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1811.12199
Cited By
A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration
28 November 2018
M. Cavallo
Çağatay Demiralp
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Papers citing
"A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration"
23 / 23 papers shown
InfoClus: Informative Clustering of High-dimensional Data Embeddings
Fuyin Lai
Edith Heiter
Guillaume Bied
Jefrey Lijffijt
173
0
0
15 Apr 2025
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
378
4
0
10 Apr 2024
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine
Parisa Salmanian
Angelos Chatzimparmpas
Ali Can Karaca
Rafael M. Martins
146
2
0
10 Feb 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
160
6
0
16 Mar 2023
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
Angelos Chatzimparmpas
R. Martins
I. Jusufi
K. Kucher
Fabrice Rossi
A. Kerren
FAtt
225
181
0
22 Dec 2022
SemanticAxis: Exploring Multi-attribute Data by Semantics Construction and Ranking Analysis
Journal of Vision (JOV), 2021
Zeyu Li
Changhong Zhang
Yi Zhang
Jiawan Zhang
75
2
0
29 Aug 2022
ExClus: Explainable Clustering on Low-dimensional Data Representations
Xander Vankwikelberge
Bo Kang
Edith Heiter
Jefrey Lijffijt
93
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
154
27
0
02 Nov 2021
Augmenting Decision Making via Interactive What-If Analysis
Sneha Gathani
Madelon Hulsebos
James Gale
P. Haas
cCaugatay Demiralp
258
11
0
13 Sep 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
153
19
0
28 Jul 2021
Interactive Dimensionality Reduction for Comparative Analysis
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Takanori Fujiwara
Xinhai Wei
Jian Zhao
K. Ma
151
40
0
29 Jun 2021
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters
G. Appleby
M. Espadoto
Rui Chen
Sam Goree
A. Telea
Erik W. Anderson
Remco Chang
112
13
0
25 Jun 2021
Higher Dimensional Graphics: Conceiving Worlds in Four Spatial Dimensions and Beyond
M. Cavallo
47
4
0
26 Mar 2021
Evaluating the Interpretability of Generative Models by Interactive Reconstruction
International Conference on Human Factors in Computing Systems (CHI), 2021
A. Ross
Nina Chen
Elisa Zhao Hang
Elena L. Glassman
Finale Doshi-Velez
297
53
0
02 Feb 2021
A Distance-preserving Matrix Sketch
Journal of Computational And Graphical Statistics (JCGS), 2020
Leland Wilkinson
Hengrui Luo
201
7
0
08 Sep 2020
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
114
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
154
0
17 Feb 2020
Interpretable feature subset selection: A Shapley value based approach
Sandhya Tripathi
N. Hemachandra
Prashant Trivedi
TDI
FAtt
275
2
0
12 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
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
Mennatallah El-Assady
Rebecca Kehlbeck
C. Collins
Daniel A. Keim
Oliver Deussen
152
46
0
01 Aug 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
149
4
0
24 May 2019
Dataspace: A Reconfigurable Hybrid Reality Environment for Collaborative Information Analysis
M. Cavallo
M. Dholakia
Matous Havlena
Kenneth Ocheltree
Mark Podlaseck
143
71
0
08 Mar 2019
DimReader: Axis lines that explain non-linear projections
Rebecca Faust
David Glickenstein
C. Scheidegger
178
46
0
03 Oct 2017
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