Multivariate data explanation by jumping emerging patterns visualization

MP Neto, FV Paulovich - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
Multivariate or multidimensional visualization plays an essential role in exploratory data
analysis by allowing users to derive insights and formulate hypotheses. Despite their …

Versatile Ordering Network: An Attention-based Neural Network for Ordering Across Scales and Quality Metrics

Z Yu, W Zhang, S Pan, J Tao - arXiv preprint arXiv:2412.12759, 2024 - arxiv.org
Ordering has been extensively studied in many visualization applications, such as axis and
matrix reordering, for the simple reason that the order will greatly impact the perceived …

SynthLens: Visual Analytics for Facilitating Multi-step Synthetic Route Design

Q Wang, R Sheng, S Ruan, X Jin, C Shi… - arXiv preprint arXiv …, 2024 - arxiv.org
Designing synthetic routes for novel molecules is pivotal in various fields like medicine and
chemistry. In this process, researchers need to explore a set of synthetic reactions to …

A Visual Analytic System for Ranking Multi-attribute Data Using Multi-level Pareto Frontier

S Pan, J Tao - Proceedings of the 16th International Symposium on …, 2023 - dl.acm.org
Ranking data items is a core step of decision making in many scenarios, such as
investigating companies in finance and evaluating players in sports. While sorting by a …