Takanori Fujiwara

Publications

2024

Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael M. Martins, Andreas Kerren, Anders Ynnerman (2024) Adversarial Attacks on Machine Learning-Aided Visualizations Journal of Visualization (Article in journal) Continue to DOI

S. Sandra Bae, Takanori Fujiwara, Anders Ynnerman, Ellen Yi-Luen Do, Michael L. Rivera, Danielle Albers Szafir (2024) A Computational Design Pipeline to Fabricate Sensing Network Physicalizations IEEE Transactions on Visualization and Computer Graphics, Vol. 30, p. 913-923 (Article in journal) Continue to DOI

2023

Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma (2023) Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks ACM Transactions on Interactive Intelligent Systems, Vol. 13, Article 20 (Article in journal) Continue to DOI

Takanori Fujiwara, Yun-Hsin Kuo, Anders Ynnerman, Kwan-Liu Ma (2023) Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns 2023 IEEE 16TH PACIFIC VISUALIZATION SYMPOSIUM, PACIFICVIS, p. 122-131 (Conference paper) Continue to DOI

Takanori Fujiwara, Tzu-Ping Liu (2023) Contrastive multiple correspondence analysis (cMCA): Using contrastive learning to identify latent subgroups in political parties PLOS ONE, Vol. 18 (Article in journal) Continue to DOI