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Data Visualization

Papers

Showing 51100 of 335 papers

TitleStatusHype
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models0
NOMAD Projection0
A Study of Data-driven Methods for Inventory Optimization0
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models0
Ascribe New Dimensions to Scientific Data Visualization with VR0
See or Recall: A Sanity Check for the Role of Vision in Solving Visualization Question Answer Tasks with Multimodal LLMs0
Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites0
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language ModelsCode0
Bayesian generative models can flag performance loss, bias, and out-of-distribution image content0
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding0
Bizard: A Community-Driven Platform for Accelerating and Enhancing Biomedical Data Visualization0
To Vaccinate or not to Vaccinate? Analyzing X Power over the Pandemic0
Adversarial network embedding with bootstrapped representations for sparse networksCode0
Merging Hazy Sets with m-Schemes: A Geometric Approach to Data Visualization0
Random Forest Autoencoders for Guided Representation Learning0
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization0
Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge DiscoveryCode0
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback0
Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream ApplicationsCode0
Unlocking the Potential: A Novel Tool for Assessing Untapped Micro-Pumped Hydro Energy Storage Systems in Michigan0
Automating Date Format Detection for Data Visualization0
Federated t-SNE and UMAP for Distributed Data Visualization0
A novel robust integrating method by high-order proximity for self-supervised attribute network embeddingCode0
Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation0
Attraction-Repulsion Swarming: A Generalized Framework of t-SNE via Force Normalization and Tunable InteractionsCode0
Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models0
Alternatives of Unsupervised Representations of Variables on the Latent Space0
Assessing Alcohol Use Disorder: Insights from Lifestyle, Background, and Family History with Machine Learning Techniques0
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study0
G-NeuroDAVIS: A Neural Network model for generalized embedding, data visualization and sample generationCode0
Uncertainty-aware t-distributed Stochastic Neighbor Embedding for Single-cell RNA-seq Data0
Problem-oriented AutoML in Clustering0
Opinion Mining on Offshore Wind Energy for Environmental Engineering0
Quantifying Knee Cartilage Shape and Lesion: From Image to MetricsCode0
Formative Study for AI-assisted Data Visualization0
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging0
ChartEye: A Deep Learning Framework for Chart Information Extraction0
Macro-Queries: An Exploration into Guided Chart Generation from High Level Prompts0
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data VisualizationCode0
Exploiting Formal Concept Analysis for Data Modeling in Data Lakes0
Out-of-Core Dimensionality Reduction for Large Data via Out-of-Sample Extensions0
Exploring the extent of similarities in software failures across industries using LLMs0
Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 PandemicCode0
Improving multidimensional projection quality with user-specific metrics and optimal scaling0
StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions0
(Deep) Generative Geodesics0
Evaluating the Semantic Profiling Abilities of LLMs for Natural Language Utterances in Data VisualizationCode0
VisEval: A Benchmark for Data Visualization in the Era of Large Language ModelsCode0
Domain-Specific Shorthand for Generation Based on Context-Free Grammar0
Inductive Global and Local Manifold Approximation and Projection0
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