Introductory overview: Recommendations for approaching scientific visualization with large environmental datasets

C Kelleher, A Braswell - Environmental Modelling & Software, 2021 - Elsevier
Scientific visualizations are the foundation for communicating results and findings to a
variety of audiences. As the creation of novel and large environmental datasets has grown …

[HTML][HTML] Let decision-makers direct the search for robust solutions: An interactive framework for multiobjective robust optimization under deep uncertainty

B Shavazipour, JH Kwakkel, K Miettinen - Environmental Modelling & …, 2025 - Elsevier
The robust decision-making framework (RDM) has been extended to consider multiple
objective functions and scenarios. However, the practical applications of these extensions …

Interactive IoT data visualization for decision making in business intelligence

L Zhang, B Vinodhini, T Maragatham - Arabian Journal for Science and …, 2021 - Springer
Data visualization is the science of analytical reasoning assisted by interactive data
analysis, and it has many applications in business fields. According to business strategies …

Improving visualization design for effective multi-objective decision making

B Dy, N Ibrahim, A Poorthuis… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Decision-makers across many professions are often required to make multi-objective
decisions over increasingly larger volumes of data with several competing criteria. Data …

An application of dimensionality reduction and visualization techniques for assessing water resources management alternatives

X Yang, Z Chen - Journal of Cleaner Production, 2024 - Elsevier
In the face of the increasing complexity of water resources management, the existing Multi-
criteria decision-making (MCDM) support tools often cannot effectively reduce the cognitive …

Exploratory analysis of multivariate data: Applications of parallel coordinates in ecology

O Alminagorta, CJG Loewen, DT de Kerckhove… - Ecological …, 2021 - Elsevier
Exploratory analysis of biological communities and their environmental factors requires
specialized tools to identify associations among variables and generate hypotheses about …

Visualisation for decision support in many-objective optimisation: State-of-the-art, guidance and future directions

J Hakanen, D Gold, K Miettinen, PM Reed - Many-Criteria Optimization …, 2023 - Springer
This chapter describes the state-of-the-art in visualisation for decision support processes in
problems with many objectives. Visualisation is an important part of a constructive decision …

post-MORDM: Mapping policies to synthesize optimization and robustness results for decision-maker compromise

N Bonham, J Kasprzyk, E Zagona - Environmental Modelling & Software, 2022 - Elsevier
This paper introduces post-MORDM, a decision-support framework that augments Many
Objective Robust Decision Making (MORDM). MORDM often creates an intractable number …

PMC-VIS: An Interactive Visualization Tool for Probabilistic Model Checking

M Korn, J Méndez, S Klüppelholz, R Langner… - … Conference on Software …, 2023 - Springer
State-of-the-art Probabilistic Model Checking (PMC) offers multiple engines for the
quantitative analysis of Markov Decision Processes (MDPs), including rewards modeling …

A metaheuristic based approach for the customer-centric perishable food distribution problem

H El Raoui, M Oudani, DA Pelta, A El Hilali Alaoui - Electronics, 2021 - mdpi.com
High transportation costs and poor quality of service are common vulnerabilities in various
logistics networks, especially in food distribution. Here we propose a many-objective …