#visual analytics

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8 papers match

cs.MA2026

Argonaut: Interactive Visual Exploration for Distributed Optimization

Srijoni Majumdar, Chuhao Qin, Evangelos Pournaras

Argonaut is a lightweight, containerized dashboard that lets users interactively visualize and explore the entire search process of distributed multi‑agent discrete‑choice optimiza…

#distributed optimization#multi-agent systems#visual analytics#human-in-the-loop
cs.SE2026

A Scalable AI-Powered System for Explainable Machine Learning Pipelines in Brain Tumor

Yin Lin, Elena De Martin, Giacomo Conte +6

The paper introduces a web‑based visual analytics platform that integrates cohort management, radiomic feature extraction, and guarded inference with pre‑trained machine learning m…

#brain tumor analysis#radiomics#visual analytics#explainable ai
cs.HC2026

GraphQAG: A Knowledge-Graph-Guided Visual Analytics Framework for Question-Answer Pairs Generation

Yize Li, Ruiqi Yu, Tianya Pan +5

GraphQAG is a visual analytics system that builds a knowledge graph from long documents to guide large language model generation of question‑answer pairs, allowing users to explore…

#knowledge graph construction#question answering generation#visual analytics#large language models
cs.LG2026

FADEx: Feature Attribution and Distortion-based Explanation of Dimensionality Reduction

Lucas Greff Meneses, Evandro S. Ortigossa, Claudio Silva +1

The paper introduces FADEx, a local per-instance feature attribution method that explains how individual features influence the placement of data points in any dimensionality reduc…

#dimensionality reduction#feature attribution#explainable ai#local linear approximation
cs.DL2026

Knowledge Tectonics: A Geodynamic Inspired Framework for Modeling Epistemic Changes

Thomas Van Erven, Stelios Kontogiannis, Efstratios Kontopoulos +3

The paper proposes a geodynamic-inspired framework called Knowledge Tectonics to model and visualize how concepts and metadata evolve over time in semantic web knowledge graphs, de…

#knowledge dynamics#semantic web#knowledge graphs#visual analytics
cs.HC2026

GraphPolaris: A System for Query, Analysis, and Visualization of Graph Databases

Michael Behrisch, Sjoerd Vink, Leonardo Christino +1

GraphPolaris is a no‑code visual analytics system that lets users interactively query, explore, and visualize graph databases using a formal query language (GPQL) without programmi…

#graph databases#visual analytics#no-code query#interactive exploration
cs.HC2026

CD-MED: Cross-Domain Multimodal Emotion Descriptor for Visual Comparison of Digital Objects

Elnara Kadyrgali, Muragul Muratbekova, Pakizar Shamoi

The paper introduces CD-MED, a framework that converts emotion outputs from different modalities (e.g., video, audio, text) into a shared emotional descriptor, visualized in a vale…

#multimodal emotion recognition#cross-domain representation#emotion descriptor#visual analytics
cs.HC2026

ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk

Xiaolin Wen, Feng Liang, Yuanye Ma +5

ManiScope is a visual analytics system that uses a large language model as a co‑analyst to help users explore and assess trade‑based manipulation risks in cryptocurrency markets.

#visual analytics#cryptocurrency manipulation#llm assistance#risk assessment

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