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Cross Disciplinary

クラスタリング手法による電力消費量解析

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Coming soon

[1] Time Series Electricity Consumption Analysis using Non-negative Matrix Factorization, Akira Kusaba, Tetsuji Kuboyama, Takako Hashimoto, Proceedings of the 10th International Conference on Awareness Science and Technology (iCAST 2019), 1-6 (2019).

[2] Unsupervised Clustering based on Feature-value / Instance Transposition Selection, Akira Kusaba, Takako Hashimoto, Kilho Shin, David Shepard, Tetsuji Kuboyama, Proceedings of the IEEE Region 10 Conference 2020 (TENCON 2020), 1192-1197 (2020).

[3] Unsupervised Feature Value Selection Based on Explainability, Kilho Shin, Kenta Okumoto, David Lawrence Shepard, Akira Kusaba, Takako Hashimoto, Jorge Amari, Keisuke Murota, Junnosuke Takai, Tetsuji Kuboyama, Hiroaki Ohshima, Revised Selected Papers of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020), 421-444 (2021).