Naoki Ichijo

According to our database, Naoki Ichijo authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability.

Yuta Nakahara, Shota Saito, Naoki Ichijo, Koki Kazama, Toshiyasu Matsushima

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

An Algorithmic Framework for Constructing Multiple Decision Trees by Evaluating Their Combination Performance Throughout the Construction Process.

Keito Tajima, Naoki Ichijo, Yuta Nakahara, Toshiyasu Matsushima

CoRR, 2024

Boosting-Based Sequential Meta-Tree Ensemble Construction for Improved Decision Trees.

Ryota Maniwa, Naoki Ichijo, Yuta Nakahara, Toshiyasu Matsushima

CoRR, 2024

An Algorithmic Framework for Constructing Multiple Decision Trees by Evaluating Their Combination Performance Throughout the Construction Process.

Keito Tajima, Naoki Ichijo, Yuta Nakahara, Koshi Shimada, Toshiyasu Matsushima

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Bayesian Decision-Theoretic Prediction with Ensemble of Meta-Trees for Classification Problems.

Naoki Ichijo, Ryota Maniwa, Yuta Nakahara, Koshi Shimada, Toshiyasu Matsushima

Proceedings of the International Symposium on Information Theory and Its Applications, 2024

2023

Prediction Algorithms Achieving Bayesian Decision Theoretical Optimality Based on Decision Trees as Data Observation Processes.

Yuta Nakahara, Shota Saito, Naoki Ichijo, Koki Kazama, Toshiyasu Matsushima

CoRR, 2023