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電気通信大学大学院情報理工学研究科
情報・ネットワーク工学専攻
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Software

OptimalTriangulation

Chao Li and Maomi Ueno:
OptimalTriangulation is a JAVA software package that implements several triangulation algorithms for Bayesian networks, as described in [1, 2, 3]. The software can be reused and redistributed except for commercial purposes.
Detail here

Structure Learning

Source code of the proposed method (depth-first branch and bound algorithm) in a AAAI paper (Sugahara, Kato, and Ueno, 2024) are available: Download link.
Source code of the methods compared in an Entropy paper (Sugahara and Ueno ,2021) are available: Download link.
We can easily execute the compared methods using jar files in the zip file.
For more details, please see “ReadMe.txt” in the zip file.
The datasets used in experiments of Sugahara and Ueno (2021) are available: Download link.

Uniform Tests Assembly

Source code of the methods compared in IEEE Transactions on Learning Technologies (Fuchimoto, Ishii, and Ueno 2022) are available: Download link (under review).

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