Koki Tsuyuzaki

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All published works

Action	Title	Year	Authors
+ PDF Chat	dcTensor: An R package for discrete matrix/tensor decomposition	2023	Koki Tsuyuzaki
+ PDF Chat	iTensor: An R package for independent component analysis-based matrix/tensor decomposition	2023	Koki Tsuyuzaki
+	Non-negative tensor factorization workflow for time series biomedical data	2023	Koki Tsuyuzaki Naoki Yoshida Tetsuo Ishikawa Yuki Goshima Eiryo Kawakami
+ PDF Chat	nnTensor: An R package for non-negative matrix/tensor decomposition	2023	Koki Tsuyuzaki Itoshi Nikaido
+	dcTensor: Discrete Matrix/Tensor Decomposition	2023	Koki Tsuyuzaki
+	gcTensor: Generalized Coupled Tensor Factorization	2021	Koki Tsuyuzaki
+	Non-Negative Tensor Decomposition [R package nnTensor version 1.1.5]	2021	Koki Tsuyuzaki Manabu Ishii Itoshi Nikaido
+	Tensor-Train Decomposition [R package ttTensor version 1.0.1]	2021	Koki Tsuyuzaki Manabu Ishii Itoshi Nikaido
+	nnTensor: Non-Negative Tensor Decomposition	2018	Koki Tsuyuzaki Itoshi Nikaido
+	Biological Systems as Heterogeneous Information Networks: A Mini-review and Perspectives	2017	Koki Tsuyuzaki Itoshi Nikaido

Common Coauthors

Coauthor	Papers Together
Itoshi Nikaido	3
Itoshi Nikaido	2
Manabu Ishii	2
Naoki Yoshida	1
Eiryo Kawakami	1
Tetsuo Ishikawa	1
Yuki Goshima	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	TensorLy: tensor learning in python	2019	Jean Kossaifi Yannis Panagakis Anima Anandkumar Maja Pantić	2
+	Probabilistic Latent Tensor Factorization	2010	Yusuf Kenan Yilmaz Ali Taylan Cemgil	1
+	Analysis of Large-scale Traffic Dynamics using Non-negative Tensor Factorization	2012	Yufei Han Fabien Moutarde	1
+	Non-Negative Tensor Factorization using Alpha and Beta Divergences	2007	Andrzej Cichocki Rafał Zdunek Seungjin Choi Robert J. Plemmons Шун-ичи Амари	1
+ PDF Chat	Hete-CF: Social-Based Collaborative Filtering Recommendation Using Heterogeneous Relations	2014	Luo Chen Wei Pang Zhe Wang Chenghua Lin	1
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+ PDF Chat	Computational network analysis of the anatomical and genetic organizations in the mouse brain	2011	Shuiwang Ji	1
+	Nonnegative Tucker Decomposition	2007	Yong‐Deok Kim Seungjin Choi	1
+	Cross-Validation for Unsupervised Learning	2009	Patrick O. Perry	1
+ PDF Chat	Fast and robust fixed-point algorithms for independent component analysis	1999	Aapo Hyvärinen	1
+ PDF Chat	Tensor-based anomaly detection: An interdisciplinary survey	2016	Hadi Fanaee‐T João Gama	1
+	Nonnegative Matrix and Tensor Factorizations	2009	Andrzej Cichocki Rafał Zdunek Anh Huy Phan Шун-ичи Амари	1
+	Jumping across biomedical contexts using compressive data fusion	2016	Marinka Žitnik Blaž Zupan	1
+ PDF Chat	Stochastic optimization for PCA and PLS	2012	Raman Arora Andrew Cotter Karen Livescu Nathan Srebro	1
+ PDF Chat	Neuro-symbolic representation learning on biological knowledge graphs	2017	Mona Alshahrani Asif M. Khan Omar Maddouri Akira R. Kinjo Núria Queralt-Rosiñach Robert Hoehndorf	1
+ PDF Chat	Applying fully tensorial ICA to fMRI data	2016	Joni Virta Sara Taskinen Klaus Nordhausen	1
+	Tensorlab 3.0 — Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization	2016	Nico Vervliet Otto Debals Lieven De Lathauwer	1
+	UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction	2018	Leland McInnes John J. Healy	1
+	Unsupervised machine learning based on non-negative tensor factorization for analyzing reactive-mixing	2019	Velimir V. Vesselinov Maruti Kumar Mudunuru Satish Karra Daniel O’Malley Boian S. Alexandrov	1
+ PDF Chat	Nonnegative tensor factorization for contaminant source identification	2018	Velimir V. Vesselinov Boian S. Alexandrov Daniel O’Malley	1
+ PDF Chat	<b>rTensor</b>: An <i>R</i> Package for Multidimensional Array (Tensor) Unfolding, Multiplication, and Decomposition	2018	James Li Jacob Bien Martin T. Wells	1
+	Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization	2019	Ioakeim Perros Evangelos E. Papalexakis Richard Vuduc Elizabeth Searles Jimeng Sun	1
+	Proceedings of the 25th international conference on Machine learning	2008	William W. Cohen Andrew McCallum Sam T. Roweis	1
+	Detecting time-evolving phenotypic topics via tensor factorization on electronic health records: Cardiovascular disease case study	2019	Juan Zhao Yun Zhang David J. Schlueter Patrick Wu V. Eric Kerchberger S. Trent Rosenbloom Quinn S. Wells QiPing Feng Joshua C. Denny Wei-Qi Wei	1
+ PDF Chat	Array programming with NumPy	2020	C. R. Harris K. Jarrod Millman Stéfan van der Walt Ralf Gommers Pauli Virtanen David Cournapeau Eric Wieser Julian Taylor Sebastian Berg Nathaniel J. Smith	1
+ PDF Chat	CorrIndex: A permutation invariant performance index	2022	Elaheh Sobhani Pierre Comon Christian Jutten Massoud Babaie‐Zadeh	1
+	Regularized Tensor Factorization for Multi-Modality Medical Image Classification	2011	Kayhan Batmanghelich Aoyan Dong Ben Taskar Christos Davatzikos	1
+	nnTensor: Non-Negative Tensor Decomposition	2018	Koki Tsuyuzaki Itoshi Nikaido	1