Title :
PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods
Author :
Jaegul Choo ; Changhyun Lee ; Hannah Kim ; Hanseung Lee ; Reddy, Chandan K. ; Drake, Barry L. ; Haesun Park
Abstract :
A main bottleneck in integrating computational methods with visual analytics is their significant computational cost, which hinders real-time interactive visualization with them. To solve this, we present PIVE (Per-Iteration Visualization Environment), which visualizes intermediate results from algorithm iterations, thus allowing users to efficiently perform multiple interactions in real time.
Keywords :
data visualisation; iterative methods; real-time systems; PIVE; algorithm iterations; computational cost; computational methods; per-iteration visualization environment; real-time interactions; visual analytics; Clustering algorithms; Data visualization; Instruction sets; Real-time systems; Stability analysis; Visual analytics; Real-time interaction; clustering; dimension reduction; large-scale visualization; multithreading; visual analytics;
Conference_Titel :
Visual Analytics Science and Technology (VAST), 2014 IEEE Conference on
Conference_Location :
Paris
DOI :
10.1109/VAST.2014.7042510
