t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections

17 February 2020

Rafael M. Martins

Andreas Kerren

Papers citing "t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections"

37 / 37 papers shown

Title
InfoClus: Informative Clustering of High-dimensional Data Embeddings Fuyin Lai Edith Heiter Guillaume Bied Jefrey Lijffijt 26 0 0 15 Apr 2025
Feature Clock: High-Dimensional Effects in Two-Dimensional Plots Olga Ovcharenko R. Sevastjanova Philip Jonathan 52 0 0 02 Aug 2024
Online t-SNE for single-cell RNA-seq Hui Ma Kai Chen OnRL 19 0 0 21 Jun 2024
Pattern or Artifact? Interactively Exploring Embedding Quality with TRACE Edith Heiter L. Martens R. Seurinck M. Guilliams Tijl De Bie Yvan Saeys Jefrey Lijffijt 38 1 0 18 Jun 2024
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation P. G. Policar Blaž Zupan 21 1 0 07 Jun 2024
Lens functions for exploring UMAP Projections with Domain Knowledge Daniël M. Bot Jan Aerts 22 0 0 15 May 2024
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic Brian Montambault G. Appleby Jen Rogers C. Brumar Mingwei Li Remco Chang 38 2 0 10 Apr 2024
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids D. B. Hier Tayo Obafemi-Ajayi G. Olbricht Devin M. Burns Sasha Petrenko Donald C. Wunsch 38 1 0 29 Mar 2024
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine Parisa Salmanian Angelos Chatzimparmpas Ali Can Karaca Rafael M. Martins 11 1 0 10 Feb 2024
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification Braden Roper J. Mathews Saad Nadeem Ji Hwan Park 14 1 0 08 Sep 2023
BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis J. Trelles A. Wentzel William Berrios G. Marai VLM 14 1 0 15 Aug 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 24 17 0 15 Jul 2023
New Adversarial Image Detection Based on Sentiment Analysis Yulong Wang Tianxiang Li Shenghong Li Xinnan Yuan W. Ni AAML 25 9 0 03 May 2023
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps Angelos Chatzimparmpas Rafael M. Martins A. Telea Andreas Kerren 16 1 0 31 Mar 2023
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction Hsiao-Ying Lu Takanori Fujiwara Ming-Yi Chang Yang-chih Fu Anders Ynnerman Kwan-Liu Ma CML 22 3 0 16 Mar 2023
EVNet: An Explainable Deep Network for Dimension Reduction Z. Zang Sheng-Hsien Cheng Linyan Lu Hanchen Xia Liangyu Li Yaoting Sun Yongjie Xu Lei Shang Baigui Sun Stan Z. Li FAtt 19 15 0 21 Nov 2022
Opening the black-box of Neighbor Embedding with Hotelling's T2 statistic and Q-residuals R. Rainer Michael Mayr Johannes Himmelbauer Ramin Nikzad‐Langerodi 23 4 0 05 Sep 2022
Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models Yulong Wang Minghui Zhao Shenghong Li Xinnan Yuan W. Ni 16 15 0 19 Aug 2022
Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization Yan Sun Yi Han Jicong Fan 20 8 0 25 Jul 2022
Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns Takanori Fujiwara Yun-Hsin Kuo Anders Ynnerman K. Ma 12 5 0 28 Jun 2022
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps Donald Bertucci M. Hamid Yashwanthi Anand Anita Ruangrotsakun Delyar Tabatabai Melissa Perez Minsuk Kahng 38 29 0 14 May 2022
Uniform Manifold Approximation with Two-phase Optimization Hyeon Jeon Hyung-Kwon Ko S. Lee Jaemin Jo Jinwook Seo 30 13 0 01 May 2022
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques Angelos Chatzimparmpas F. Paulovich Andreas Kerren 19 6 0 29 Mar 2022
Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections Hyeon Jeon Michaël Aupetit S. Lee Hyung-Kwon Ko Youngtaek Kim Jinwook Seo 22 9 0 17 Jan 2022
Scalable semi-supervised dimensionality reduction with GPU-accelerated EmbedSOM Adam Šmelko Sona Molnárová Miroslav Kratochvíl A. Koladiya J. Musil Martin Kruliš J. Vondrášek 17 0 0 03 Jan 2022
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data M. Espadoto G. Appleby Ashley Suh Dylan Cashman Mingwei Li C. Scheidegger Erik W. Anderson Remco Chang A. Telea 11 19 0 02 Nov 2021
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study Jiazhi Xia Yuchen Zhang Jie Song Yang Chen Yunhai Wang Shixia Liu 21 46 0 06 Oct 2021
Attribute-based Explanations of Non-Linear Embeddings of High-Dimensional Data Jan-Tobias Sohns M. Schmitt F. Jirasek Hans Hasse Heike Leitte 11 14 0 28 Jul 2021
Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections Hyeon Jeon Hyung-Kwon Ko Jaemin Jo Youngtaek Kim Jinwook Seo 41 17 0 16 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 11 10 0 25 Jun 2021
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data T. Tony Cai Rong Ma 11 107 0 16 May 2021
Exploring Multi-dimensional Data via Subset Embedding Peng Xie Wenyuan Tao Jie Li Wentao Huang Siming Chen AI4TS 17 12 0 24 Apr 2021
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches Angelos Chatzimparmpas Rafael M. Martins Kostiantyn Kucher Andreas Kerren 29 21 0 26 Mar 2021
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization Angelos Chatzimparmpas Rafael M. Martins Kostiantyn Kucher Andreas Kerren 21 20 0 02 Dec 2020
t-EVA: Time-Efficient t-SNE Video Annotation Soroosh Poorgholi O. Kayhan J. C. V. Gemert 9 5 0 26 Nov 2020
Bringing UMAP Closer to the Speed of Light with GPU Acceleration Corey J. Nolet V. Lafargue Edward Raff Thejaswi Nanditale Tim Oates John Zedlewski Joshua Patterson 29 33 0 01 Aug 2020
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics Angelos Chatzimparmpas Rafael M. Martins Kostiantyn Kucher Andreas Kerren DiffM BDL 19 74 0 04 May 2020