河原吉伸 (Yoshinobu Kawahara) - 論文

吉川譲二, 武石直也, 西山薫, 高橋久尚, 河原吉伸, 木下直人

電気学会論文誌 141(5) (in press) 2021年5月

Learning Dynamics Models with Stable Invariant Sets

N. Takeishi, Y. Kawahara

Proc. of the 35th AAAI Conf. on Artificial Intelligence (AAAI'21) (accepted) 2021年査読有り

Cognition and interpersonal coordination of patients with schizophrenia who have sports habits

K. Fujii, Y. Yoshihara, Y. Matsumoto, K. Tose, H. Takeuchi, M. Isobe, H. Mizuta, D. Maniwa, T. Okamura, T. Murai, Y. Kawahara, H. Takahashi

PLOS ONE 15(11) e0241863 2020年12月査読有り

Learning Multiple Nonlinear Dynamical Systems with Side Information

N. Takeishi, Y. Kawahara

Proc. of the 59th IEEE Conf. on Decision and Control (CDC'20) 3206 - 3211 2020年12月査読有り

Prediction of Compound Bioactivities using Heat Diffusion Equation

T. Hidaka, K. Imamura, T. Hioki, T. Takagi, Y. Giga, M.H. Giga, Y. Nishimura, Y. Kawahara, S. Hayashi, T. Niki, M. Fushimi, H. Inoue

Patterns 1 100140 2020年11月査読有り

Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise

Y. Hashimoto, I. Ishikawa, M. Ikeda, Y. Matsuo, Y. Kawahara

Journal of Machine Learning Research 21(172) 1 - 29 2020年9月18日査読有り

能動的変化点検知

林勝悟, 河原吉伸, 鹿島久嗣

人工知能学会論文誌 35(5) E-JA10_1-10 2020年9月1日査読有り

Knowledge-Based Regularization in Generative Modeling

N. Takeishi, Y. Kawahara

Proc. of the 29th Int'l Joint Conf. on Artificial Intelligence and the 17th Pacific Rim Int'l Conf. on Artificial Intelligence (IJCAI-PRICAI'20) 2390 - 2396 2020年7月査読有り

Dynamic mode decomposition via dictionary learning for foreground modeling in videos

I. Ul Haq, K. Fujii and Y. Kawahara

Computer Vision and Image Understanding 199 103022 2020年6月査読有り

An efficient branch-and-cut and heuristic algorithms for submodular function maximization

N. Uematsu, S. Umetani, Y. Kawahara

Journal of the Operations Research Society of Japan 63(2) 41 - 59 2020年5月査読有り

Neural decoding of electrocorticographic signals using dynamic mode decomposition.

Y. Shiraishi, Y. Kawahara, O. Yamashita, R. Fukuma, S. Yamamoto, Y. Saitoh, H. Kishima, T. Yanagisawa

Journal of neural engineering 17(3) 036009 2020年4月14日査読有り

Principal points analysis via p-median problem for binary data

H. Yamashita, Y. Kawahara

Journal of Applied Statistics 4(17) 1282 - 1297 2020年査読有り

Convolutional autoencoder-based reconstruction of vascular structures in photoacoustic images

I. Ul Haq, Y. Kawahara

Proc. SPIE 11359, Biomedical Spectroscopy, Microscopy, and Imaging 113591C 2020年査読有り

Dynamic mode decomposition via dictionary learning for foreground modeling in videos

I. Ul Haq, K. Fujii, Y. Kawahara

Proc. of the 15th Int'l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP'20) 476 - 483 2020年査読有り

Physically-interpretable classification of network dynamics in complex collective motions

K. Fujii, N. Takeishi, M. Hojo, Y. Inaba, Y. Kawahara

Scientific Reports 10 3005 2020年査読有り

Data-driven spectral analysis for coordinative structures in periodic human locomotion.

Keisuke Fujii, Naoya Takeishi, Benio Kibushi, Motoki Kouzaki, Yoshinobu Kawahara

Scientific reports 9(1) 16755 - 16755 2019年11月14日査読有り

Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables.

Keisuke Fujii, Yoshinobu Kawahara

Neural networks : the official journal of the International Neural Network Society 117 94 - 103 2019年9月査読有り

Active Change-point Detection

S. Hayashi, Y. Kawahara, H. Kashima

Proc. of the 11th Asian Conference on Machine Learning (ACML'19) PMLR: 101 1017 - 1032 2019年査読有り

An efficient branch-and-cut algorithm for approximately submodular function maximization

N. Uematsu, S. Umetani, Y. Kawahara

Proc. of the 2019 IEEE Int'l Conf. on Systems, Man, and Cybernetics (IEEE SMC'19) 3160 - 3167 2019年査読有り

テキストベースの深層学習における分類パターンの解釈支援

安藤雅行, 河原吉伸, 砂山渡, 畑中裕司, 小郷原一智

知能と情報（日本知能情報ファジィ学会誌） 31(4) 779 - 787 2019年査読有り