A survey of visual analytics techniques for machine learning

J Yuan, C Chen, W Yang, M Liu, J **a, S Liu - Computational Visual Media, 2021 - Springer
Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …

Comparative layouts revisited: Design space, guidelines, and future directions

S LYi, J Jo, J Seo - IEEE Transactions on Visualization and …, 2020 - ieeexplore.ieee.org
We present a systematic review on three comparative layouts-juxtaposition, superposition,
and explicit-encoding-which are information visualization (InfoVis) layouts designed to …

Visual abstraction

I Viola, M Chen, T Isenberg - Foundations of data visualization, 2020 - Springer
In this chapter, we revisit the concept of abstraction as it is used in visualization and put it on
a solid formal footing. While the term “abstraction” is utilized in many scientific disciplines …

Dfseer: A visual analytics approach to facilitate model selection for demand forecasting

D Sun, Z Feng, Y Chen, Y Wang, J Zeng… - Proceedings of the …, 2020 - dl.acm.org
Selecting an appropriate model to forecast product demand is critical to the manufacturing
industry. However, due to the data complexity, market uncertainty and users' demanding …

Determinants of multimodal fake review generation in China's e-commerce platforms

C Liu, X He, L Yi - Scientific Reports, 2024 - nature.com
This paper develops a theoretical model of determinants influencing multimodal fake review
generation using the theories of signaling, actor-network, motivation, and human …

SkiVis: Visual Exploration and Route Planning in Ski Resorts

J Rauscher, R Buchmüller, DA Keim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Optimal ski route selection is a challenge based on a multitude of factors, such as the
steepness, compass direction, or crowdedness. The personal preferences of every skier …

Co-bridges: Pair-wise visual connection and comparison for multi-item data streams

S Chen, N Andrienko, G Andrienko… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In various domains, there are abundant streams or sequences of multi-item data of various
kinds, eg streams of news and social media texts, sequences of genes and sports events …

iPoet: interactive painting poetry creation with visual multimodal analysis

Y Feng, J Chen, K Huang, JK Wong, H Ye… - Journal of …, 2022 - Springer
Chinese painting poetry is an extraordinary aesthetic phenomenon in world art history. It is
not only part of the paintings but also helps us to better understand the spiritual conception …

T-PickSeer: visual analysis of taxi pick-up point selection behavior

S Gu, Y Dai, Z Feng, Y Wang, H Zeng - Journal of Visualization, 2024 - Springer
Taxi drivers often take much time to navigate the streets to look for passengers, which leads
to high vacancy rates and wasted resources. Empty taxi cruising remains a big concern for …

RumorLens: Interactive analysis and validation of suspected rumors on social media

R Wang, K Du, Q Chen, Y Zhao, M Tang… - CHI Conference on …, 2022 - dl.acm.org
With the development of social media, various rumors can be easily spread on the Internet
and such rumors can have serious negative effects on society. Thus, it has become a critical …