The state‐of‐the‐art in predictive visual analytics

Y Lu, R Garcia, B Hansen, M Gleicher… - Computer Graphics …, 2017 - Wiley Online Library
Predictive analytics embraces an extensive range of techniques including statistical
modeling, machine learning, and data mining and is applied in business intelligence, public …

Integrating predictive analytics and social media

Y Lu, R Krüger, D Thom, F Wang… - … IEEE Conference on …, 2014 - ieeexplore.ieee.org
A key analytical task across many domains is model building and exploration for predictive
analysis. Data is collected, parsed and analyzed for relationships, and features are selected …

Machine learning and visual analytics for consulting business decision support

A Cook, P Wu, K Mengersen - 2015 Big Data Visual Analytics …, 2015 - ieeexplore.ieee.org
The application of machine learning and statistical predictive models to business problems
has found success in recent years due to an exponential increase in consumer data and …

Evaluating Forecasting, Knowledge, and Visual Analytics

Y Lu, M Steptoe, V Buchanan, N Cooke… - … IEEE Workshop on …, 2021 - ieeexplore.ieee.org
In this paper, we explore the intersection of knowledge and the forecasting accuracy of
humans when supported by visual analytics. We have recruited 40 experts in machine …

Methodologies in Predictive Visual Analytics

Y Lu - 2017 - search.proquest.com
Predictive analytics embraces an extensive area of techniques from statistical modeling to
machine learning to data mining and is applied in business intelligence, public health …