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ORCIDTakanori Fujiwara
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Books and Theses
- 2021
[b1]Takanori Fujiwara:
Advancing Visual Analytics Using Dimensionality Reduction. University of California, Davis, USA, 2021
Journal Articles
- 2024
- [j14]S. Sandra Bae
, Takanori Fujiwara, Anders Ynnerman, Ellen Yi-Luen Do, Michael L. Rivera, Danielle Albers Szafir:
A Computational Design Pipeline to Fabricate Sensing Network Physicalizations. IEEE Trans. Vis. Comput. Graph. 30(1): 913-923 (2024) - 2023
- [j13]Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma:
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks. ACM Trans. Interact. Intell. Syst. 13(4): 20:1-20:26 (2023) - [j12]Chaoqing Xu, Tyson Neuroth, Takanori Fujiwara, Ronghua Liang, Kwan-Liu Ma:
A Predictive Visual Analytics System for Studying Neurodegenerative Disease Based on DTI Fiber Tracts. IEEE Trans. Vis. Comput. Graph. 29(4): 2020-2035 (2023) - 2022
- [j11]Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma:
Network Comparison with Interpretable Contrastive Network Representation Learning. J. Data Sci. Stat. Vis. 2(5) (2022) - [j10]Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma:
Interactive Dimensionality Reduction for Comparative Analysis. IEEE Trans. Vis. Comput. Graph. 28(1): 758-768 (2022) - [j9]Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma:
A Visual Analytics Approach for Hardware System Monitoring with Streaming Functional Data Analysis. IEEE Trans. Vis. Comput. Graph. 28(6): 2338-2349 (2022) - 2021
- [j8]Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction. IEEE Trans. Vis. Comput. Graph. 27(2): 1601-1611 (2021) - 2020
- [j7]Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma:
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning. IEEE Trans. Vis. Comput. Graph. 26(1): 45-55 (2020) - [j6]Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma:
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. IEEE Trans. Vis. Comput. Graph. 26(1): 418-428 (2020) - [j5]Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma:
Comparative visual analytics for assessing medical records with sequence embedding. Vis. Informatics 4(2): 72-85 (2020) - [j4]Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma:
A visual analytics system for multi-model comparison on clinical data predictions. Vis. Informatics 4(2): 122-131 (2020) - 2018
- [j3]Takanori Fujiwara, Jianping Kelvin Li, Misbah Mubarak, Caitlin Ross, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems. Vis. Informatics 2(1): 98-110 (2018) - [j2]Takanori Fujiwara, Tarik Crnovrsanin, Kwan-Liu Ma:
Concise provenance of interactive network analysis. Vis. Informatics 2(4): 213-224 (2018) - 2011
- [j1]Takanori Fujiwara, Masaki Iwamaru, Manabu Tange, Satoshi Someya, Koji Okamoto:
A fractal-based 2D expansion method for multi-scale volume data visualization. J. Vis. 14(2): 171-190 (2011)
Conference and Workshop Papers
- 2024
- [c14]Myeongwon Jung, Takanori Fujiwara, Jaemin Jo:
GhostUMAP: Measuring Pointwise Instability in Dimensionality Reduction. IEEE VIS 2024: 161-165 - 2023
- [c13]Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma:
Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns. PacificVis 2023: 122-131 - [c12]Jorji Nonaka, Keijiro Fujita, Takanori Fujiwara, Naohisa Sakamoto, Keiji Yamamoto, Masaaki Terai, Toshiyuki Tsukamoto, Fumiyoshi Shoji:
Reflections on the Developments of Visual Analytics Systems for the K Computer System Log Data. VisGap@EuroVis 2023: 11-18 - 2022
- [c11]Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-Houh Chen, Kwan-Liu Ma:
A Machine-learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data. PacificVis 2022: 91-100 - 2021
- [c10]Xiaoyu Zhang, Takanori Fujiwara, Senthil K. Chandrasegaran, Michael P. Brundage, Thurston Sexton, Alden Dima, Kwan-Liu Ma:
A Visual Analytics Approach for the Diagnosis of Heterogeneous and Multidimensional Machine Maintenance Data. PacificVis 2021: 196-205 - [c9]Keijiro Fujita, Naohisa Sakamoto, Takanori Fujiwara, Jorji Nonaka, Toshiyuki Tsukamoto:
A Visual Analytics Method for Time-Series Log Data Using Multiple Dimensionality Reduction. AsiaSim 2021: 19-27 - [c8]Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J. Loge, Kwan-Liu Ma:
A Visual Analytics System for Water Distribution System Optimization. IEEE VIS (Short Papers) 2021: 126-130 - 2020
- [c7]Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Streaming Performance Data. PacificVis 2020: 206-215 - [c6]Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma:
A Visual Analytics Framework for Contrastive Network Analysis. IEEE VAST@IEEE VIS 2020: 48-59 - 2018
- [c5]Keshav Dasu, Takanori Fujiwara, Kwan-Liu Ma:
An Organic Visual Metaphor for Public Understanding of Conditional Co-occurrences. SciVis 2018: 1-5 - 2017
- [c4]Yi-Jheng Huang, Takanori Fujiwara, Yun-Xuan Lin, Wen-Chieh Lin, Kwan-Liu Ma:
A gesture system for graph visualization in virtual reality environments. PacificVis 2017: 41-45 - [c3]Takanori Fujiwara, Jia-Kai Chou, Andrew M. McCullough, Charan Ranganath, Kwan-Liu Ma:
A visual analytics system for brain functional connectivity comparison across individuals, groups, and time points. PacificVis 2017: 250-259 - [c2]Takanori Fujiwara, Preeti Malakar, Khairi Reda, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma:
A Visual Analytics System for Optimizing Communications in Massively Parallel Applications. VAST 2017: 59-70 - 2010
- [c1]Takanori Fujiwara, Ryo Matsushita, Masaki Iwamaru, Manabu Tange, Satoshi Someya, Koji Okamoto:
Fractal Map: Fractal-Based 2D Expansion Method for Multi-scale High-Dimensional Data Visualization. ISVC (1) 2010: 306-315
Informal and Other Publications
- 2024
- [i19]Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman:
Adversarial Attacks on Machine Learning-Aided Visualizations. CoRR abs/2409.02485 (2024) - 2023
- [i18]Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma:
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks. CoRR abs/2303.02814 (2023) - [i17]Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma:
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction. CoRR abs/2303.09590 (2023) - [i16]S. Sandra Bae, Takanori Fujiwara, Anders Ynnerman, Ellen Yi-Luen Do, Michael L. Rivera, Danielle Albers Szafir:
A Computational Design Pipeline to Fabricate Sensing Network Physicalizations. CoRR abs/2308.04714 (2023) - 2022
- [i15]Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-Houh Chen, Kwan-Liu Ma:
A Machine-Learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data. CoRR abs/2202.05413 (2022) - [i14]Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma:
Feature Learning for Dimensionality Reduction toward Maximal Extraction of Hidden Patterns. CoRR abs/2206.13891 (2022) - 2021
- [i13]Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma:
Interactive Dimensionality Reduction for Comparative Analysis. CoRR abs/2106.15481 (2021) - [i12]Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J. Loge, Kwan-Liu Ma:
A Visual Analytics System for Water Distribution System Optimization. CoRR abs/2108.12540 (2021) - 2020
- [i11]Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Streaming Performance Data. CoRR abs/2001.09399 (2020) - [i10]Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma:
Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding. CoRR abs/2002.08356 (2020) - [i9]Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma:
A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions. CoRR abs/2002.10998 (2020) - [i8]Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma:
Interpretable Contrastive Learning for Networks. CoRR abs/2005.12419 (2020) - [i7]Takanori Fujiwara, Tzu-Ping Liu:
Contrastive Multiple Correspondence Analysis (cMCA): Applying the Contrastive Learning Method to Identify Political Subgroups. CoRR abs/2007.04540 (2020) - [i6]Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma:
A Visual Analytics Framework for Contrastive Network Analysis. CoRR abs/2008.00151 (2020) - [i5]Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma:
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction. CoRR abs/2008.01645 (2020) - [i4]Chaoqing Xu, Tyson Neuroth, Takanori Fujiwara, Ronghua Liang, Kwan-Liu Ma:
A Predictive Visual Analytics System for Studying Neurodegenerative Disease based on DTI Fiber Tracts. CoRR abs/2010.07047 (2020) - [i3]Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma:
A Visual Analytics Approach to Monitor Time-Series Data with Incremental and Progressive Functional Data Analysis. CoRR abs/2011.13079 (2020) - 2019
- [i2]Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma:
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning. CoRR abs/1905.03911 (2019) - [i1]Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma:
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. CoRR abs/1905.04000 (2019)
Coauthor Index
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