College of Industrial Technology

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 Feb 2024, In: Physical Review D. 109, 4, 043011.

Research output: Contribution to journal › Article › peer-review

2 Citations (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., Sept 2024, In: Applied Soft Computing. 162, 111809.

Research output: Contribution to journal › Article › peer-review

Deep Learning Application for Detecting Gravitational Waves from Core-Collapse Supernovae

Sasaoka, S., Hou, Y., Dominguez, D., Garg, S., Koyama, N., Sakai, Y., Omae, Y., Somiya, K. & Takahashi, H., 27 Sept 2024, In: Proceedings of Science. 444, 1499.

Research output: Contribution to journal › Conference article › peer-review

Deep Learning for Detecting Gravitational Waves from Compact Binary Coalescences and Its Visualization by Grad-CAM

Sasaoka, S., Hou, Y., Dominguez, D., Garg, S., Koyama, N., Sakai, Y., Omae, Y., Somiya, K. & Takahashi, H., 27 Sept 2024, In: Proceedings of Science. 444, 1498.

Research output: Contribution to journal › Conference article › peer-review

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 Sept 2024, In: Machine Learning: Science and Technology. 5, 3, 035028.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

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.

Research output: Contribution to journal › Conference article › peer-review

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., Aug 2024, In: Journal of the American Society of Echocardiography. 37, 8, p. 759-768 10 p.

Research output: Contribution to journal › Article › peer-review

3 Citations (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.

Research output: Contribution to journal › Article › peer-review

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.

Research output: Contribution to journal › Conference article › peer-review

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., Apr 2024, In: International Journal of Innovative Computing, Information and Control. 20, 2, p. 329-342 14 p.

Research output: Contribution to journal › Article › peer-review

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.

Research output: Contribution to journal › Article › peer-review

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., Dec 2023, In: ICIC Express Letters, Part B: Applications. 14, 12, p. 1273-1283 11 p.

Research output: Contribution to journal › Article › peer-review

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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Research output: Contribution to journal › Conference article › peer-review

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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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

Translated title of the contribution: Seat Allocation Model for Constraining COVID-19 Infection Risk in RestaurantsKakimoto, Y., Omae, Y., Toyotani, J., Hara, K. & Takahashi, H., 2023, In: Journal of Japan Industrial Management Association. 74, 2, p. 77-89 13 p.

Research output: Contribution to journal › Article › peer-review

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

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

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (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 Jan 2023, In: Japanese Journal of Applied Physics. 62, 1, 016502.

Research output: Contribution to journal › Article › peer-review

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

Omae, Y., Jul 2023, In: Mathematics. 11, 14, 3067.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (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.

Research output: Contribution to journal › Article › peer-review

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

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

Research output: Contribution to journal › Article › peer-review

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., Mar 2023, In: IEICE Transactions on Information and Systems. E106D, 3, p. 423-426 4 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (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.

Research output: Contribution to journal › Conference article › peer-review

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 Dec 2023, In: Journal of Applied Physics. 134, 23, 234102.

Research output: Contribution to journal › Article › peer-review

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 Dec 2023, In: Heart. 109, 23, p. 1751-1758 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Citations (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., Apr 2023, In: ESC heart failure. 10, 2, p. 1103-1113 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (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 May 2023, In: Sensors and Actuators A: Physical. 354, 114265.

Research output: Contribution to journal › Article › peer-review

1 Citation (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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Study on the Influence of Environmental Conditions on Road Friction Characteristics

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

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (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., Mar 2023, In: ICIC Express Letters, Part B: Applications. 14, 3, p. 271-277 7 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (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 Dec 2023, In: Physical Review D. 108, 12, 123033.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Citations (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.

Research output: Contribution to journal › Article › peer-review

1 Citation (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 Nov 2022, In: Japanese Journal of Applied Physics. 61, SN, SN1016.

Research output: Contribution to journal › Article › peer-review

6 Citations (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 Jul 2022, In: Japanese Journal of Applied Physics. 61, SG, SG1077.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (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.

Research output: Contribution to journal › Article › peer-review

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 Mar 2022, In: AIP Advances. 12, 3, 035241.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

How Can We Expand Unintended Outcomes in Participatory Design?

Tojo, N., Yoshida, H., Oto, T. & Niida, S., 19 Aug 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Inattentive Driving Detection Using Body-Worn Sensors: Feasibility Study

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

Research output: Contribution to journal › Article › peer-review

Open Access

8 Citations (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 Jan 2022, In: Journal of the Ceramic Society of Japan. 130, 1, p. 123-130 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (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 Jan 2022, In: Applied Physics Letters. 120, 2, 022903.

Research output: Contribution to journal › Article › peer-review

8 Citations (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., Aug 2022, In: Journal of Materials Science. 57, 29, p. 14003-14014 12 p.

Research output: Contribution to journal › Article › peer-review

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., Aug 2022, In: Heart and Vessels. 37, 8, p. 1387-1394 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

12 Citations (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., Apr 2022, In: International Journal of Innovative Computing, Information and Control. 18, 2, p. 433-445 13 p.

Research output: Contribution to journal › Article › peer-review

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

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

Research output: Contribution to journal › Article › peer-review

2 Citations (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.

Research output: Contribution to journal › Article › peer-review

Open Access

10 Citations (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., Dec 2022, In: Inventions. 7, 4, 90.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (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.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (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 Apr 2022, In: Colloids and Surfaces A: Physicochemical and Engineering Aspects. 639, 128372.

Research output: Contribution to journal › Article › peer-review

12 Citations (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., Oct 2021, In: International Journal of Innovative Computing, Information and Control. 17, 5, p. 1791-1799 9 p.

Research output: Contribution to journal › Article › peer-review

3 Citations (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., Jun 2021, In: ICIC Express Letters, Part B: Applications. 12, 6, p. 549-556 8 p.

Research output: Contribution to journal › Article › peer-review

College of Industrial Technology

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