College of Industrial Technology

Research output

Research output per year 2004 2021 2022 2023 2024 2024

• 476 Citations
• 70 Article
• 8 Conference article
• 5 Conference contribution
• 2 Chapter

Research output per year

Research output per year

Search results

• 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

  • Neutron Stars 100%
  • Convolutional Neural Network 100%
  • Gravitational Wave 100%
  • Black Holes 100%
  • Dimensional Model 75%
  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

  • Feature Selection 100%
  • Learned Feature 100%
  • Average Pooling 22%
  • Feature Vector 11%
  • Deep Feature 11%

• 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

  • Gravitational Wave Detectors 100%
  • Neural Network 100%
  • Gravitational Wave 100%
  • Interferometer 100%
  • Transients 50%
  1 Citation (Scopus)

• 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

  • Heart Failure with Preserved Ejection Fraction 100%
  • Phenotype 100%
  • Ejection Fraction 100%
  • Exercise 33%
  • Cluster Analysis 33%
  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

  • Selection Algorithm 100%
  • Convolutional Neural Network 100%
  • Algorithm Selection 100%
  • Neural Network 100%
  • Computational Cost 20%

• 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

  • Snow Accumulation 100%
  • Facility Location 100%
  • Snow 100%
  • Facilities 100%
  • Location Model 100%

• 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

  • Decision Trees 100%
  • Bayesian Optimization 100%
  • Estimation Performance 20%
  • Computational Cost 20%
  • Computational Complexity 20%
• 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

  • Career Development 100%
  • Artificial Intelligence 100%
  • Data Science 100%
  • Expectancy-Value Theory 20%
  • Utility Value 12%

• 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

  • Operators 100%
  • Parameters 66%
  • Number 33%
  • Single Parameter 33%
  • Business Practice 33%

• 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

  • Feature Extraction 100%
  • Nearest Neighbor 25%
  • Processing Step 25%
  • Support Vector Machine 25%
  • Conducted Experiment 25%
  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

  • Film 100%
  • Piezoelectricity 100%
  • Film Thickness 100%
  • Thickness 100%
  • Output Power 100%

• 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

  • Gaussian Process 100%
  • Bayesian Optimization 100%
  • Kernel Parameter 100%
  • Gaussian Distribution 100%
  • Materials Design 100%
  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

  • Electrospray 100%

• 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

  • Evacuation 100%
  • Walking Speed 57%
  • Disaster Strike 33%
  • Evacuation Plan 33%

• 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

  • Physician 100%
  • Examination 100%
  • Pulmonary Artery 100%
  • Cardiology 100%
  • Patient 50%
  1 Citation (Scopus)

• 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

  • Strain 100%

• 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

  • Cluster Analysis 100%
  • Phenotype 100%
  • Atrial Fibrillation 100%
  • Prevalence 44%
  • Cardiovascular System 22%
  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

  • Learning 100%
  • Acute Decompensated Heart Failure 100%
  • Pressure 100%
  • Patient 75%
  • Hazard Ratio 50%
  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

  • Thin Films 100%
  • Longitudinal Vibration 100%
  • High Frequency 100%
  • Piezoelectric Coefficient 100%
  • Frequency Measurement 100%
  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

  • Road Friction 100%
  • Magic Formula 33%
  • Road Vehicle 33%
  • Brush Model 33%
  • Dynamic Models 33%
  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

  • Thorax Radiography 100%
  • Lung Wedge Pressure 100%
  • Pulmonary Artery 100%
  • Lung Congestion 50%
  • Medicine 20%
  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

  • Convolutional Neural Network 100%
  • Gravitational Wave 100%
  • Spectrogram 100%
  • Decision-Making Process 33%
  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

  • Social Media 100%
  • False Information 75%
  • Accurate Information 25%
  • Collect Information 25%
  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

  • Film 100%
  • Piezoelectricity 100%
  • Film Thickness 100%
  • Ferroelectric Material 16%
  • Electromechanical Coupling 16%
  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

  • Wave Propagation 100%
  • Acoustic Wave 100%
  • Magnetron Sputtering 100%
  • Electromechanical Coupling 50%
  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

  • Identification 100%
  • Multi Agent Systems 100%
  • Training Dataset 66%
  • Support Vector Regression 66%
  • Computation Cost 66%

• 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

  • Ferroelectric Film 100%
  • Ferroelectric Thin Films 50%
  • Titanium Dioxide 50%
  • Solution 50%
  2 Citations (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

  • Feasibility Study 100%
  • Detection Algorithm 100%
  • Anomaly Detection 50%
  • Body Model 50%
  • Driving Simulator 50%
  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

  • Processing 100%
  • Microwave 100%
  • Hydrothermal 100%
  • Low-Temperature 100%
  • Reaction Temperature 100%
  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

  • Curie Temperature 100%
  • Dielectric Loss 50%
  • Diffraction 50%
  • Ion 50%
  • Transmission Electron Microscopy 50%
  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

  • Epitaxial Film 100%
  • Hydrothermal Synthesis 100%
  • Process Window 100%
  • Temperature 50%
  • Material 50%

• 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

  • Thorax Radiography 100%
  • Pulmonary Artery 100%
  • Training 33%
  • Learning 20%
  • Cardiovascular Disease 20%
  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

  • Diseases 100%
  • Residential Area 33%

• 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

  • Location Area 100%
  • Scheduling 100%
  • Buffer 100%
  • Road Network 20%
  • Conflict 10%
  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

  • COVID-19 Vaccination 100%
  • Infection Rate 50%
  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

  • Road Friction 100%
  • Measuring Device 100%
  • Road 25%
  • Road Surface 25%
  • Friction Coefficient 25%
  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

  • Mathematical Model 100%
  • Mathematical Development 50%
  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

  • Ionic Liquid 100%
  • Critical Solution Temperature 100%
  • Osmosis 100%
  • Desalination 50%
  • Seawater 50%
  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

  • Highway Accidents 100%
  • Somnolence 100%
  • Monitoring System 50%
  • Facial Expression 50%
  • Early Detection 50%
  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

  • Interactive Data 100%
  • Learning Systems 50%
  • Learning Experiences 50%
  • Satisfaction Model 50%
  • Relevance Model 50%

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

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

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

  Open Access

  • Total Population 100%
  • User Application 100%
  • Coronavirinae 100%
  • Disease 100%
  • COVID-19 100%
  1 Citation (Scopus)

• Impact of removal strategies of stay-at-home orders on the number of covid-19 infectors and people leaving their homes

  Omae, Y., Kakimoto, Y., Toyotani, J., Hara, K., Gon, Y. & Takahashi, H., Jun 2021, In: International Journal of Innovative Computing, Information and Control. 17, 3, p. 1055-1065 11 p.

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

  • multi agent simulation 100%
  • Multiagent Simulation 100%
  • Order 100%
  • Infected Person 30%
  • Economics 14%
  4 Citations (Scopus)

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

  Omae, Y., Mizukoshi, K., Furuya, T., Oshima, T., Sakakibara, N., Mizuochi, Y., Yatsushiro, K., Matsushita, M. & Takahashi, H., Mar 2021, In: Journal of Advanced Computational Intelligence and Intelligent Informatics. 25, 2, p. 258-269 12 p.

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

  Open Access

  • Collaborative Learning 100%
  • Information and Communication Technologies 12%
  • e-Learning 12%
  • Educational Environment 12%
  • Learning Group 11%

• Multiagent Simulation Approach to Pedestrian Laminar Flow with Group Walking Models

  Takahashi, H., Omae, Y. & Tanaka, R., 2021, In: IEEE Access. 9, p. 6907-6920 14 p., 9314063.

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

  Open Access

  • Actual Condition 100%
  • Multiagents 100%
  • Laminar Flows 100%
  • MS Contin 100%
  2 Citations (Scopus)

• Reliability of multi-agent based infection simulator with parameters of isolation wards

  Omae, Y., Kakimoto, Y., Toyotani, J., Hara, K., Gon, Y. & Takahashi, H., 2021, In: ICIC Express Letters, Part B: Applications. 12, 6, p. 577-586 10 p.

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

  • multi agent 100%
  1 Citation (Scopus)

• SIR model-based verification of effect of COVID-19 Contact-Confirming Application (COCOA) on reducing infectors in Japan

  Omae, Y., Kakimoto, Y., Toyotani, J., Hara, K., Gon, Y. & Takahashi, H., 28 Jul 2021, In: Mathematical Biosciences and Engineering. 18, 5, p. 6506-6526 21 p.

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

  • Diseases 100%
  • Infection 100%
  • Coronavirinae 100%
  • Health 100%
  • Reverse Transcription Polymerase Chain Reaction 100%
  4 Citations (Scopus)
• 2020

  A basic study of noise reduction on the analysis of burst gravitational waves by direct and parallel denoising autoencoder

  Hayashi, H., Sakai, K., Hamazumi, H., Takahashi, H. & Omae, Y., 2020, In: ICIC Express Letters. 14, 4, p. 337-345 9 p.

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

  • Gaussian Distribution 100%
  • Noise Reduction 100%
  1 Citation (Scopus)

• Classification of human gait acceleration data using convolutional neural networks

  Kreuter, D., Takahashi, H., Omae, Y., Akiduki, T. & Zhang, Z., Apr 2020, In: International Journal of Innovative Computing, Information and Control. 16, 2, p. 609-619 11 p.

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

  • Motion Data 100%
  • Test Subject 49%
  • Image Data 49%
  13 Citations (Scopus)

• Detection of swimming stroke start timing by deep learning from an inertial sensor

  Omae, Y., Kobayashi, M., Sakai, K., Akiduki, T., Shionoya, A. & Takahashi, H., Mar 2020, In: ICIC Express Letters, Part B: Applications. 11, 3, p. 245-251 7 p.

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

  • Deep Learning 100%
  • Inertial Sensor 100%
  • Learning Parameter 33%
  • Frequency Domain 33%
  • Training Dataset 33%
  4 Citations (Scopus)
• 2019

  Fundamental investigation of osmolality, thermo-responsive phase diagram, and water-drawing ability of ionic-liquid-based draw solution for forward osmosis membrane process

  Kamio, E., Takenaka, A., Takahashi, T. & Matsuyama, H., 15 Jan 2019, In: Journal of Membrane Science. 570-571, p. 93-102 10 p.

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

  • Osmosis Membrane 100%
  • Phase Separation 100%
  • Fluid Viscosity 33%
  • Rich Phase 33%
  • Chemical Structure 33%
  40 Citations (Scopus)