Methods › General › Interpretability › Visual Analytics

Visual Analytics

78 papers tagged archive 2025-07-28

Introduced by Hsiao-Ying Lu et al. in Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 78, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Stop Misusing t-SNE and UMAP for Visual Analytics
  10 Jun 2025 · 0 repositories · arXiv:2506.08725
• Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction
  10 Jun 2025 · 0 repositories · arXiv:2506.14820
• VizCV: AI-assisted visualization of researchers' publications tracks
  13 May 2025 · 0 repositories · arXiv:2505.08691
• ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization
  6 May 2025 · 0 repositories · arXiv:2505.04647
• VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis
  6 May 2025 · 0 repositories · arXiv:2505.03132
• LayerFlow: Layer-wise Exploration of LLM Embeddings using Uncertainty-aware Interlinked Projections
  9 Apr 2025 · 0 repositories · arXiv:2504.10504
• A Multimedia Analytics Model for the Foundation Model Era
  8 Apr 2025 · 0 repositories · arXiv:2504.06138
• A Review on Large Language Models for Visual Analytics
  19 Mar 2025 · 0 repositories · arXiv:2503.15176
• VizTrust: A Visual Analytics Tool for Capturing User Trust Dynamics in Human-AI Communication
  10 Mar 2025 · 1 repository · arXiv:2503.07279
• InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions
  6 Mar 2025 · 0 repositories · arXiv:2503.04110
• Comparing Native and Non-native English Speakers' Behaviors in Collaborative Writing through Visual Analytics
  25 Feb 2025 · 0 repositories · arXiv:2502.18681
• Into the Void: Mapping the Unseen Gaps in High Dimensional Data
  25 Jan 2025 · 0 repositories · arXiv:2501.15273
• Explainable XR: Understanding User Behaviors of XR Environments using LLM-assisted Analytics Framework
  23 Jan 2025 · 1 repository · arXiv:2501.13778
• ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms
  6 Jan 2025 · 0 repositories · arXiv:2501.02857
• Adaptive Signal Analysis for Automated Subsurface Defect Detection Using Impact Echo in Concrete Slabs
  23 Dec 2024 · 0 repositories · arXiv:2412.17953
• AI-in-the-loop: The future of biomedical visual analytics applications in the era of AI
  20 Dec 2024 · 0 repositories · arXiv:2412.15876
• ASPIRE: Assistive System for Performance Evaluation in IR
  20 Dec 2024 · 1 repository · arXiv:2412.15759
• Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis
  20 Dec 2024 · 0 repositories · arXiv:2412.16098
• LossLens: Diagnostics for Machine Learning through Loss Landscape Visual Analytics
  17 Dec 2024 · 0 repositories · arXiv:2412.13321
• CoVis: A Collaborative Framework for Fine-grained Graphic Visual Understanding
  27 Nov 2024 · 0 repositories · arXiv:2411.18764
• CausalChat: Interactive Causal Model Development and Refinement Using Large Language Models
  18 Oct 2024 · 0 repositories · arXiv:2410.14146
• ARPOV: Expanding Visualization of Object Detection in AR with Panoramic Mosaic Stitching
  1 Oct 2024 · 0 repositories · arXiv:2410.01055
• iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification
  24 Sep 2024 · 1 repository · arXiv:2409.15848
• LLM-Assisted Visual Analytics: Opportunities and Challenges
  4 Sep 2024 · 0 repositories · arXiv:2409.02691
• Simbanex: Similarity-based Exploration of IEEE VIS Publications
  31 Aug 2024 · 0 repositories · arXiv:2409.00478
• Interactive dense pixel visualizations for time series and model attribution explanations
  27 Aug 2024 · 0 repositories · arXiv:2408.15073
• Aiding Humans in Financial Fraud Decision Making: Toward an XAI-Visualization Framework
  26 Aug 2024 · 0 repositories · arXiv:2408.14552
• Exploring Scalability in Large-Scale Time Series in DeepVATS framework
  8 Aug 2024 · 1 repository · arXiv:2408.04692
• ParetoTracker: Understanding Population Dynamics in Multi-objective Evolutionary Algorithms through Visual Analytics
  8 Aug 2024 · 1 repository · arXiv:2408.04539
• Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments
  6 Aug 2024 · 0 repositories · arXiv:2408.03274

Tasks archive 2025-07-28

20 shown of 86 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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