Clustering and classification for time series data in visual analytics: A survey

M Ali, A Alqahtani, MW Jones, X **e - IEEE Access, 2019 - ieeexplore.ieee.org
Visual analytics for time series data has received a considerable amount of attention.
Different approaches have been developed to understand the characteristics of the data and …

Visually driven analysis of movement data by progressive clustering

S Rinzivillo, D Pedreschi, M Nanni… - Information …, 2008 - journals.sagepub.com
The paper investigates the possibilities of using clustering techniques in visual exploration
and analysis of large numbers of trajectories, that is, sequences of time-stamped locations of …

Visual cluster analysis of trajectory data with interactive kohonen maps

T Schreck, J Bernard… - Information …, 2009 - journals.sagepub.com
Visual-interactive cluster analysis provides valuable tools for effectively analyzing large and
complex data sets. Owing to desirable properties and an inherent predisposition for …

Visual analysis of route diversity

H Liu, Y Gao, L Lu, S Liu, H Qu… - 2011 IEEE conference on …, 2011 - ieeexplore.ieee.org
Route suggestion is an important feature of GPS navigation systems. Recently, Microsoft T-
drive has been enabled to suggest routes chosen by experienced taxi drivers for given …

A survey on visual analysis approaches for financial data

S Ko, I Cho, S Afzal, C Yau, J Chae… - Computer Graphics …, 2016 - Wiley Online Library
Market participants and businesses have made tremendous efforts to make the best
decisions in a timely manner under varying economic and business circumstances. As such …

[HTML][HTML] Identifying, exploring, and interpreting time series shapes in multivariate time intervals

G Shirato, N Andrienko, G Andrienko - Visual informatics, 2023 - Elsevier
We introduce a concept of episode referring to a time interval in the development of a
dynamic phenomenon that is characterized by multiple time-variant attributes. A data …

Visual market sector analysis for financial time series data

H Ziegler, M Jenny, T Gruse… - 2010 IEEE Symposium on …, 2010 - ieeexplore.ieee.org
The massive amount of financial time series data that originates from the stock market
generates large amounts of complex data of high interest. However, adequate solutions that …