ClimateSOM: A Visual Analysis Workflow for Climate Ensemble Datasets
Fuente:
arXiv
Saved in:
| Main Authors: | Kawakami, Yuya, Cayan, Daniel, Liu, Dongyu, Ma, Kwan-Liu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HexTiles and Semantic Icons for MAUP-Aware Multivariate Geospatial Visualizations
by: Kawakami, Yuya, et al.
Published: (2024)
by: Kawakami, Yuya, et al.
Published: (2024)
SpreadLine: Visualizing Egocentric Dynamic Influence
by: Kuo, Yun-Hsin, et al.
Published: (2024)
by: Kuo, Yun-Hsin, et al.
Published: (2024)
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series
by: Deng, Ziquan, et al.
Published: (2024)
by: Deng, Ziquan, et al.
Published: (2024)
A Visual Analytics Design for Connecting Healthcare Team Communication to Patient Outcomes
by: Lu, Hsiao-Ying, et al.
Published: (2024)
by: Lu, Hsiao-Ying, et al.
Published: (2024)
Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts
by: Lee, Sam Yu-Te, et al.
Published: (2024)
by: Lee, Sam Yu-Te, et al.
Published: (2024)
TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization
by: Gorski, Nathaniel, et al.
Published: (2026)
by: Gorski, Nathaniel, et al.
Published: (2026)
The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows
by: Li, Harry, et al.
Published: (2025)
by: Li, Harry, et al.
Published: (2025)
Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
A Dataset for the Validation of Truth Inference Algorithms Suitable for Online Deployment
by: Wang, Fei, et al.
Published: (2024)
by: Wang, Fei, et al.
Published: (2024)
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets
by: Jin, Zhihua, et al.
Published: (2024)
by: Jin, Zhihua, et al.
Published: (2024)
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction
by: Lu, Hsiao-Ying, et al.
Published: (2023)
by: Lu, Hsiao-Ying, et al.
Published: (2023)
Discovering Cyclists' Visual Preferences Through Shared Bike Trajectories and Street View Images Using Inverse Reinforcement Learning
by: Ren, Kezhou, et al.
Published: (2024)
by: Ren, Kezhou, et al.
Published: (2024)
Improving Radiography Machine Learning Workflows via Metadata Management for Training Data Selection
by: Reid, Mirabel, et al.
Published: (2024)
by: Reid, Mirabel, et al.
Published: (2024)
Standardness Clouds Meaning: A Position Regarding the Informed Usage of Standard Datasets
by: Cech, Tim, et al.
Published: (2024)
by: Cech, Tim, et al.
Published: (2024)
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
by: Liu, Zipeng, et al.
Published: (2021)
by: Liu, Zipeng, et al.
Published: (2021)
iNNspector: Visual, Interactive Deep Model Debugging
by: Spinner, Thilo, et al.
Published: (2024)
by: Spinner, Thilo, et al.
Published: (2024)
A Visual Diagnostics Framework for District Heating Data: Enhancing Data Quality for AI-Driven Heat Consumption Prediction
by: Christensen, Kristoffer, et al.
Published: (2025)
by: Christensen, Kristoffer, et al.
Published: (2025)
MAPLE: Self-Supervised Learning-Enhanced Nonlinear Dimensionality Reduction for Visual Analysis
by: Huang, Zeyang, et al.
Published: (2026)
by: Huang, Zeyang, et al.
Published: (2026)
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
by: Li, Siyang, et al.
Published: (2024)
by: Li, Siyang, et al.
Published: (2024)
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables
by: Shao, Jiayi, et al.
Published: (2026)
by: Shao, Jiayi, et al.
Published: (2026)
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic
by: Feng, Zezheng, et al.
Published: (2024)
by: Feng, Zezheng, et al.
Published: (2024)
A Survey on Exploratory Spatiotemporal Visual Analytics Approaches for Climate Science
by: Nayeem, Abdullah-Al-Raihan, et al.
Published: (2024)
by: Nayeem, Abdullah-Al-Raihan, et al.
Published: (2024)
Deep Attention-based Sequential Ensemble Learning for BLE-Based Indoor Localization in Care Facilities
by: Pham, Minh Triet, et al.
Published: (2026)
by: Pham, Minh Triet, et al.
Published: (2026)
Visual Analysis of Multi-outcome Causal Graphs
by: Fan, Mengjie, et al.
Published: (2024)
by: Fan, Mengjie, et al.
Published: (2024)
Dataset-Adaptive Dimensionality Reduction
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
by: Chatzimparmpas, Angelos, et al.
Published: (2020)
by: Chatzimparmpas, Angelos, et al.
Published: (2020)
VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization
by: Biswas, Ayan, et al.
Published: (2025)
by: Biswas, Ayan, et al.
Published: (2025)
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning
by: Globus-Harris, Ira, et al.
Published: (2024)
by: Globus-Harris, Ira, et al.
Published: (2024)
Visualization Tasks for Unlabeled Graphs
by: Oddo, Matt I. B., et al.
Published: (2025)
by: Oddo, Matt I. B., et al.
Published: (2025)
The Full-scale Assembly Simulation Testbed (FAST) Dataset
by: Moore, Alec G., et al.
Published: (2024)
by: Moore, Alec G., et al.
Published: (2024)
Harnessing Visualization for Climate Action and Sustainable Future
by: Mahyar, Narges
Published: (2024)
by: Mahyar, Narges
Published: (2024)
Uncertainty Tube Visualization of Particle Trajectories
by: Li, Jixian, et al.
Published: (2025)
by: Li, Jixian, et al.
Published: (2025)
Cluster-Based Random Forest Visualization and Interpretation
by: Sondag, Max, et al.
Published: (2025)
by: Sondag, Max, et al.
Published: (2025)
Stop Misusing t-SNE and UMAP for Visual Analytics
by: Jeon, Hyeon, et al.
Published: (2025)
by: Jeon, Hyeon, et al.
Published: (2025)
Visual Exploration of Stopword Probabilities in Topic Models
by: Xue, Shuangjiang, et al.
Published: (2025)
by: Xue, Shuangjiang, et al.
Published: (2025)
VIDEE: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents
by: Lee, Sam Yu-Te, et al.
Published: (2025)
by: Lee, Sam Yu-Te, et al.
Published: (2025)
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors
by: Hoelzemann, Alexander, et al.
Published: (2023)
by: Hoelzemann, Alexander, et al.
Published: (2023)
Curvature Augmented Manifold Embedding and Learning
by: Liu, Yongming
Published: (2024)
by: Liu, Yongming
Published: (2024)
Non-programmers Assessing AI-Generated Code: A Case Study of Business Users Analyzing Data
by: Virk, Yuvraj, et al.
Published: (2025)
by: Virk, Yuvraj, et al.
Published: (2025)
Embedding Atlas: Low-Friction, Interactive Embedding Visualization
by: Ren, Donghao, et al.
Published: (2025)
by: Ren, Donghao, et al.
Published: (2025)
Similar Items
-
HexTiles and Semantic Icons for MAUP-Aware Multivariate Geospatial Visualizations
by: Kawakami, Yuya, et al.
Published: (2024) -
SpreadLine: Visualizing Egocentric Dynamic Influence
by: Kuo, Yun-Hsin, et al.
Published: (2024) -
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series
by: Deng, Ziquan, et al.
Published: (2024) -
A Visual Analytics Design for Connecting Healthcare Team Communication to Patient Outcomes
by: Lu, Hsiao-Ying, et al.
Published: (2024) -
Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts
by: Lee, Sam Yu-Te, et al.
Published: (2024)