification in gravitational wave detectors: a visual explanation.

Naoki Koyama, Yusuke Sakai, Seiya Sasaoka, Diego Dominguez, Kentaro Somiya, Yuto Omae, Yoshikazu Terada, Marco Meyer-Conde, Hirotaka Takahashi

Mach. Learn. Sci. Technol., 2024

Deep learned features selection algorithm: Removal operation of anomaly feature maps (RO-AFM).

Yuto Omae, Yohei Kakimoto, Yuki Saito, Daisuke Fukamachi, Koichi Nagashima, Yasuo Okumura, Jun Toyotani

Appl. Soft Comput., 2024

2023

E2H Distance-Weighted Minimum Reference Set for Numerical and Categorical Mixture Data and a Bayesian Swap Feature Selection Algorithm.

Yuto Omae, Masaya Mori

Mach. Learn. Knowl. Extr., March, 2023

GUI System to Support Cardiology Examination Based on Explainable Regression CNN for Estimating Pulmonary Artery Wedge Pressure.

Yuto Omae, Yuki Saito, Yohei Kakimoto, Daisuke Fukamachi, Koichi Nagashima, Yasuo Okumura, Jun Toyotani

IEICE Trans. Inf. Syst., March, 2023

FG-SSA: Features Gradient-based Signals Selection Algorithm of Linear Complexity for Convolutional Neural Networks.

Yuto Omae, Yusuke Sakai, Hirotaka Takahashi

CoRR, 2023

2022

Inattentive Driving Detection Using Body-Worn Sensors: Feasibility Study.

Takuma Akiduki, Jun Nagasawa, Zhong Zhang, Yuto Omae, Toshiya Arakawa, Hirotaka Takahashi

Sensors, 2022

Theoretical Analysis of the SIRVVD Model for Insights Into the Target Rate of COVID-19/SARS-CoV-2 Vaccination in Japan.

Yuto Omae, Makoto Sasaki, Jun Toyotani, Kazuyuki Hara, Hirotaka Takahashi

IEEE Access, 2022

2021

Effectiveness of the COVID-19 Contact-Confirming Application (COCOA) Based on Multi-Agent Simulation.

Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi

J. Adv. Comput. Intell. Intell. Informatics, 2021

Intelligent Edutab Box: Supporting Real-Time Face-to-Face Collaborative Learning.

Yuto Omae, Kazutaka Mizukoshi, Tatsuro Furuya, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Masaya Matsushita, Hirotaka Takahashi

J. Adv. Comput. Intell. Intell. Informatics, 2021

Multiagent Simulation Approach to Pedestrian Laminar Flow With Group Walking Models.

Hirotaka Takahashi, Yuto Omae, Riki Tanaka

IEEE Access, 2021

2020

A Calculation Model for Estimating Effect of COVID-19 Contact-Confirming Application (COCOA) on Decreasing Infectors.

Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi

CoRR, 2020

2018

Data Mining for Discovering Effective Time-Series Transition of Learning Strategies on Mutual Viewing-Based Learning.

Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Hirotaka Takahashi

J. Adv. Comput. Intell. Intell. Informatics, 2018

2017

Feature Selection Algorithm Considering Trial and Individual Differences for Machine Learning of Human Activity Recognition.

Yuto Omae, Hirotaka Takahashi

J. Adv. Comput. Intell. Intell. Informatics, 2017

Swimming Style Classification Based on Ensemble Learning and Adaptive Feature Value by Using Inertial Measurement Unit.

Yuto Omae, Yoshihisa Kon, Masahiro Kobayashi, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji

J. Adv. Comput. Intell. Intell. Informatics, 2017

Machine learning-based collaborative learning optimizer toward intelligent CSCL system.

Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Hirotaka Takahashi

Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

Performance analysis of "edulog" system.

Kazutaka Mizukoshi, Tatsuro Furuya, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Yuto Omae, Hirotaka Takahashi, Kazuhiro Yatsushiro

Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

2016

Rubric evaluation for project research as active learning in super science high school.

Yuto Omae, Takako Mitsui, Hirotaka Takahashi

Proceedings of the 2016 IEEE/SICE International Symposium on System Integration, 2016

2015

Effect on satisfaction through super science high school's education.

Yuto Omae, Takako Mitsui, Hirotaka Takahashi

Proceedings of the 2015 IEEE/SICE International Symposium on System Integration, 2015

Toward classification of swimming style by using underwater wireless accelerometer data.

Yoshihisa Kon, Yuto Omae, Kazuki Sakai, Hirotaka Takahashi, Takuma Akiduki, Chikara Miyaji, Yoshihisa Sakurai, Nobuo Ezaki, Kazufumi Nakai

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015