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Yoshinobu Kawahara
Yoshinobu Kawahara
Andre navn河原 吉伸, Y. Kawahara
Osaka University / RIKEN
Verifisert e-postadresse på ist.osaka-u.ac.jp - Startside
Tittel
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År
DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model
S Shimizu, T Inazumi, Y Sogawa, A Hyvärinen, Y Kawahara, T Washio, ...
Journal of Machine Learning Research 12 (Apr), 1225-1248, 2011
6882011
Change-point detection in time-series data by direct density-ratio estimation
Y Kawahara, M Sugiyama
Proceedings of the 2009 SIAM international conference on data mining, 389-400, 2009
5332009
Learning Koopman invariant subspaces for dynamic mode decomposition
N Takeishi, Y Kawahara, T Yairi
Advances in Neural Information Processing Systems 30, 1130-1140, 2017
4752017
Change-point detection in time-series data based on subspace identification
Y Kawahara, T Yairi, K Machida
Proceedings of the Seventh IEEE International Conference on Data Mining …, 2007
1802007
Dynamic mode decomposition with reproducing kernels for Koopman spectral analysis
Y Kawahara
Advances in Neural Information Processing Systems 29, 911-919, 2016
1172016
Telemetry-mining: a machine learning approach to anomaly detection and fault diagnosis for space systems
T Yairi, Y Kawahara, R Fujimaki, Y Sato, K Machida
Space Mission Challenges for Information Technology, 2006. SMC-IT 2006 …, 2006
1122006
Efficient generalized fused lasso and its application to the diagnosis of Alzheimer’s disease
B Xin, Y Kawahara, Y Wang, W Gao
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
1102014
Subspace dynamic mode decomposition for stochastic Koopman analysis
N Takeishi, Y Kawahara, T Yairi
Physical Review E 96, 033310, 2017
932017
Simultaneous pursuit of out-of-sample performance and sparsity in index tracking portfolios
A Takeda, M Niranjan, J Gotoh, Y Kawahara
Computational Management Science 10, 21-49, 2013
902013
Efficient network-guided multi-locus association mapping with graph cuts
CA Azencott, D Grimm, M Sugiyama, Y Kawahara, KM Borgwardt
Bioinformatics 29 (13), i171-i179, 2013
802013
Bayesian Dynamic Mode Decomposition
N Takeishi, Y Kawahara, Y Tabei, T Yairi
The Twenty-Sixth International Joint Conference on Artificial Intelligence …, 2017
772017
Separation of stationary and non-stationary sources with a generalized eigenvalue problem
S Hara, Y Kawahara, T Washio, P Von BüNau, T Tokunaga, K Yumoto
Neural networks 33, 7-20, 2012
732012
Size-constrained submodular minimization through minimum norm base
K Nagano, Y Kawahara, K Aihara
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
712011
Representative selection with structured sparsity
H Wang, Y Kawahara, C Weng, J Yuan
Pattern Recognition 63, 268-278, 2017
572017
Minimum average cost clustering
K Nagano, Y Kawahara, S Iwata
Advances in Neural Information Processing Systems 23, 1759-1767, 2010
542010
Submodularity cuts and applications
Y Kawahara, K Nagano, K Tsuda, JA Bilmes
Advances in Neural Information Processing Systems 22, 2009
452009
Koopman spectral kernels for comparing complex dynamics: Application to multiagent sport plays
K Fujii, Y Inaba, Y Kawahara
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
412017
Analyzing relationships among ARMA processes based on non-Gaussianity of external influences
Y Kawahara, S Shimizu, T Washio
Neurocomputing 74 (12-13), 2212-2221, 2011
402011
Efficient generalized fused lasso and its applications
B Xin, Y Kawahara, Y Wang, L Hu, W Gao
ACM Transactions on Intelligent Systems and Technology (TIST) 7 (4), 1-22, 2016
382016
Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables
K Fujii, Y Kawahara
Neural Networks 117, 94-103, 2019
362019
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Artikler 1–20