生産工学部

2024

Comparative study of 1D and 2D convolutional neural network models with attribution analysis for gravitational wave detection from compact binary coalescences

Sasaoka, S., Koyama, N., Dominguez, D., Sakai, Y., Somiya, K., Omae, Y. & Takahashi, H., 15 2月 2024, In: Physical Review D. 109, 4, 043011.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

1 被引用数 (Scopus)

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

Omae, Y., Kakimoto, Y., Saito, Y., Fukamachi, D., Nagashima, K., Okumura, Y. & Toyotani, J., 9月 2024, In: Applied Soft Computing. 162, 111809.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

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

Koyama, N., Sakai, Y., Sasaoka, S., Dominguez, D., Somiya, K., Omae, Y., Terada, Y., Meyer-Conde, M. & Takahashi, H., 1 9月 2024, In: Machine Learning: Science and Technology. 5, 3, 035028.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

Evaluation of location-data based features using Gaussian mixture models for age group estimation

Kakimoto, Y. & Omae, Y., 2024, In: Journal of Physics: Conference Series. 2701, 1, 012070.

研究成果: ジャーナルへの寄稿 › 会議記事 › 査読

Open Access

Exercise Stress Echocardiography–Based Phenotyping of Heart Failure With Preserved Ejection Fraction

Saito, Y., Omae, Y., Harada, T., Sorimachi, H., Yuasa, N., Kagami, K., Murakami, F., Naito, A., Tani, Y., Kato, T., Wada, N., Okumura, Y., Ishii, H. & Obokata, M., 8月 2024, In: Journal of the American Society of Echocardiography. 37, 8, p. 759-768 10 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

2 被引用数 (Scopus)

Features gradient-based signals selection algorithm of linear complexity for convolutional neural networks

Omae, Y., Sakai, Y. & Takahashi, H., 2024, In: AIMS Mathematics. 9, 1, p. 792-817 26 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

Gaussian Process-based Bayesian Optimization and Shape Transformation of Benchmark Functions

Omae, Y., 2024, In: Journal of Physics: Conference Series. 2701, 1, 012022.

研究成果: ジャーナルへの寄稿 › 会議記事 › 査読

Open Access

IMPACTS OF SNOW ACCUMULATION ON A FACILITY LOCATION MODEL –FOCUSING ON THE ROAD NETWORK IN NAGAOKA, NIIGATA, JAPAN–

Kikuchi, H., Kakimoto, Y., Omae, Y. & Sakai, K., 4月 2024, In: International Journal of Innovative Computing, Information and Control. 20, 2, p. 329-342 14 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

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

Omae, Y., Mori, M. & Kakimoto, Y., 2024, In: IEEE Open Journal of the Computer Society. 5, p. 215-226 12 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

2023

ANALYSIS OF IMPACT OF DATA SCIENCE AND ARTIFICIAL INTELLIGENCE EDUCATION ON MOTIVATION AND CAREER DEVELOPMENT

Takahashi, H., Ojima, S., Kawai, T., Yamaguchi, A. & Omae, Y., 12月 2023, In: ICIC Express Letters, Part B: Applications. 14, 12, p. 1273-1283 11 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Analysis of Resilient Behavior for Interaction Design

Yoshida, H., Ikeda, T., Karikawa, D., Aoyama, H., Kanno, T. & Toriizuka, T., 2023, Human Interface and the Management of Information - Thematic Area, HIMI 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Mori, H. & Asahi, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 182-195 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14015 LNCS).

研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

Basic investigation of a method of assessing tennis forehand stroke quality using convolutional neural networks and inertia sensors

Omae, Y., 2023, In: AIP Conference Proceedings. 2872, 1, 120077-1.

研究成果: ジャーナルへの寄稿 › 会議記事 › 査読

Clarifying Patterns in Team Communication Through Extended Recurrence Plot with Levenshtein Distance

Namura, S., Tada, S., Chen, Y., Kanno, T., Yoshida, H., Karikawa, D., Nonose, K. & Inoue, S., 2023, HCI International 2023 Posters - 25th International Conference on Human-Computer Interaction, HCII 2023, Proceedings. Stephanidis, C., Antona, M., Ntoa, S. & Salvendy, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 118-123 6 p. (Communications in Computer and Information Science; vol. 1834 CCIS).

研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

COVID-19 の感染リスクを抑制する飲食店における座席割当モデル

Kakimoto, Y., Omae, Y., Toyotani, J., Hara, K. & Takahashi, H., 2023, In: Journal of Japan Industrial Management Association. 74, 2, p. 77-89 13 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

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

Omae, Y. & Mori, M., 3月 2023, In: Machine Learning and Knowledge Extraction. 5, 1, p. 109-127 19 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

1 被引用数 (Scopus)

Effect of film thickness on output power of a piezoelectric vibration energy harvester using hydrothermally synthesized (K,Na)NbO₃ film

Tateyama, A., Ito, Y., Shiraishi, T., Kurosawa, M. & Funakubo, H., 1 1月 2023, In: Japanese Journal of Applied Physics. 62, 1, 016502.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Effects of Exploration Weight and Overtuned Kernel Parameters on Gaussian Process-Based Bayesian Optimization Search Performance

Omae, Y., 7月 2023, In: Mathematics. 11, 14, 3067.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

1 被引用数 (Scopus)

Electrode distance in catalyst layer deposition for direct methanol fuel cell using electrospray

Egashira, M., Sekiguchi, K., Imazeki, T., Yamada, R., Yazawa, S., Kudo, Y. & Watanabe, Y., 2023, In: International Journal of Plasma Environmental Science and Technology. 17, 1, e01001.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

EVACUATION PLANNING MODEL USING CHAIN FLOW ALGORITHM: CASE OF DIFFERENT EVACUATION SPEEDS

Takahashi, H., Inagawa, T., Sumitani, Y. & Omae, Y., 5月 2023, In: ICIC Express Letters. 17, 5, p. 569-578 10 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

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

Omae, Y., Saito, Y., Kakimoto, Y., Fukamachi, D., Nagashima, K., Okumura, Y. & Toyotani, J., 3月 2023, In: IEICE Transactions on Information and Systems. E106D, 3, p. 423-426 4 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

1 被引用数 (Scopus)

Impact of chest radiograph image size and augmentation on estimating pulmonary artery wedge pressure by regression convolutional neural network

Omae, Y., Saito, Y., Fukamachi, D., Nagashima, K., Okumura, Y. & Toyotani, J., 2023, In: AIP Conference Proceedings. 2872, 1, 120065-1.

研究成果: ジャーナルへの寄稿 › 会議記事 › 査読

Introduction of strain-relaxed 90° domain structure by lattice mismatch in tetragonal ferroelectric (Bi,K)TiO₃ epitaxial films grown hydrothermally below Curie temperature

Kubota, R., Hu, Y., Shiraishi, T., Tateyama, A., Ito, Y., Kurosawa, M. & Funakubo, H., 21 12月 2023, In: Journal of Applied Physics. 134, 23, 234102.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Phenotyping of atrial fibrillation with cluster analysis and external validation

Saito, Y., Omae, Y., Nagashima, K., Miyauchi, K., Nishizaki, Y., Miyazaki, S., Hayashi, H., Nojiri, S., Daida, H., Minamino, T. & Okumura, Y., 1 12月 2023, In: Heart. 109, 23, p. 1751-1758 8 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

4 被引用数 (Scopus)

Prognostic significance of pulmonary arterial wedge pressure estimated by deep learning in acute heart failure

Saito, Y., Omae, Y., Mizobuchi, S., Fujito, H., Miyagawa, M., Kitano, D., Toyama, K., Fukamachi, D., Toyotani, J. & Okumura, Y., 4月 2023, In: ESC heart failure. 10, 2, p. 1103-1113 11 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

2 被引用数 (Scopus)

Simultaneous high-frequency measurement of direct and inverse transverse piezoelectric coefficients of thin films using longitudinal vibration

Tateyama, A., Orino, Y., Ito, Y., Shiraishi, T., Shimizu, T., Kurosawa, M. K. & Funakubo, H., 1 5月 2023, In: Sensors and Actuators A: Physical. 354, 114265.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

1 被引用数 (Scopus)

Study on the Detection of Vehicles under Effect of Foreground Obstacles

Wu, Y., Yazawa, S., Niizuma, K. & Kuroiwa, T., 2023, 2023 Photonics and Electromagnetics Research Symposium, PIERS 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 968-971 4 p. (2023 Photonics and Electromagnetics Research Symposium, PIERS 2023 - Proceedings).

研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

1 被引用数 (Scopus)

Study on the Influence of Environmental Conditions on Road Friction Characteristics

Watanabe, A., Kageyama, I., Kuriyagawa, Y., Haraguchi, T., Kaneko, T. & Nishio, M., 7月 2023, In: Lubricants. 11, 7, 277.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

4 被引用数 (Scopus)

THREE-STATE CLASSIFICATION OF PULMONARY ARTERY WEDGE PRESSURE FROM CHEST X-RAY IMAGES USING CONVOLUTIONAL NEURAL NETWORKS

Miura, T., Omae, Y., Saito, Y., Fukamachi, D., Nagashima, K., Okumura, Y., Kakimoto, Y. & Toyotani, J., 3月 2023, In: ICIC Express Letters, Part B: Applications. 14, 3, p. 271-277 7 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

1 被引用数 (Scopus)

Visualizing convolutional neural network for classifying gravitational waves from core-collapse supernovae

Sasaoka, S., Koyama, N., Dominguez, D., Sakai, Y., Somiya, K., Omae, Y. & Takahashi, H., 15 12月 2023, In: Physical Review D. 108, 12, 123033.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

3 被引用数 (Scopus)

2022

DISASTER EVACUATION SIMULATION CONSIDERING TRANSMISSION OF FALSE AND FACT-CHECKING INFORMATION BY SOCIAL NETWORKING SERVICE

Takahashi, H., Uenae, C., Sumitani, Y., Kakimoto, Y. & Omae, Y., 2022, In: International Journal of Innovative Computing, Information and Control. 18, 3, p. 837-849 13 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

1 被引用数 (Scopus)

Effect of film thickness on piezoelectric vibrator using hydrothermally synthesized epitaxial (K_0.88Na_0.12)NbO₃ film

Tateyama, A., Ito, Y., Shiraishi, T., Kurosawa, M., Ishikawa, M. & Funakubo, H., 1 11月 2022, In: Japanese Journal of Applied Physics. 61, SN, SN1016.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

5 被引用数 (Scopus)

Evaluation of bulk and surface acoustic waves propagation properties of (K,Na)NbO₃films deposited by hydrothermal synthesis or RF magnetron sputtering methods

Yoshizawa, K., Suzuki, M., Kakio, S., Ito, Y., Tateyama, A., Shiraishi, T., Funakubo, H., Wakabayashi, T. & Shibata, K., 1 7月 2022, In: Japanese Journal of Applied Physics. 61, SG, SG1077.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

2 被引用数 (Scopus)

Fast screening framework for infection control scenario identification

Kakimoto, Y., Omae, Y., Toyotani, J. & Takahashi, H., 2022, In: Mathematical Biosciences and Engineering. 19, 12, p. 12316-12333 18 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

Film thickness dependence of ferroelectric properties in polar-axis-oriented epitaxial tetragonal (Bi,K)TiO₃films prepared by hydrothermal method

Kubota, R., Tateyama, A., Shiraishi, T., Ito, Y., Kurosawa, M. & Funakubo, H., 1 3月 2022, In: AIP Advances. 12, 3, 035241.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

2 被引用数 (Scopus)

How Can We Expand Unintended Outcomes in Participatory Design?

Tojo, N., Yoshida, H., Oto, T. & Niida, S., 19 8月 2022, Exploratory Papers, Workshops, Places, Situated Actions and Doctoral Colloquium. Vlachokyriakos, V., Yee, J., Frauenberger, C., Hurtado, M. D., Hansen, N., Strohmayer, A., Van Zyl, I., Dearden, A., Talhouk, R., Gatehouse, C., Leishman, D., Agid, S., Sciannamblo, M., Taylor, J., Botero, A., Del Gaudio, C., Akama, Y., Clarke, R. & Vines, J. (eds.). Association for Computing Machinery, p. 191-195 5 p. (ACM International Conference Proceeding Series; vol. 2).

研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

1 被引用数 (Scopus)

Inattentive Driving Detection Using Body-Worn Sensors: Feasibility Study

Akiduki, T., Nagasawa, J., Zhang, Z., Omae, Y., Arakawa, T. & Takahashi, H., 1 1月 2022, In: Sensors. 22, 1, 352.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

7 被引用数 (Scopus)

Lower-Temperature processing of potassium niobate films by microwave-Assisted hydrothermal deposition technique

Okura, M., Ito, Y., Shiraishi, T., Kiguchi, T., Konno, T. J., Funakubo, H. & Uchida, H., 1 1月 2022, In: Journal of the Ceramic Society of Japan. 130, 1, p. 123-130 8 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

1 被引用数 (Scopus)

Polar-axis-oriented epitaxial tetragonal (Bi,K)TiO₃films with large remanent polarization deposited below Curie temperature by a hydrothermal method

Ito, Y., Tateyama, A., Kubota, R., Shiraishi, T., Shimizu, T., Kim, J., Seo, O., Sakata, O., Kurosawa, M. & Funakubo, H., 10 1月 2022, In: Applied Physics Letters. 120, 2, 022903.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

8 被引用数 (Scopus)

Process window for growth of polar-axis-oriented tetragonal (Bi, K)TiO₃ epitaxial films on (100)_cSrRuO₃//(100)SrTiO₃ substrates by the hydrothermal method

Kubota, R., Tateyama, A., Ito, Y., Yuxian, H., Shiraishi, T., Kurosawa, M. & Funakubo, H., 8月 2022, In: Journal of Materials Science. 57, 29, p. 14003-14014 12 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Quantitative estimation of pulmonary artery wedge pressure from chest radiographs by a regression convolutional neural network

Saito, Y., Omae, Y., Fukamachi, D., Nagashima, K., Mizobuchi, S., Kakimoto, Y., Toyotani, J. & Okumura, Y., 8月 2022, In: Heart and Vessels. 37, 8, p. 1387-1394 8 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

11 被引用数 (Scopus)

RELATIONSHIP BETWEEN THE ACCURACY OF MODELS FOR JUDGING CAR SICKNESS BASED ON LINE-OF-SIGHT FEATURES AND ROAD ATTRIBUTES

Okuyama, S., Toyotani, J. & Omae, Y., 4月 2022, In: International Journal of Innovative Computing, Information and Control. 18, 2, p. 433-445 13 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

REST-AREA LOCATION MODEL FOR TIME-DRIVEN DEMANDS TO THE EXPEND BUFFER TIME OF FREIGHT VEHICLES

Kakimoto, Y. & Shimakawa, Y., 2月 2022, In: International Journal of Innovative Computing, Information and Control. 18, 1, p. 15-28 14 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

2 被引用数 (Scopus)

SIRVVD model-based verification of the effect of first and second doses of COVID-19/SARS-CoV-2 vaccination in Japan

Omae, Y., Kakimoto, Y., Sasaki, M., Toyotani, J., Hara, K., Gon, Y. & Takahashi, H., 2022, In: Mathematical Biosciences and Engineering. 19, 1, p. 1026-1040 15 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

10 被引用数 (Scopus)

Study on Road Friction Database for Traffic Safety: Construction of a Road Friction-Measuring Device

Kageyama, I., Kuriyagawa, Y., Haraguchi, T., Kaneko, T., Nishio, M. & Watanabe, A., 12月 2022, In: Inventions. 7, 4, 90.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

2 被引用数 (Scopus)

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

Omae, Y., Sasaki, M., Toyotani, J., Hara, K. & Takahashi, H., 2022, In: IEEE Access. 10, p. 43044-43054 11 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

3 被引用数 (Scopus)

Tunable thermoresponsive UCST-type alkylimidazolium ionic liquids as a draw solution in the forward osmosis process

Takahashi, T., Akiya, K., Niizeki, T., Matsumoto, M. & Hoshina, T. A., 20 4月 2022, In: Colloids and Surfaces A: Physicochemical and Engineering Aspects. 639, 128372.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

11 被引用数 (Scopus)

2021

A study of effects of driver’s sleepiness on driver’s subsidiary behaviors

Tsubowa, K., Akiduki, T., Zhang, Z., Takahashi, H. & Omae, Y., 10月 2021, In: International Journal of Innovative Computing, Information and Control. 17, 5, p. 1791-1799 9 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

3 被引用数 (Scopus)

A system to analyze and support learners’ spontaneous interactions

Matsushita, M., Omae, Y., Furuya, T., Yatsushiro, K., Mizukoshi, K., Oshima, T., Sakakibara, N., Mizuochi, Y. & Takahashi, H., 6月 2021, In: ICIC Express Letters, Part B: Applications. 12, 6, p. 549-556 8 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Effectiveness of the COVID-19 contact-confirming application (COCOA) based on multi-agent simulation

Omae, Y., Toyotani, J., Hara, K., Gon, Y. & Takahashi, H., 11月 2021, In: Journal of Advanced Computational Intelligence and Intelligent Informatics. 25, 6, p. 931-943 13 p.

研究成果: ジャーナルへの寄稿 › 記事 › 査読

Open Access

1 被引用数 (Scopus)

Evaluation of BAW and SAW Properties of (K, Na)NbO₃Thin Films Deposited by RF Sputtering

Yoshizawa, K., Suzuki, M., Kakio, S., Ito, Y., Tateyama, A., Funakubo, H., Wakabayashi, T. & Shibata, K., 2021, In: IEEE International Ultrasonics Symposium, IUS.

研究成果: ジャーナルへの寄稿 › 会議記事 › 査読

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