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Kenji Komiya

NTT Communication Science Laboratories / Media Information Laboratory / Biomedical Informatics Research Group

e-mail: kenji.komiya [at] ntt.co.jp
3-1 Morinosato-Wakamiya,Atsugi-shi,Kanagawa-ken 243-0198


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Publications

  1. 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.
  2. 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.
  3. 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.
  4. 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.
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