Application of digital technologies for ensuring agricultural productivity

R Abiri, N Rizan, SK Balasundram, AB Shahbazi… - Heliyon, 2023 - cell.com
Over the decades, agri-food security has become one of the most critical concerns in the
world. Sustainable agri-food production technologies have been reliable in mitigating …

Visualization in meteorology—a survey of techniques and tools for data analysis tasks

M Rautenhaus, M Böttinger, S Siemen… - … on Visualization and …, 2017 - ieeexplore.ieee.org
This article surveys the history and current state of the art of visualization in meteorology,
focusing on visualization techniques and tools used for meteorological data analysis. We …

Visualizing high-dimensional data: Advances in the past decade

S Liu, D Maljovec, B Wang, PT Bremer… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …

In pursuit of error: A survey of uncertainty visualization evaluation

J Hullman, X Qiao, M Correll, A Kale… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Understanding and accounting for uncertainty is critical to effectively reasoning about
visualized data. However, evaluating the impact of an uncertainty visualization is complex …

Understanding uncertainty in cyber-physical systems: a conceptual model

M Zhang, B Selic, S Ali, T Yue, O Okariz… - … and Applications: 12th …, 2016 - Springer
Uncertainty is intrinsic in most technical systems, including Cyber-Physical Systems (CPS).
Therefore, handling uncertainty in a graceful manner during the real operation of CPS is …

Hypothetical outcome plots help untrained observers judge trends in ambiguous data

A Kale, F Nguyen, M Kay… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Animated representations of outcomes drawn from distributions (hypothetical outcome plots,
or HOPs) are used in the media and other public venues to communicate uncertainty. HOPs …

Contour boxplots: A method for characterizing uncertainty in feature sets from simulation ensembles

RT Whitaker, M Mirzargar… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Ensembles of numerical simulations are used in a variety of applications, such as
meteorology or computational solid mechanics, in order to quantify the uncertainty or …

A survey of topology‐based methods in visualization

C Heine, H Leitte, M Hlawitschka… - Computer Graphics …, 2016 - Wiley Online Library
This paper presents the state of the art in the area of topology‐based visualization. It
describes the process and results of an extensive annotation for generating a definition and …

Visual exploration of semantic relationships in neural word embeddings

S Liu, PT Bremer, JJ Thiagarajan… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Constructing distributed representations for words through neural language models and
using the resulting vector spaces for analysis has become a crucial component of natural …

Recent advances and challenges in uncertainty visualization: a survey

A Kamal, P Dhakal, AY Javaid, VK Devabhaktuni… - Journal of …, 2021 - Springer
With data comes uncertainty, which is a widespread and frequent phenomenon in data
science and analysis. The amount of information available to us is growing exponentially …