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Interactive Dimensionality Reduction for Comparative Analysis


Jun 29, 2021
Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma

* This manuscript is currently under review 

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A Visual Analytics Framework for Contrastive Network Analysis


Aug 17, 2020
Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma

* To appear in IEEE Conference on Visual Analytics Science and Technology (VAST) 2020 

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A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction


Aug 17, 2020
Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma

* To appear in IEEE Transactions on Visualization and Computer Graphics and IEEE VIS 2020 (VAST) 

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Contrastive Multiple Correspondence Analysis (cMCA): Applying the Contrastive Learning Method to Identify Political Subgroups


Jul 09, 2020
Takanori Fujiwara, Tzu-Ping Liu

* Both authors contributed equally to the paper and listed alphabetically. This manuscript is currently under review 

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Interpretable Contrastive Learning for Networks


May 25, 2020
Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma


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A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions


Mar 23, 2020
Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma

* This is the author's version of the article that has been accepted to PacificVis 2020 Visualization Meets AI Workshop 

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Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding


Mar 23, 2020
Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma

* This is the author's version of the article that has been accepted in PacificVis 2020 Visualization Meets AI Workshop 

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A Visual Analytics Framework for Reviewing Streaming Performance Data


Jan 26, 2020
Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma

* This is the author's preprint version that will be published in Proceedings of IEEE Pacific Visualization Symposium, 2020 

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An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data


May 10, 2019
Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma

* This manuscript is currently under review 

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Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning


May 10, 2019
Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma

* This manuscript is currently under review 

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