Review of visual analytics methods for food safety risks

Y Chen, C Wu, Q Zhang, D Wu - npj Science of Food, 2023 - nature.com
With the availability of big data for food safety, more and more advanced data analysis
methods are being applied to risk analysis and prewarning (RAPW). Visual analytics, which …

Health-aware food recommendation based on knowledge graph and multi-task learning

Y Chen, Y Guo, Q Fan, Q Zhang, Y Dong - Foods, 2023 - mdpi.com
Current food recommender systems tend to prioritize either the user's dietary preferences or
the healthiness of the food, without considering the importance of personalized health …

Intelligent Waste-Volume Management Method in the Smart City Concept

K Lipianina-Honcharenko, M Komar, O Osolinskyi… - Smart Cities, 2023 - mdpi.com
This research paper proposes an innovative approach to urban waste management using
intelligent methods of classification, clustering, and forecasting. The application of this …

Prediction and Visual Analysis of Food Safety Risk Based on TabNet-GRA

Y Chen, H Li, H Dou, H Wen, Y Dong - Foods, 2023 - mdpi.com
Food safety risk prediction is crucial for timely hazard detection and effective control. This
study proposes a novel risk prediction method for food safety called TabNet-GRA, which …

Unveiling the Potential of BERTopic for Multilingual Fake News Analysis--Use Case: Covid-19

K Schäfer, JE Choi, I Vogel, M Steinebach - arXiv preprint arXiv …, 2024 - arxiv.org
Topic modeling is frequently being used for analysing large text corpora such as news
articles or social media data. BERTopic, consisting of sentence embedding, dimension …

AirPollutionViz: visual analytics for understanding the spatio-temporal evolution of air pollution

X Yue, D Feng, D Sun, C Liu, H Qin, H Hu - Journal of Visualization, 2024 - Springer
Spatio-temporal evolution analysis has been a critical topic of air pollution research.
However, there are still several difficulties caused by the large scale and dimensionality of …

Analysis of Antioxidant Capacity Variation among Thai Holy Basil Cultivars (Ocimum tenuiflorum L.) Using Density-Based Clustering Algorithm

T Saelao, P Chutimanukul, A Suratanee, K Plaimas - Horticulturae, 2023 - mdpi.com
Holy basil (Ocimum tenuiflorum L.) is a widely renowned herb for its abundance of bioactive
compounds and medicinal applications. Nevertheless, there exists a dearth of knowledge …

Where do they go next? Causal inference-based prediction and visual analysis of graduates' first destination

Y Chen, W Wei, L Wang, Y Dong, CJ Liang - Journal of Visualization, 2024 - Springer
Predicting graduates' first destinations in advance is crucial for targeted career planning and
strategic curriculum development. The relationship between first destinations and academic …

Data-driven insights into urban intersections: visual analytics of high-value scene

B Yang, H Tang, X Wang, X Liang… - … computer graphics and …, 2024 - ieeexplore.ieee.org
In this paper, we propose TraVis, an interactive system that allows users to explore and
analyze complex traffic trajectory data at urban intersections. Trajectory data contains a …

[HTML][HTML] Training a language model to learn the syntax of commands

Z Hussain, JK Nurminen, P Ranta-aho - Array, 2024 - Elsevier
To protect systems from malicious activities, it is important to differentiate between valid and
harmful commands. One way to achieve this is by learning the syntax of the commands …