Souichi Oka

According to our database, Souichi Oka authored at least 6 papers between 1998 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2025

Pitfalls of XAI interpretation in environmental modeling: A warning on model bias in air quality data analysis.

Souichi Oka, Takuma Yamazaki, Yoshiyasu Takefuji

Environ. Model. Softw., 2025

Beyond predictive accuracy: Statistical validation of feature importance in biomedical machine learning.

Souichi Oka, Nobuko Inoue, Yoshiyasu Takefuji

Comput. Methods Programs Biomed., 2025

Letter to the Editor: Complementary statistical approaches for interpreting machine learning feature importance in osteoporosis risk.

Souichi Oka, Takuma Yamazaki, Yoshiyasu Takefuji

Comput. Biol. Medicine, 2025

2009

A Neural Network Algorithm for Detecting Invisible Concrete Surface Cracks in Near-field Millimeter-wave Images.

Souichi Oka, Shoji Mochizuki, Hiroyoshi Togo, Naoya Kukutsu

Proceedings of the IEEE International Conference on Systems, 2009

2001

The evaluation of new self-organization classification algorithms using magnetic resonance images.

Souichi Oka, Yoshiyasu Takefuji

Proceedings of the ISCA 16th International Conference Computers and Their Applications, 2001

1998

Grouping complex face parts by nonlinear oscillations.

Souichi Oka, Miki Kitabata, Yoshiaki Ajioka, Yoshiyasu Takefuji

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998