Takanori Fujiwara

70 papers A* 4A 1B 7Journal 48Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
GhostUMAP2: Measuring and Analyzing $(r,d)$-Stability of UMAP.
IEEE Trans. Vis. Comput. Graph.
Myeongwon Jung, Takanori Fujiwara, Jaemin Jo
2026 J jnl
MAPLE: Self-supervised Learning-Enhanced Nonlinear Dimensionality Reduction for Visual Analysis.
CoRR
Zeyang Huang, Takanori Fujiwara, Angelos Chatzimparmpas, Wandrille Duchemin, Andreas Kerren
2026 J jnl
Visual Analytics using Tensor Unified Linear Comparative Analysis.
IEEE Trans. Vis. Comput. Graph.
Naoki Okami, Kazuki Miyake, Naohisa Sakamoto, Jorji Nonaka, Takanori Fujiwara
2026 J jnl
Visual Extraction of Interaction Patterns Guided by Hierarchical Clustering and Process Mining.
IEEE Trans. Vis. Comput. Graph.
Peilin Yu, Aida Nordman, Takanori Fujiwara, Marta Koc-Januchta, Konrad J. Schönborn, Lonni Besançon, Katerina Vrotsou
2025 J jnl
A Cosmic View of Life on Earth: Hierarchical Visualization of Biological Data Using Astronomical Software.
IEEE Computer Graphics and Applications
Wandrille Duchemin, Takanori Fujiwara, Hollister W. Herhold, Elias Elmquist, David S. Thaler, William Harcourt-Smith, Emma Broman, Alexander Bock, Brian P. Abbott, Jacqueline K. Faherty
2025 J jnl
Adversarial attacks on machine learning-aided visualizations.
J. Vis.
Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman
2025 — conf
Computational Design and Single-Wire Sensing of 3D Printed Objects with Integrated Capacitive Touchpoints.
SCF
S. Sandra Bae, Takanori Fujiwara, Danielle Szafir, Ellen Yi-Luen Do, Michael L. Rivera
2025 J jnl
Computational Design and Single-Wire Sensing of 3D Printed Objects with Integrated Capacitive Touchpoints.
CoRR
S. Sandra Bae, Takanori Fujiwara, Danielle Albers Szafir, Ellen Yi-Luen Do, Michael L. Rivera
2025 — conf
Demonstration for Computational Design and Single-Wire Sensing of 3D Printed Objects with Integrated Capacitive Touchpoints.
SCF Adjunct
S. Sandra Bae, Takanori Fujiwara, Ellen Yi-Luen Do, Danielle Szafir, Michael L. Rivera
2025 J jnl
GhostUMAP2: Measuring and Analyzing (r,d)-Stability of UMAP.
CoRR
Myeongwon Jung, Takanori Fujiwara, Jaemin Jo
2025 A* conf
InSituTale: Enhancing Augmented Data Storytelling with Physical Objects.
UIST
Kentaro Takahira, Yue Yu, Takanori Fujiwara, Ryo Suzuki, Huamin Qu
2025 J jnl
InSituTale: Enhancing Augmented Data Storytelling with Physical Objects.
CoRR
Kentaro Takahira, Yue Yu, Takanori Fujiwara, Ryo Suzuki, Huamin Qu
2025 J jnl
Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction.
CoRR
Hyeon Jeon, Hyunwook Lee, Yun-Hsin Kuo, Taehyun Yang, Daniel Archambault, Sungahn Ko, Takanori Fujiwara, Kwan-Liu Ma, Jinwook Seo
2025 J jnl
OPRA-Vis: Visual Analytics System to Assist Organization-Public Relationship Assessment with Large Language Models.
CoRR
Sangbong Yoo, Seongbum Seo, Chanyoung Yoon, Hyelim Lee, Jeong-Nam Kim, Chansoo Kim, Yun Jang, Takanori Fujiwara
2025 A* conf
TangibleNet: Synchronous Network Data Storytelling through Tangible Interactions in Augmented Reality.
CHI
Kentaro Takahira, Wong Kam-Kwai, Leni Yang, Xian Xu, Takanori Fujiwara, Huamin Qu
2025 J jnl
TangibleNet: Synchronous Network Data Storytelling through Tangible Interactions in Augmented Reality.
CoRR
Kentaro Takahira, Wong Kam-Kwai, Leni Yang, Xian Xu, Takanori Fujiwara, Huamin Qu
2025 A* conf
Uncovering How Scatterplot Features Skew Visual Class Separation.
CHI
S. Sandra Bae, Takanori Fujiwara, Chin Tseng, Danielle Albers Szafir
2025 A* conf
Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction.
CHI
Hyeon Jeon, Hyunwook Lee, Yun-Hsin Kuo, Taehyun Yang, Daniel Archambault, Sungahn Ko, Takanori Fujiwara, Kwan-Liu Ma, Jinwook Seo
2025 J jnl
Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction.
CoRR
Hyeon Jeon, Hyunwook Lee, Yun-Hsin Kuo, Taehyun Yang, Daniel Archambault, Sungahn Ko, Takanori Fujiwara, Kwan-Liu Ma, Jinwook Seo
2025 J jnl
Visual Analytics Using Tensor Unified Linear Comparative Analysis.
CoRR
Naoki Okami, Kazuki Miyake, Naohisa Sakamoto, Jorji Nonaka, Takanori Fujiwara
2025 B conf
Visual Analytics for Multivariate Time-Series Data Using Interactive Dimensionality Reduction Methods.
PacificVis
Mizuki Emmei, Naoki Okami, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka
2025 J jnl
Visual Analytics of Multivariate Networks With Representation Learning and Composite Variable Construction.
IEEE Trans. Vis. Comput. Graph.
Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma
2024 J jnl
A Computational Design Pipeline to Fabricate Sensing Network Physicalizations.
IEEE Trans. Vis. Comput. Graph.
S. Sandra Bae, Takanori Fujiwara, Anders Ynnerman, Ellen Yi-Luen Do, Michael L. Rivera, Danielle Albers Szafir
2024 J jnl
Adversarial Attacks on Machine Learning-Aided Visualizations.
CoRR
Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman
2024 A conf
GhostUMAP: Measuring Pointwise Instability in Dimensionality Reduction.
IEEE VIS
Myeongwon Jung, Takanori Fujiwara, Jaemin Jo
2023 J jnl
A Computational Design Pipeline to Fabricate Sensing Network Physicalizations.
CoRR
S. Sandra Bae, Takanori Fujiwara, Anders Ynnerman, Ellen Yi-Luen Do, Michael L. Rivera, Danielle Albers Szafir
2023 J jnl
A Predictive Visual Analytics System for Studying Neurodegenerative Disease Based on DTI Fiber Tracts.
IEEE Trans. Vis. Comput. Graph.
Chaoqing Xu, Tyson Neuroth, Takanori Fujiwara, Ronghua Liang, Kwan-Liu Ma
2023 B conf
Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns.
PacificVis
Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma
2023 — conf
Reflections on the Developments of Visual Analytics Systems for the K Computer System Log Data.
VisGap@EuroVis
Jorji Nonaka, Keijiro Fujita, Takanori Fujiwara, Naohisa Sakamoto, Keiji Yamamoto, Masaaki Terai, Toshiyuki Tsukamoto, Fumiyoshi Shoji
2023 J jnl
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction.
CoRR
Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma
2023 J jnl
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks.
CoRR
Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma
2023 J jnl
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks.
ACM Trans. Interact. Intell. Syst.
Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma
2022 J jnl
A Machine-Learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data.
CoRR
Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-Houh Chen, Kwan-Liu Ma
2022 B conf
A Machine-learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data.
PacificVis
Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-Houh Chen, Kwan-Liu Ma
2022 J jnl
A Visual Analytics Approach for Hardware System Monitoring with Streaming Functional Data Analysis.
IEEE Trans. Vis. Comput. Graph.
Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma
2022 J jnl
Feature Learning for Dimensionality Reduction toward Maximal Extraction of Hidden Patterns.
CoRR
Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma
2022 J jnl
Interactive Dimensionality Reduction for Comparative Analysis.
IEEE Trans. Vis. Comput. Graph.
Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma
2022 J jnl
Network Comparison with Interpretable Contrastive Network Representation Learning.
J. Data Sci. Stat. Vis.
Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma
2021 B conf
A Visual Analytics Approach for the Diagnosis of Heterogeneous and Multidimensional Machine Maintenance Data.
PacificVis
Xiaoyu Zhang, Takanori Fujiwara, Senthil K. Chandrasegaran, Michael P. Brundage, Thurston Sexton, Alden Dima, Kwan-Liu Ma
2021 J jnl
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction.
IEEE Trans. Vis. Comput. Graph.
Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma
2021 — conf
A Visual Analytics Method for Time-Series Log Data Using Multiple Dimensionality Reduction.
AsiaSim
Keijiro Fujita, Naohisa Sakamoto, Takanori Fujiwara, Jorji Nonaka, Toshiyuki Tsukamoto
2021 — conf
A Visual Analytics System for Water Distribution System Optimization.
IEEE VIS (Short Papers)
Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J. Loge, Kwan-Liu Ma
2021 J jnl
A Visual Analytics System for Water Distribution System Optimization.
CoRR
Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J. Loge, Kwan-Liu Ma
2021 — —
Advancing Visual Analytics Using Dimensionality Reduction.
Takanori Fujiwara
2021 J jnl
Interactive Dimensionality Reduction for Comparative Analysis.
CoRR
Takanori Fujiwara, Xinhai Wei, Jian Zhao, Kwan-Liu Ma
2020 J jnl
A Predictive Visual Analytics System for Studying Neurodegenerative Disease based on DTI Fiber Tracts.
CoRR
Chaoqing Xu, Tyson Neuroth, Takanori Fujiwara, Ronghua Liang, Kwan-Liu Ma
2020 J jnl
A Visual Analytics Approach to Monitor Time-Series Data with Incremental and Progressive Functional Data Analysis.
CoRR
Shilpika, Takanori Fujiwara, Naohisa Sakamoto, Jorji Nonaka, Kwan-Liu Ma
2020 — conf
A Visual Analytics Framework for Contrastive Network Analysis.
IEEE VAST@IEEE VIS
Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma
2020 J jnl
A Visual Analytics Framework for Contrastive Network Analysis.
CoRR
Takanori Fujiwara, Jian Zhao, Francine Chen, Kwan-Liu Ma
2020 J jnl
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction.
CoRR
Takanori Fujiwara, Shilpika, Naohisa Sakamoto, Jorji Nonaka, Keiji Yamamoto, Kwan-Liu Ma
2020 B conf
A Visual Analytics Framework for Reviewing Streaming Performance Data.
PacificVis
Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
2020 J jnl
A Visual Analytics Framework for Reviewing Streaming Performance Data.
CoRR
Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
2020 J jnl
A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions.
CoRR
Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma
2020 J jnl
A visual analytics system for multi-model comparison on clinical data predictions.
Vis. Informatics
Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, Kwan-Liu Ma
2020 J jnl
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data.
IEEE Trans. Vis. Comput. Graph.
Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma
2020 J jnl
Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding.
CoRR
Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma
2020 J jnl
Comparative visual analytics for assessing medical records with sequence embedding.
Vis. Informatics
Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma
2020 J jnl
Contrastive Multiple Correspondence Analysis (cMCA): Applying the Contrastive Learning Method to Identify Political Subgroups.
CoRR
Takanori Fujiwara, Tzu-Ping Liu
2020 J jnl
Interpretable Contrastive Learning for Networks.
CoRR
Takanori Fujiwara, Jian Zhao, Francine Chen, Yaoliang Yu, Kwan-Liu Ma
2020 J jnl
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning.
IEEE Trans. Vis. Comput. Graph.
Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma
2019 J jnl
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data.
CoRR
Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma
2019 J jnl
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning.
CoRR
Takanori Fujiwara, Oh-Hyun Kwon, Kwan-Liu Ma
2018 J jnl
A visual analytics system for optimizing the performance of large-scale networks in supercomputing systems.
Vis. Informatics
Takanori Fujiwara, Jianping Kelvin Li, Misbah Mubarak, Caitlin Ross, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma
2018 — conf
An Organic Visual Metaphor for Public Understanding of Conditional Co-occurrences.
SciVis
Keshav Dasu, Takanori Fujiwara, Kwan-Liu Ma
2018 J jnl
Concise provenance of interactive network analysis.
Vis. Informatics
Takanori Fujiwara, Tarik Crnovrsanin, Kwan-Liu Ma
2017 — conf
A Visual Analytics System for Optimizing Communications in Massively Parallel Applications.
VAST
Takanori Fujiwara, Preeti Malakar, Khairi Reda, Venkatram Vishwanath, Michael E. Papka, Kwan-Liu Ma
2017 B conf
A gesture system for graph visualization in virtual reality environments.
PacificVis
Yi-Jheng Huang, Takanori Fujiwara, Yun-Xuan Lin, Wen-Chieh Lin, Kwan-Liu Ma
2017 B conf
A visual analytics system for brain functional connectivity comparison across individuals, groups, and time points.
PacificVis
Takanori Fujiwara, Jia-Kai Chou, Andrew M. McCullough, Charan Ranganath, Kwan-Liu Ma
2011 J jnl
A fractal-based 2D expansion method for multi-scale volume data visualization.
J. Vis.
Takanori Fujiwara, Masaki Iwamaru, Manabu Tange, Satoshi Someya, Koji Okamoto
2010 — conf
Fractal Map: Fractal-Based 2D Expansion Method for Multi-scale High-Dimensional Data Visualization.
ISVC (1)
Takanori Fujiwara, Ryo Matsushita, Masaki Iwamaru, Manabu Tange, Satoshi Someya, Koji Okamoto