Yuto Omae

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Selection Algorithm

Activity Recognition

Feature Selection

Accelerometer Data

Top Venues

J. Adv. Comput. Intell. Intell. Informatics

Publications

Yuto Omae, Masaya Mori, Yohei Kakimoto
Multi-Rules Mining Algorithm for Combinatorially Exploded Decision Trees With Modified Aitchison-Aitken Function-Based Bayesian Optimization. IEEE Open J. Comput. Soc. 5 (2024)
Yuto Omae, Yohei Kakimoto, Yuki Saito, Daisuke Fukamachi, Koichi Nagashima, Yasuo Okumura, Jun Toyotani
Deep learned features selection algorithm: Removal operation of anomaly feature maps (RO-AFM). Appl. Soft Comput. 162 (2024)
Yuto Omae, Masaya Mori, Yohei Kakimoto
Multi-rules mining algorithm for combinatorially exploded decision trees with modified Aitchison-Aitken function-based Bayesian optimization. CoRR (2023)
Yuto Omae, Masaya Mori
E2H Distance-Weighted Minimum Reference Set for Numerical and Categorical Mixture Data and a Bayesian Swap Feature Selection Algorithm. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Yuto Omae, Yuki Saito, Yohei Kakimoto, Daisuke Fukamachi, Koichi Nagashima, Yasuo Okumura, Jun Toyotani
GUI System to Support Cardiology Examination Based on Explainable Regression CNN for Estimating Pulmonary Artery Wedge Pressure. IEICE Trans. Inf. Syst. 106 (3) (2023)
Yuto Omae, Yusuke Sakai, Hirotaka Takahashi
FG-SSA: Features Gradient-based Signals Selection Algorithm of Linear Complexity for Convolutional Neural Networks. CoRR (2023)
Yuto Omae, Makoto Sasaki, Jun Toyotani, Kazuyuki Hara, Hirotaka Takahashi
Theoretical Analysis of the SIRVVD Model for Insights Into the Target Rate of COVID-19/SARS-CoV-2 Vaccination in Japan. IEEE Access 10 (2022)
Takuma Akiduki, Jun Nagasawa, Zhong Zhang, Yuto Omae, Toshiya Arakawa, Hirotaka Takahashi
Inattentive Driving Detection Using Body-Worn Sensors: Feasibility Study. Sensors 22 (1) (2022)
Yuto Omae, Kazutaka Mizukoshi, Tatsuro Furuya, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Masaya Matsushita, Hirotaka Takahashi
Intelligent Edutab Box: Supporting Real-Time Face-to-Face Collaborative Learning. J. Adv. Comput. Intell. Intell. Informatics 25 (2) (2021)
Hirotaka Takahashi, Yuto Omae, Riki Tanaka
Multiagent Simulation Approach to Pedestrian Laminar Flow With Group Walking Models. IEEE Access 9 (2021)
Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
Effectiveness of the COVID-19 Contact-Confirming Application (COCOA) Based on Multi-Agent Simulation. J. Adv. Comput. Intell. Intell. Informatics 25 (6) (2021)
Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
Effectiveness of the COVID-19 Contact-Confirming Application (COCOA) based on a Multi Agent Simulation. CoRR (2020)
Yuto Omae, Jun Toyotani, Kazuyuki Hara, Yasuhiro Gon, Hirotaka Takahashi
A Calculation Model for Estimating Effect of COVID-19 Contact-Confirming Application (COCOA) on Decreasing Infectors. CoRR (2020)
Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Hirotaka Takahashi
Data Mining for Discovering Effective Time-Series Transition of Learning Strategies on Mutual Viewing-Based Learning. J. Adv. Comput. Intell. Intell. Informatics 22 (7) (2018)
Kazutaka Mizukoshi, Tatsuro Furuya, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Yuto Omae, Hirotaka Takahashi, Kazuhiro Yatsushiro
Performance analysis of "edulog" system. SII (2017)
Yuto Omae, Hirotaka Takahashi
Feature Selection Algorithm Considering Trial and Individual Differences for Machine Learning of Human Activity Recognition. J. Adv. Comput. Intell. Intell. Informatics 21 (5) (2017)
Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Hirotaka Takahashi
Machine learning-based collaborative learning optimizer toward intelligent CSCL system. SII (2017)
Yuto Omae, Yoshihisa Kon, Masahiro Kobayashi, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
Swimming Style Classification Based on Ensemble Learning and Adaptive Feature Value by Using Inertial Measurement Unit. J. Adv. Comput. Intell. Intell. Informatics 21 (4) (2017)
Yuto Omae, Takako Mitsui, Hirotaka Takahashi
Rubric evaluation for project research as active learning in super science high school. SII (2016)
Yuto Omae, Takako Mitsui, Hirotaka Takahashi
Effect on satisfaction through super science high school's education. SII (2015)
Yoshihisa Kon, Yuto Omae, Kazuki Sakai, Hirotaka Takahashi, Takuma Akiduki, Chikara Miyaji, Yoshihisa Sakurai, Nobuo Ezaki, Kazufumi Nakai
Toward classification of swimming style by using underwater wireless accelerometer data. UbiComp/ISWC Adjunct (2015)