Visual analytics of mobility and transportation: State of the art and further research directions

G Andrienko, N Andrienko, W Chen… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Many cities and countries are now striving to create intelligent transportation systems that
utilize the current abundance of multisource and multiform data related to the functionality …

A survey of colormaps in visualization

L Zhou, CD Hansen - IEEE transactions on visualization and …, 2015 - ieeexplore.ieee.org
Colormaps are a vital method for users to gain insights into data in a visualization. With a
good choice of colormaps, users are able to acquire information in the data more effectively …

Approximated and user steerable tSNE for progressive visual analytics

N Pezzotti, BPF Lelieveldt… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Progressive Visual Analytics aims at improving the interactivity in existing analytics
techniques by means of visualization as well as interaction with intermediate results. One …

A survey of traffic data visualization

W Chen, F Guo, FY Wang - IEEE Transactions on intelligent …, 2015 - ieeexplore.ieee.org
Data-driven intelligent transportation systems utilize data resources generated within
intelligent systems to improve the performance of transportation systems and provide …

Deepeyes: Progressive visual analytics for designing deep neural networks

N Pezzotti, T Höllt, J Van Gemert… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Deep neural networks are now rivaling human accuracy in several pattern recognition
problems. Compared to traditional classifiers, where features are handcrafted, neural …

Cytosplore: interactive immune cell phenotyping for large single‐cell datasets

T Höllt, N Pezzotti, V van Unen, F Koning… - Computer Graphics …, 2016 - Wiley Online Library
To understand how the immune system works, one needs to have a clear picture of its
cellular compositon and the cells' corresponding properties and functionality. Mass …

Ship collision risk analysis: modeling, visualization and prediction

RW Liu, X Huo, M Liang, K Wang - Ocean Engineering, 2022 - Elsevier
Ship collisions are the primary threat to traffic safety in the sea, which can seriously threaten
human lives, the environment and material assets. Therefore, the detection and analyze of …

Composite density maps for multivariate trajectories

R Scheepens, N Willems… - … on Visualization and …, 2011 - ieeexplore.ieee.org
We consider moving objects as multivariate time-series. By visually analyzing the attributes,
patterns may appear that explain why certain movements have occurred. Density maps as …

Maritime traffic route detection framework based on statistical density analysis from AIS data using a clustering algorithm

JS Lee, HT Lee, IS Cho - IEEE Access, 2022 - ieeexplore.ieee.org
Maritime traffic routes by ships navigation vary according to country and geographic
characteristics, and they differ according to the characteristics of the ships. In ocean areas …

Connecting human-robot interaction and data visualization

D Szafir, DA Szafir - Proceedings of the 2021 ACM/IEEE International …, 2021 - dl.acm.org
Human-robot interaction (HRI) research frequently explores how to design interfaces that
enable humans to effectively teleoperate and supervise robots. One of the principle goals of …