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Visualization of omics data for systems biology
High-throughput studies of biological systems are rapidly accumulating a wealth of'omics'-
scale data. Visualization is a key aspect of both the analysis and understanding of these …
scale data. Visualization is a key aspect of both the analysis and understanding of these …
Research directions in data wrangling: Visualizations and transformations for usable and credible data
In spite of advances in technologies for working with data, analysts still spend an inordinate
amount of time diagnosing data quality issues and manipulating data into a usable form …
amount of time diagnosing data quality issues and manipulating data into a usable form …
Human-AI collaboration in data science: Exploring data scientists' perceptions of automated AI
The rapid advancement of artificial intelligence (AI) is changing our lives in many ways. One
application domain is data science. New techniques in automating the creation of AI, known …
application domain is data science. New techniques in automating the creation of AI, known …
How do data science workers collaborate? roles, workflows, and tools
Today, the prominence of data science within organizations has given rise to teams of data
science workers collaborating on extracting insights from data, as opposed to individual data …
science workers collaborating on extracting insights from data, as opposed to individual data …
Narrative visualization: Telling stories with data
E Segel, J Heer - IEEE transactions on visualization and …, 2010 - ieeexplore.ieee.org
Data visualization is regularly promoted for its ability to reveal stories within data, yet these
“data stories” differ in important ways from traditional forms of storytelling. Storytellers …
“data stories” differ in important ways from traditional forms of storytelling. Storytellers …
The effects of interactive latency on exploratory visual analysis
To support effective exploration, it is often stated that interactive visualizations should
provide rapid response times. However, the effects of interactive latency on the process and …
provide rapid response times. However, the effects of interactive latency on the process and …
Empirical studies in information visualization: Seven scenarios
We take a new, scenario-based look at evaluation in information visualization. Our seven
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …
scenarios, evaluating visual data analysis and reasoning, evaluating user performance …
How does automation shape the process of narrative visualization: A survey of tools
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …
proposed different design spaces for various narrative visualization genres and scenarios to …
Manyeyes: a site for visualization at internet scale
We describe the design and deployment of Many Eyes, a public Web site where users may
upload data, create interactive visualizations, and carry on discussions. The goal of the site …
upload data, create interactive visualizations, and carry on discussions. The goal of the site …
Bot in the bunch: Facilitating group chat discussion by improving efficiency and participation with a chatbot
Although group chat discussions are prevalent in daily life, they have a number of
limitations. When discussing in a group chat, reaching a consensus often takes time …
limitations. When discussing in a group chat, reaching a consensus often takes time …