Design study methodology: Reflections from the trenches and the stacks

M Sedlmair, M Meyer, T Munzner - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Design studies are an increasingly popular form of problem-driven visualization research,
yet there is little guidance available about how to do them effectively. In this paper we reflect …

[BOOK][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

Interactive information visualization to explore and query electronic health records

A Rind, TD Wang, W Aigner, S Miksch… - … and Trends® in …, 2013 - nowpublishers.com
Physicians are confronted with increasingly complex patient histories based on which they
must make life-critical treatment decisions. At the same time, clinical researchers are eager …

A nested model for visualization design and validation

T Munzner - IEEE transactions on visualization and computer …, 2009 - ieeexplore.ieee.org
We present a nested model for the visualization design and validation with four layers:
characterize the task and data in the vocabulary of the problem domain, abstract into …

[BOOK][B] Visualization of time-oriented data

W Aigner, S Miksch, H Schumann, C Tominski - 2011 - Springer
Time is an exceptional dimension with high relevance in medicine, engineering, business,
science, biography, history, planning, or project management. Understanding time-oriented …

The value of information visualization

JD Fekete, JJ Van Wijk, JT Stasko, C North - … visualization: human-centered …, 2008 - Springer
Researchers and users of Information Visualization are convinced that it has value. This
value can easily be communicated to others in a face-to-face setting, such that this value is …

Cloudlines: Compact display of event episodes in multiple time-series

M Krstajic, E Bertini, D Keim - IEEE transactions on visualization …, 2011 - ieeexplore.ieee.org
We propose incremental logarithmic time-series technique as a way to deal with time-based
representations of large and dynamic event data sets in limited space. Modern data …

Comparing similarity perception in time series visualizations

A Gogolou, T Tsandilas, T Palpanas… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
A common challenge faced by many domain experts working with time series data is how to
identify and compare similar patterns. This operation is fundamental in high-level tasks, such …

Passing the data baton: A retrospective analysis on data science work and workers

A Crisan, B Fiore-Gartland… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Data science is a rapidly growing discipline and organizations increasingly depend on data
science work. Yet the ambiguity around data science, what it is, and who data scientists are …

Situ: Identifying and explaining suspicious behavior in networks

JR Goodall, ED Ragan, CA Steed… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Despite the best efforts of cyber security analysts, networked computing assets are routinely
compromised, resulting in the loss of intellectual property, the disclosure of state secrets …