Researcher Database

NOMURA Yasutoshi

Department / Course College of Science and Engineering Department of Civil and Environmental Engineering

Title / Position Professor

Papers
1.	2022/09	Evaluation of Crack Propagation in Concrete Bridges from Vehicle-mounted Camera Images Using Deep Learning and Image Processing │ Frontiers in Built Environment │ 8,pp.1-14 (Co-authored)
2.	2022/03	Anomaly Detection for Solar Panel Joint Clamps Using Deep Learning Based Detection and Recognition Techniques │ Journal of the Society of Materials Science, Japan │ 71 (3),pp.289-295 (Co-authored)
3.	2022/03	Active Control for a Seismic Isolated Bridge to Prevent Rubber Bearings from Hardening against Earthquake exceeding a Design Seismic Motion │ Journal of structural engineering. A │ 68A,pp.202-212 (Co-authored)
4.	2022/03	Unsupervised Anomaly Detection in Rotating Machinery Using Variational Autoencoder │ Journal of the Society of Materials Science, Japan │ 71 (3),pp.296-302 (Co-authored)
5.	2020/09	A Review on Anomaly Detection Techniques Using Deep Learning │ Journal of the Society of Materials Science, Japan │ 69 (9),pp.650-656 (Sole-authored)
6.	2020/07	Research Trends in Machine Learning from the Perspective of Disaster Prevention Applications │ Artificial Intelligence and Data Science │ 1 (J1),pp.242-251 (Co-authored)
7.	2020/03	A Two-Step Screening System for Surface Crack Using Object Detection and Recognition Technique Based on Deep Learning │ Journal of the Society of Materials Science, Japan │ 69 (3),pp.218-225 (Co-authored)
8.	2019/03	Development of Real-Time Screening System for Structural Surface Damage Using Object Detection and Generative Model Based on Deep Learning │ Journal of Society of Materials Science, Japan │ 68 (3),pp.250-257 (Co-authored)
9.	2019/03	Structural Identification Based on AR Model For Earthquake Response and Merging Particle Filter │ Journal of the Society of Materials Science, Japan │ 68 (3),pp.242-249 (Co-authored)
10.	2018/02	Structural Integrity Diagnosis for Valve Based on Deep Convolution Neural Network │ Journal of the Society of Materials Science, Japan │ 67 (2),pp.177-183 (Co-authored)
11.	2018/02	Crack Detection System for Concrete Surface Based on Deep Convolution Neural Network │ Journal of Japan Society of Civil Engineers (F6) │ 73 (2),pp.I_189-I_198 (Co-authored)
12.	2017/02	Structural Integrity Monitoring Based on Deep Learning for Fixation-damage Valve │ Journal of Japan Society of Civil Engineers (F6) │ ,pp.I_183-I_190 (Co-authored)
13.	2017/02	Fundamental Study on Invisible Crack Detection Based on Non-contact Displacement Measurements │ Journal of Japan Society of Civil Engineers (A2) │ 72 (2),pp.I_87-I_96 (Co-authored)
14.	2016/05	Multi-Agent Simulation for Disaster Emergency Evacuation in Tsuruga City │ Journal of the Society of Materials Science, Japan │ 65 (5),pp.391-396 (Co-authored)
15.	2016/02	Estimation of Posterior Probability Density Distributions by Some Filtering Algorithms for Observation Update │ Journal of Japan Society of Civil Engineers (A2) │ 71 (2),pp.I_59-I_70 (Co-authored)
16.	2015/05	Key Points on The Reliability Engineering IV: Data Assimilation: Particle Filter and Merging Particle Filter │ Journal of the Society of Materials Science, Japan │ 65 (5),pp.403-408 (Co-authored)
17.	2015/03	Structural Reliability Assessment by Multimodal Analysis Using Cellular Automaton Particle Swarm Optimization │ Journal of the Society of Materials Science, Japan │ 64 (5),pp.190-195 (Co-authored)
18.	2015/02	Maintenance Planning in Consideration of Change of Schedule in Bridges Asset Management │ Journal of Japan Society of Civil Engineers (A2) │ 70 (2),pp.I_959-I_970 (Co-authored)
19.	2014/06	Dynamic Compression Test of CFRP Laminates Using SHPB Technique │ Applied Mechanics and Materials │ 566,pp.122-127 (Co-authored)
20.	2014/05	Experimental Method for Dynamic Compression Behavior of Composite Laminates Using SHPB Technique │ Journal of the Society of Materials Science, Japan │ 63 (5),pp.362-367 (Co-authored)
21.	2014/02	Application of Metaheulistic Method to Reliability Analysis for Lifeline Involves Multiple Failure Modes │ Journal of the Society of Materials Science, Japan │ 63 (2),pp.143-148 (Co-authored)
22.	2014/01	Development of Crack Detection System for Concrete Structures Using Non-contact Displacement Measurements │ Journal of Japan Society of Civil Engineers (F6) │ 69 (2),pp.I_75-I_80 (Co-authored)
23.	2013/11	Structural Damage Localization Based on Recurrence Plots of Chaotic Response Attractor │ Transactions of the Japan society of mechanical engineers. C │ 79 (807),pp.209-221 (Co-authored)
24.	2013/08	Optimization of Long-term Plan for a Large Number of Bridges by Using Genetic Algorithm │ Journal of Japan Society of Civil Engineers (A2) │ 69 (2),pp.I_731-I_740 (Co-authored)
25.	2013/08	Baseline-free Damage Detection Method Using Digital Image Correlation Methods and Fractal Dimension Analysis │ Journal of Japan Society of Civil Engineers (A2) │ 69 (2),pp.I_633-I_642 (Co-authored)
26.	2013/08	Improvement of Practical Utility of Damage Assessment System for Bridge Based on Pattern Recognition Considering Exception Extraction │ Journal of Japan Society of Civil Engineers (A2) │ 69 (2),pp.I_751-I_760 (Co-authored)
27.	2012/03	Proposal of Practical Ensemble System for Multiple Feature Selection in Damage Judgement of Bridge │ Journal of structural engineering. A │ 58A,pp.756-766 (Co-authored)
28.	2011/11	Application of Web System for Restoration Scheduling of Damage Network │ Journal of Japan Society of Civil Engineers (F6) │ 67 (2),pp.I_77-I_82 (Co-authored)
29.	2011/10	Structural Diagnosis Using Cross Prediction of Response Attractor and Its Application to Baseline-less System │ JCOSSAR2011 │ 7,pp.230-235 (Co-authored)
30.	2011/09	Experimental Research of the Structural Health Monitoring System Using AdaBoost Technique │ Journal of Japan Society of Civil Engineers (A2) │ 67 (2),pp.I_825-I_832 (Co-authored)
31.	2011/08	Practical Application of Long-term Bridge Management System Using Genetic Algorithm │ Journal of Japan Society for Fuzzy Theory and Intelligent Informatics │ 23 (4),pp.95-105 (Co-authored)
32.	2010/08	Research of Baseline-less Structural Diagnosis Based on Chaotic Excitation │ Journal of applied mechanics : JSCE │ 13,pp.977-984 (Co-authored)
33.	2010/08	An Ensemble System for Multiple Feature Selection in Damage Judgement of Bridge │ Journal of applied mechanics : JSCE │ 13,pp.957-964 (Co-authored)
34.	2010/08	Deal against Uncertain Environments in Restoration Scheduling of Damaged Networks │ Journal of applied mechanics : JSCE │ 13,pp.639-647 (Co-authored)
35.	2010/03	Mining Simulations for Grade Adjustment in Limestone Quarry Using Genetic Algorithm │ Journal of MMIJ (The Mining and Materials Processing Institute of Japan) │ 126 (3),pp.78-83 (Co-authored)
36.	2009/11	Recognition of Filling Conditions inside the Steel-Concrete Composite Slabs Using Support Vector Machine │ Journal of Japan Society of Civil Engineers (F6) │ 4,pp.53-58 (Co-authored)
37.	2009/02	Structural Damage Detection Based on Response Evaluation Using Chaotic Excitation and Cross Prediction Error │ Journal of Japan Society of Civil Engineers (A) │ 65 (1),pp.30-41 (Co-authored)
38.	2008/12	Optimal Allocation of Fuzzy Controller and Its Rule Tuning for Structural Vibration by PSO │ Journal of Japan Society for Fuzzy Theory and Intelligent Informatics │ 20 (6),pp.95-107 (Co-authored)
39.	2008/11	Damage Detection Using Support Vector Machine for Integrity Assessment of Concrete Structures │ Journal of Japan Society of Civil Engineers (A) │ 64 (4),pp.739-749 (Co-authored)
40.	2008/08	Optimal Restoration Schedule Considering Multiple Group Work Under Uncertain Environment │ Journal of applied mechanics : JSCE │ 11,pp.655-663 (Co-authored)
41.	2008/05	Optimal Restoration Scheduling of Damaged Networks in Uncertain Environment │ Journal of Japan Society of Civil Engineers (A) │ 64 (2),pp.434-445 (Co-authored)
42.	2008/01	Attractor-based Impact Acoustic Method for the Identification of Exfoliation inside Steel-Concrete Composite Slabs │ Journal of Japan Society of Civil Engineers (A) │ 64 (1),pp.107-120 (Co-authored)
43.	2007/06	Structural Health Monitoring Using Prediction Error of Chaotic Response │ JCOSSAR2007 │ ,pp.247-252 (Co-authored)
44.	2007/03	An Integrated Fuzzy Control System for Structural Vibration │ Computer-aided Civil and Infrastructure Engineering │ 22 (4),pp.306-316 (Co-authored)
45.	2007/01	Adaptive vibration control with predicting and learning abilities based on soft computing, │ Structure and Infrastructure Engineering │ 4 (1),pp.19-31 (Co-authored)
46.	2002/03	Structural Vibration Control with Predicting Ability Using Soft Computing Technologies │ Journal of structural engineering. A │ 48A,pp.231-237 (Co-authored)
47.	2002/03	Applications of Various Time Series Analyses to Wind Velocity Prediction │ Journal of structural engineering. A │ 48A,pp.203-211 (Co-authored)