[Ieee_vis] Special Issue "Progressive Visual Analytics" [Informatics] (ISSN 2227-9709)

[Giuseppe Santucci]

***** CALL FOR PAPERS *****

[Informatics] (ISSN 2227-9709) Special Issue "Progressive Visual Analytics"

Deadline for manuscript submissions: *28 January 2019*


This Special Issue of the Informatics Journal welcomes submissions on 
the topic of Progressive Visual Analytics (PVA). PVA is motivated by 
both data size and complexity and computationally expensive analysis 
methods. The main idea behind PVA is to produce a sequence of partial 
results, either subdividing the data into chunks that are individually 
processed or designing the analytic process into computational steps 
that iteratively refine the analytic results. Using such strategies 
allows a PVA application to meet specific time constraints, which can 
range from tenths of seconds, to ensure interaction fluidity, to minutes 
or hours, to complete sub-tasks within application dependent timeframes. 
Dealing with partial results of increasing completeness and correctness 
calls for effective methods that inform the user of the usefulness and 
completeness of the intermediated results they are forced to deal with 
using a PVA solution.

We encourage authors to submit their original research articles, works 
in progress, surveys, reviews, and viewpoint articles in this field. 
This Special Issue welcomes applications, theories, models, and 
frameworks—whether conceptual, analytical, prescriptive, predictive, 
design-related, or otherwise—that are concerned with (but not limited 
to) the following topics as they relate to PVA:

  * Adaptive data sampling/chunking
  * Approximate computation
  * Approximation
  * Clustering
  * Computational steering
  * Continuous interaction
  * Data subdivision
  * Device adaptation
  * Dimension reduction
  * Human–computer interaction
  * Incremental computation
  * Incremental visualization
  * Infrastructure
  * Interaction
  * Interaction traces
  * Interactive algorithms
  * Interactive exploration
  * Latency
  * Multi-threading
  * On line algorithms
  * Partial results approximation and significance
  * Partial results characterization and management
  * Progressive data analysis
  * Progressive data querying
  * Progressive refinement
  * Progressive visualization
  * Real time interaction
  * Real time updating
  * Toolkit
  * Uncertainty
  * Uncertainty and approximation visualization

Prof. Giuseppe Santucci
/Guest Editor/

=== Submission guidelines ===

http://www.mdpi.com/journal/informatics/special_issues/Progressive_Visual_Analytics


-- 
Prof. Giuseppe Santucci
Dipartimento di Ingegneria Informatica Automatica e Gestionale Antonio 
Ruberti
CIS Sapienza
Sapienza Universita' di Roma
Via Ariosto, 25 - 00185 Roma, Italy

Phone : +39 06 77274006
Fax   : +39 06 77274007
Fax   : +39 06 77274002 (if the above number does not work...)

E-mail : santucci at dis.uniroma1.it
URL    : http://www.diag.uniroma1.it/~santucci/

URL DIDATTICA        : http://www.diag.uniroma1.it/~santucci/didattica.html
RICEVIMENTO STUDENTI : Via Ariosto 25 stanza B218 - luned“ 14:30 - 16:30


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