1. Multiclass spectral feature scaling method for dimensionality reduction Matsuda, M, Morikuni, Keiichi, Imakura, A, Ye, X, Sakurai, T Intelligent Data Analysis 24 (6) 1273 - 1287 (2020)
2. Hubness-based Sampling Method for Nystrom Spectral Clustering Li, Hongmin, Ye, Xiucai, Imakura, Akira, Sakurai, Tetsuya Proceeding of the International Joint Conference on Neural Networks (IJCNN 2020) (accepted) (2020)
3. Data Collaboration Analysis Framework Using Centralisation of Individual Intermediate Representations for Distributed Datasets Imakura, Akira, Sakurai, Tetsuya ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 6 (2) (2020)
4. Spectral anomaly detection in large graphs using a complex moment-based eigenvalue solver Futamura, Yasunori, Ye, Xiucai, Imakura, Akira, Sakurai, Tetsuya ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering 6 (2) (2020)
5. Verified partial eigenvalue computations using contour integrals for Hermitian generalized eigenproblems Imakura, A, Morikuni, K, Takayasu, A Journal of Computational and Applied Mathematics, in press 369 (1) (2020)
6. Novelty Detection in Multimodal Datasets Based on Least Square Probabilistic Analysis Yoda, Hiroyuki, Imakura, Akira, Matsuda, Momo, Ye, Xiucai, Tetsuya, Sakurai International Journal of Machine Learning and Computing (IJMLC) (2020)
7. An Oversampling Framework for Imbalanced Classification Based on Laplacian Eigenmaps Ye, Xiucai, Li, Hongmin, Imakura, Akira, Sakurai, Tetsuya Neurocomputing 399 107 - 116 (2020)
8. Collaborative Data Analysis: Non-Model Sharing-Type Machine Learning for Distributed Data Imakura, Akira, Ye, Xiucai, Sakurai, Tetsuya Proceeding of the 2020 Principle and Practice of Data and Knowledge Acquisition Workshop (PKAW2020) (accepted) (2020)
9. Ensemble Learning for Spectral Clustering Li, Hongmin, Ye, Xiucai, Imakura, Akira, Sakurai, Tetsuya Proceeding of the 20th IEEE International Conference on Data Mining (ICDM2020) (accepted) (2020)
10. Efficient variants of the CMRH method for solving a sequence of multi-shifted non-Hermitian linear systems simultaneously Gu, Xian-Ming, Huang, Ting-Zhu, Carpentieri, Bruno, Imakura, Akira, Zhang, Ke, Du, Lei Journal of Computational and Applied Mathematics 375 (2020)

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