The interactive visualization gap in initial exploratory data analysis

A Batch, N Elmqvist - IEEE transactions on visualization and …, 2017‏ - ieeexplore.ieee.org
Data scientists and other analytic professionals often use interactive visualization in the
dissemination phase at the end of a workflow during which findings are communicated to a …

A framework for creative visualization-opportunities workshops

E Kerzner, S Goodwin, J Dykes… - IEEE transactions on …, 2018‏ - ieeexplore.ieee.org
Applied visualization researchers often work closely with domain collaborators to explore
new and useful applications of visualization. The early stages of collaborations are typically …

Supporting the problem-solving loop: Designing highly interactive optimisation systems

J Liu, T Dwyer, G Tack, S Gratzl… - IEEE Transactions on …, 2020‏ - ieeexplore.ieee.org
Efficient optimisation algorithms have become important tools for finding high-quality
solutions to hard, real-world problems such as production scheduling, timetabling, or vehicle …

Progress towards the holy grail

EC Freuder - Constraints, 2018‏ - Springer
Progress towards the Holy Grail | Constraints Skip to main content Springer Nature Link
Account Menu Find a journal Publish with us Track your research Search Cart 1.Home 2.Constraints …

Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language

PP Dakle, S Kadıoğlu, K Uppuluri, R Politi… - … on Integration of …, 2023‏ - Springer
Solving combinatorial optimization problems involves a two-stage process that follows the
model-and-run approach. First, a user is responsible for formulating the problem at hand as …

Frontier of information visualization and visual analytics in 2016

M Lu, S Chen, C Lai, L Lin, X Yuan - Journal of Visualization, 2017‏ - Springer
Visualization has evolved into a flourishing research field in recent 30 years. There are
substantial visualization methodologies and applications published every year. Most of …

Understanding the relationship between interactive optimisation and visual analytics in the context of prostate brachytherapy

J Liu, T Dwyer, K Marriott, J Millar… - IEEE transactions on …, 2017‏ - ieeexplore.ieee.org
The fields of operations research and computer science have long sought to find automatic
solver techniques that can find high-quality solutions to difficult real-world optimisation …

[HTML][HTML] The data visualisation and immersive analytics research lab at monash university

T Dwyer, M Cordeil, T Czauderna, PD Haghighi, B Ens… - Visual Informatics, 2020‏ - Elsevier
This article reviews two decades of research in topics in Information Visualisation emerging
from the Data Visualisation and Immersive Analytics Lab at Monash University Australia …

Ferry: Toward Better Understanding of Input/Output Space for Data Wrangling Scripts

Z Luo, K **ong, J Zhu, R Chen, X Shu… - … on Visualization and …, 2024‏ - ieeexplore.ieee.org
Understanding the input and output of data wrangling scripts is crucial for various tasks like
debugging code and onboarding new data. However, existing research on script …

Understanding how people approach constraint modelling and solving

R Hoffmann, X Zhu, Ö Akgün… - … Conference on Principles …, 2022‏ - drops.dagstuhl.de
Research in constraint programming typically focuses on problem solving efficiency.
However, the way users conceptualise problems and communicate with constraint …