Making data visualization more efficient and effective: a survey

X Qin, Y Luo, N Tang, G Li - The VLDB Journal, 2020 - Springer
Data visualization is crucial in today's data-driven business world, which has been widely
used for helping decision making that is closely related to major revenues of many industrial …

Review of graph comprehension research: Implications for instruction

P Shah, J Hoeffner - Educational psychology review, 2002 - Springer
Graphs are commonly used in textbooks and educational software, and can help students
understand science and social science data. However, students sometimes have difficulty …

[图书][B] Statistical methods in water resources

DR Helsel, RM Hirsch - 1993 - books.google.com
Data on water quality and other environmental issues are being collected at an ever-
increasing rate. In the past, however, the techniques used by scientists to interpret this data …

Crowdsourcing graphical perception: using mechanical turk to assess visualization design

J Heer, M Bostock - Proceedings of the SIGCHI conference on human …, 2010 - dl.acm.org
Understanding perception is critical to effective visualization design. With its low cost and
scalability, crowdsourcing presents an attractive option for evaluating the large design space …

Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks

V Dibia, Ç Demiralp - IEEE computer graphics and applications, 2019 - ieeexplore.ieee.org
Rapidly creating effective visualizations using expressive grammars is challenging for users
who have limited time and limited skills in statistics and data visualization. Even high-level …

[图书][B] How maps work: representation, visualization, and design

AM MacEachren - 2004 - books.google.com
Now available in paperback for the first time, this classic work presents a cognitive-semiotic
framework for understanding how maps work as powerful, abstract, and synthetic spatial …

[图书][B] The elements of graphing data

WS Cleveland - 1985 - dl.acm.org
Good science depends upon clear communication. For that reason, many computer
scientists keep works such as Fowler's Modern English Usage and Strunk and White's The …

[图书][B] The grammar of graphics

L Wilkinson - 2012 - Springer
Abstract The Grammar of Graphics, or GOG, denotes a system with seven orthogonal
components. By orthogonal, we mean there are seven graphical component sets whose …

Principles and procedures of exploratory data analysis.

JT Behrens - Psychological methods, 1997 - psycnet.apa.org
Exploratory data analysis (EDA) is a well-established statistical tradition that provides
conceptual and computational tools for discovering patterns to foster hypothesis …

[图书][B] The art of modeling

PL Bonate - 2006 - Springer
The focus of this book is primarily on the development of pharmacokinetic and
pharmacokinetic-pharmacodynamic models. Models that are reported in the literature are …