Session information

General Session

General Session » [GS] J-2 Machine learning

[2Q3-J-2] Machine learning: explainability, knowledge acquisition

Wed. Jun 5, 2019 1:20 PM - 3:00 PM Room Q (6F Meeting room, Bandaijima bldg.)

Chair:Yasuhiro Sogawa Reviewer:Shohei Higashiyama

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1:20 PM - 1:40 PM

[2Q3-J-2-01] Investigation of the influence of over training on CNN focusing on change of heat map which brings interpretability

〇Yoshihisa Furusawa¹, Yoshimasa Tawatsuji^3,2, Tatsunori Matsui² (1. Waseda University, 2. Faculty of Human Sciences, Waseda University, 3. Graduate School of Human Sciences, Waseda University)

1:40 PM - 2:00 PM

[2Q3-J-2-02] Visualization of cluster structure transition in deep learning

〇Chihiro Watanabe¹ (1. NTT Communication Science Laboratories)

2:00 PM - 2:20 PM

[2Q3-J-2-03] Explanation of frequency domain features contributing to EEG classification

Kazuki Tachikawa¹, Yuji Kawai¹, 〇Jihoon Park¹, Minoru Asada¹ (1. Osaka University)

2:20 PM - 2:40 PM

[2Q3-J-2-04] Model-agnostic Explainer using Feature Patterns

〇Kohei Asano¹, Jinhee Chun¹, Takeshi Tokuyama¹ (1. Tohoku University)

2:40 PM - 3:00 PM

[2Q3-J-2-05] Visualization of learning process for Convolution Neural Network

〇Soichi Sakai¹, Yoichi Takenaka² (1. Graduate School of Informatics, Kansai University, 2. School of Informatics, Kansai University)

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