Visual‐Interactive Preprocessing of Multivariate Time Series Data

What is uncertainty quantification?

(2018) Roberta Lima et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Commercial Visual Analytics Systems-Advances in the Big Data Analytics Field

(2018) Michael Behrisch et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Where's My Data? Evaluating Visualizations with Missing Data

(2018)   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Looks Good To Me: Visualizations As Sanity Checks

(2018) Michael Correll et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Comparing Similarity Perception in Time Series Visualizations

(2018) Anna Gogolou et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation

(2018) Jessica Hullman et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visualization System Requirements for Data Processing Pipeline Design and Optimization

(2017) Tatiana von Landesberger et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visualization in Meteorology --- A Survey of Techniques and Tools for Data Analysis Tasks

(2017) Marc Rautenhaus et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visplause: Visual Data Quality Assessment of Many Time Series Using Plausibility Checks

(2017) Clemens Arbesser et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

(2017) Dominik Sacha et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Characterizing Guidance in Visual Analytics

(2017) Davide Ceneda et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

What you see is what you can change: Human-centered machine learning by interactive visualization

(2017) Dominik Sacha et al.   NEUROCOMPUTING

The Role of Uncertainty, Awareness, and Trust in Visual Analytics

(2016) Dominik Sacha et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Time Curves: Folding Time to Visualize Patterns of Temporal Evolution in Data

(2016) Benjamin Bach et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visual Encodings of Temporal Uncertainty: A Comparative User Study

(2016) Theresia Gschwandtner et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visual Parameter Space Analysis: A Conceptual Framework

(2014) Michael Sedlmair et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visual Analytics for Model Selection in Time Series Analysis

(2013) Markus Bogl et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation

(2013) Jurgen Bernard et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Time-series data mining

(2012) Philippe Esling et al.   ACM COMPUTING SURVEYS

A visual analytics framework for spatio-temporal analysis and modelling

(2012) Natalia Andrienko et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Visualizing Flow of Uncertainty through Analytical Processes

(2012) Yingcai Wu et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Exploratory Analysis of Time-Series with ChronoLenses

(2011) Jian Zhao et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Visual comparison for information visualization

(2011) Michael Gleicher et al.   Information Visualization

Research directions in data wrangling: Visualizations and transformations for usable and credible data

(2011) Sean Kandel et al.   Information Visualization

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Graphical Perception of Multiple Time Series

(2010) W Javed et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

EventRiver: Visually Exploring Text Collections with Temporal References

(2010) Dongning Luo et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Stacked Graphs – Geometry & Aesthetics

(2008) L. Byron et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS