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IEEEVAST
2010
13 years 2 months ago
ALIDA: Using machine learning for intent discernment in visual analytics interfaces
In this paper, we introduce ALIDA, an Active Learning Intent Discerning Agent for visual analytics interfaces. As users interact with and explore data in a visual analytics enviro...
Tera Marie Green, Ross Maciejewski, Steve DiPaola
IHI
2012
293views Healthcare» more  IHI 2012»
12 years 3 months ago
iCircos: visual analytics for translational bioinformatics
Translational bioinformatics increasingly involves the discovery of associations between molecular and phenotype information, with the goal of transforming those discoveries into ...
Suresh K. Bhavnani, Mamta Abbas, Vickie McMicken, ...
IV
2009
IEEE
124views Visualization» more  IV 2009»
14 years 2 months ago
Needs Assessment for the Design of Information Synthesis Visual Analytics Tools
Information synthesis is a key portion of the analysis process with visual analytics tools. This stage of work requires users to collect, organize, and add meaning to individual a...
Anthony C. Robinson
IV
2006
IEEE
98views Visualization» more  IV 2006»
14 years 1 months ago
Reviewing Data Visualization: an Analytical Taxonomical Study
This paper presents an analytical taxonomy that can suitably describe, rather than simply classify, techniques for data presentation. Unlike previous works, we do not consider par...
José Fernando Rodrigues Jr., Agma J. M. Tra...
IEEEVAST
2010
13 years 2 months ago
Anomaly detection in GPS data based on visual analytics
Modern machine learning techniques provide robust approaches for data-driven modeling and critical information extraction, while human experts hold the advantage of possessing hig...
Zicheng Liao, Yizhou Yu, Baoquan Chen