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小宮 賢士
NTT コミュニケーション科学基礎研究所 / メディア情報研究部 / 生体情報処理研究グループ
e-mail: kenji.komiya [at] ntt.co.jp
〒243-0198 神奈川県厚木市森の里若宮 3-1
業績リスト
- Jin, A*. K., Komiya*, K., Nishikimi, R., & Kashino, K. (2025, October). Topology Informed Surrogate Modeling for Parameter Optimization in Multicellular Models. In 2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (pp. 1-7). IEEE. (*equal contribution)
- Nakano, M., Komiya, K., Sakuma, H., Sato, T., Iwata, T., & Kashino, K. (2025, July). Mondrian Embeddings for Visualization of Decision Tree Ensembles. In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-7). IEEE.
- Nakano, M., Sakuma, H., Nishikimi, R., Komiya, K., Iwata, T., & Kashino, K. (2025, April). Hyperbolic PHATE: Visualizing Continuous Hierarchy of Latent Differentiation Structures. In ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1-5). IEEE.
- Komiya, K., Kiyotake, H., Nakada, R., Fujishima, M., & Mori, K. (2025). Informed neural networks for flood forecasting with limited amount of training data. Water Resources Research, 61(3), e2023WR036380.