@article{CTT100884436, author = {S. Manzhos and S. Tsuda and M. Ihara}, title = {Machine learning in computational chemistry: interplay between (non)linearity, basis sets, and dimensionality}, journal = {Physical Chemistry Chemical Physics}, year = 2023, } @inproceedings{CTT100902468, author = {Lee Hyojae and 津田 舜作 and 飯島 大樹 and 亀田 恵佑 and Manzhos Sergei and 伊原 学}, title = {.電力需要予測の高精度化に向けた高次元電力消費データのエンコーディング手法の提案}, booktitle = {}, year = 2023, } @inproceedings{CTT100898701, author = {S Manzhos and S Tsuda and H Lee and M Ihara}, title = {Hybrid models combining neural networks (NN), Gaussian process regressions (GPR), and high-dimensional model representations (HDMR) for more powerful machine learning.}, booktitle = {}, year = 2023, } @inproceedings{CTT100892217, author = {Sergei Manzhos and Shunsaku Tsuda and Hyojae Lee and Manabu Ihara}, title = {Hybrid models combining neural networks (NN), Gaussian process regressions (GPR), and high-dimensional model representations (HDMR) for more powerful machine learning}, booktitle = {}, year = 2023, } @inproceedings{CTT100886743, author = {Lee Hyojae and 津田 舜作 and 飯嶌 大樹 and Manzhos Sergei and 伊原 学}, title = {建物内人間活動情報を含む高次元エネルギーデータを用いた電力需要予測モデルの提案}, booktitle = {}, year = 2023, } @inproceedings{CTT100881115, author = {Lee Hyojae and 津田 舜作 and 飯嶌 大樹 and Manzhos Sergei and 伊原 学}, title = {マイクログリッドにおける電力需要予測に向けた高次元データと時定数解析の検討}, booktitle = {}, year = 2022, } @inproceedings{CTT100881124, author = {津田 舜作 and 大久保 辰哉 and Lee Hyojae and 飯嶌 大樹 and 大歳 夏生 and Manzhos Sergei and 伊原 学}, title = {汎用的な電力需要予測に向けた高次元エネルギーデータの分析と回帰モデルの検討}, booktitle = {}, year = 2022, } @inproceedings{CTT100881120, author = {飯嶌 大樹 and Lee Hyojae and 津田 舜作 and Manzhos Sergei and 伊原 学}, title = {電力予測モデル構築に向けた高次元エネルギーデータのクラスタリング手法の検討と解析}, booktitle = {}, year = 2022, }