Session information

General Session

General Session » [GS] J-13 AI application

[4K2-J-13] AI application: land and infrastructure

Fri. Jun 7, 2019 12:00 PM - 1:40 PM Room K (201A Medium meeting room)

Chair:Hiroyasu Matsushima Reviewer:Hiroto Yoneno

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12:00 PM - 12:20 PM

[4K2-J-13-01] Object Identification for GPR images with Convolutional Neural Network and Generative Adversarial Network

〇Jun Sonoda¹, Tomoyuki Kimoto² (1. National Institute of Technology, Sendai College, 2. National Institute of Technology, Oita College)

12:20 PM - 12:40 PM

[4K2-J-13-02] Attempt to reduce the effect of biased data-set on ground-motion prediction using machine learning

〇Hisahiko Kubo¹, Takashi Kunugi¹, Shingo Suzuki¹, Wataru Suzuki¹, Shin Aoi¹ (1. National Research Institute for Earth Science and Disaster Resilience)

12:40 PM - 1:00 PM

[4K2-J-13-03] Classification of dielectric constant and size of underground radar image using 3D-CNN

〇Tomoyuki Kimoto¹, Ryo Tsuno¹, Jun Sonoda² (1. National Institute of Technology, Oita College, 2. National Institute of Technology, Sendai College)

1:00 PM - 1:20 PM

[4K2-J-13-04] SAVS simulation analysis for large region

〇Sho Iwata¹, Keiji Suzuki¹ (1. Future University Hakodate)

1:20 PM - 1:40 PM

[4K2-J-13-05] Optimization for Improvement of Ground Consolidation Settlement using Machine Learning

〇Shoichi Tsukuni¹, Masahiro Hamana¹, Takeshi Yamatoda² (1. TAKENAKA CIVIL ENGINEERING &CONSTRUCTION CO.,LTD, 2. IDAJ Co.,LTD.)

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