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1710.00992
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DimReader: Axis lines that explain non-linear projections
3 October 2017
Rebecca Faust
David Glickenstein
C. Scheidegger
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Papers citing
"DimReader: Axis lines that explain non-linear projections"
23 / 23 papers shown
Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction
Hyeon Jeon
Hyunwook Lee
Yun-Hsin Kuo
Taehyun Yang
Daniel Archambault
Sungahn Ko
Takanori Fujiwara
K. Ma
Jinwook Seo
HAI
99
0
0
10 Jun 2025
InfoClus: Informative Clustering of High-dimensional Data Embeddings
Fuyin Lai
Edith Heiter
Guillaume Bied
Jefrey Lijffijt
174
0
0
15 Apr 2025
MOE-Enhanced Explanable Deep Manifold Transformation for Complex Data Embedding and Visualization
Z. Zang
Yuhao Wang
Jinlin Wu
Hong Liu
Yue Shen
Stan Z. Li
Zhen Lei
882
0
0
25 Oct 2024
Visualizing Spatial Semantics of Dimensionally Reduced Text Embeddings
Wei Liu
Chris North
Rebecca Faust
141
2
0
06 Sep 2024
Complexity as Design Material
Florian Windhager
Alfie Abduhl-Rahman
Mark-Jan Bludau
Nicole Hengesbach
Houda Lamqaddam
Isabel Meirelles
Bettina Speckmann
Michael Correll
173
4
0
27 Aug 2024
Feature Clock: High-Dimensional Effects in Two-Dimensional Plots
Visual .. (VISUAL), 2024
Olga Ovcharenko
Rita Sevastjanova
Philip Jonathan
228
0
0
02 Aug 2024
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation
P. G. Policar
Blaž Zupan
121
2
0
07 Jun 2024
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Brian Montambault
G. Appleby
Jen Rogers
C. Brumar
Mingwei Li
Remco Chang
380
4
0
10 Apr 2024
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Hsiao-Ying Lu
Takanori Fujiwara
Ming-Yi Chang
Yang-chih Fu
Anders Ynnerman
Kwan-Liu Ma
CML
167
6
0
16 Mar 2023
EVNet: An Explainable Deep Network for Dimension Reduction
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Z. Zang
Sheng-Hsien Cheng
Linyan Lu
Hanchen Xia
Liangyu Li
Yaoting Sun
Yongjie Xu
Lei Shang
Baigui Sun
Stan Z. Li
FAtt
200
21
0
21 Nov 2022
Incorporation of Human Knowledge into Data Embeddings to Improve Pattern Significance and Interpretability
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Jie Li
Chunting Zhou
209
13
0
23 Sep 2022
ExClus: Explainable Clustering on Low-dimensional Data Representations
Xander Vankwikelberge
Bo Kang
Edith Heiter
Jefrey Lijffijt
97
1
0
04 Nov 2021
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
M. Espadoto
G. Appleby
Ashley Suh
Dylan Cashman
Mingwei Li
C. Scheidegger
Erik W. Anderson
Remco Chang
A. Telea
171
27
0
02 Nov 2021
Attribute-based Explanations of Non-Linear Embeddings of High-Dimensional Data
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Jan-Tobias Sohns
M. Schmitt
Fabian Jirasek
Hans Hasse
Heike Leitte
159
19
0
28 Jul 2021
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters
G. Appleby
M. Espadoto
Rui Chen
Sam Goree
A. Telea
Erik W. Anderson
Remco Chang
118
13
0
25 Jun 2021
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
Zipeng Liu
Yangkun Wang
J. Bernard
T. Munzner
219
27
0
24 Jun 2021
Exploring Multi-dimensional Data via Subset Embedding
Peng Xie
Wenyuan Tao
Jie Li
Wentao Huang
Siming Chen
AI4TS
147
12
0
24 Apr 2021
Implicit Multidimensional Projection of Local Subspaces
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Rongzhen Bian
Yumeng Xue
Liang Zhou
Jian Zhang
Baoquan Chen
Daniel Weiskopf
Yunhai Wang
115
11
0
07 Sep 2020
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Angelos Chatzimparmpas
Rafael M. Martins
Andreas Kerren
306
156
0
17 Feb 2020
Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020
Andrew Lensen
Bing Xue
Mengjie Zhang
114
50
0
27 Jan 2020
Immersive Insights: A Hybrid Analytics System for Collaborative Exploratory Data Analysis
Virtual Reality Software and Technology (VRST), 2019
M. Cavallo
M. Dholakia
Matous Havlena
Kenneth Ocheltree
Mark Podlaseck
115
53
0
27 Oct 2019
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information
Bo Kang
Dario Garcia-Garcia
Jefrey Lijffijt
Raúl Santos-Rodríguez
T. D. Bie
152
4
0
24 May 2019
Uncertainty-Aware Principal Component Analysis
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
Jochen Görtler
Thilo Spinner
Dirk Streeb
Daniel Weiskopf
Oliver Deussen
UD
145
35
0
03 May 2019
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