研究キーワード (10件):
人工知能
, 機械学習
, 情報統計力学
, 情報幾何
, ダイナミクス
, ニューラルネットワーク
, Statistical Physics of Information Processing
, Information Geometry
, Dynamics
, Neural Network
競争的資金等の研究課題 (4件):
2005 - 2010 特異構造をもつ統計モデルの統計的推測と学習ダイナミクスの情報幾何学的解析
2006 - 2008 学習機械の幾何学的特異構造とダイナミクスに関する研究
2006 - 2008 Study on Effect of Geometrical Singularity on Dynamics of Learning
2005 - 2007 Information Geometrical Approach to Estimation and Learning Dynamics of statistical Model with Singular Structure
論文 (32件):
Shunsuke Sano, Toshiaki Mizobuchi, Hiroshi Shimbo, Tomoko Ozeki, Jun-Ichiro Nojima. Study on detection of internal cracks by inspection of impact echo using CNN. Computational Modelling of Concrete and Concrete Structures. 2022. 148-153
Shimbo Hiroshi, Mizobuchi Toshiaki, Ozeki Tomoko, Nojima Jun-Ichiro. A study on defect monitoring of concrete with machine learning of the impact-echo spectrogram. Indian Concrete Journal. 2020. 94. 9. 74-82
新保 弘, 溝渕 利明, 尾関 智子, 野嶋 潤一郎. 打音探査への機械学習の適用に関する検討. 土木情報学シンポジウム講演集 Proceedings of the symposium on civil engineering informatics. 2020. 45. 61-64
Sanetoshi Yamada, Kazuo Umezawa, Yoshiro Yamamoto, Tomoko Ozeki. Visualization system for analyzing regional characteristics of Utstein data. International Conference on ICT and Knowledge Engineering. 2018. 1-5
Study on Applicability of Detection of Internal Cracks by Impact Echo Using Machine Learning
(The International Symposium on NDT in Civil Engineering (NDT-CE) 2022)