Takanori Fujiwara

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 43

Top Topics

Visual Analytics

Water Distribution

Dimensionality Reduction

Top Venues

IEEE Trans. Vis. Comput. Graph.

Vis. Informatics

Publications

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) (2024)
Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks. CoRR (2023)
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) (2023)
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) (2023)
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)
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 (2023)
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 (2023)
Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma
Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns. PacificVis (2023)
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)
Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma
Interactive Dimensionality Reduction for Comparative Analysis. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
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) (2022)
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)
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 (2022)
Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma
Feature Learning for Dimensionality Reduction toward Maximal Extraction of Hidden Patterns. CoRR (2022)
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) (2021)
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)
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)
Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J. Loge, Kwan-Liu Ma
A Visual Analytics System for Water Distribution System Optimization. CoRR (2021)
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)
Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma
Interactive Dimensionality Reduction for Comparative Analysis. CoRR (2021)
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) (2020)
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 (2020)
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 (2020)
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 (2020)
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) (2020)
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 (2020)
Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma
A Visual Analytics Framework for Contrastive Network Analysis. CoRR (2020)
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)
Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma
Interpretable Contrastive Learning for Networks. CoRR (2020)
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 (2020)
Takanori Fujiwara, Tzu-Ping Liu
Contrastive Multiple Correspondence Analysis (cMCA): Applying the Contrastive Learning Method to Identify Political Subgroups. CoRR (2020)
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 (2020)
Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma
A Visual Analytics Framework for Contrastive Network Analysis. IEEE VAST@IEEE VIS (2020)
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) (2020)
Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning. CoRR (2019)
Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. CoRR (2019)
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) (2018)
Takanori Fujiwara, Tarik Crnovrsanin, Kwan-Liu Ma
Concise provenance of interactive network analysis. Vis. Informatics 2 (4) (2018)
Keshav Dasu, Takanori Fujiwara, Kwan-Liu Ma
An Organic Visual Metaphor for Public Understanding of Conditional Co-occurrences. SciVis (2018)
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)
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)
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)
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)