A long-term dissolved oxygen prediction model in aquaculture using transformer with a dynamic adaptive mechanism

D Li, J Hu, M Li, S Zhao - Expert Systems with Applications, 2025 - Elsevier
Abstract The prediction of Dissolved Oxygen (DO) in oceans is crucial for the survival of
marine life and the management of marine farms. However, due to the inherent instability …

Anomalous White Shrimp Detection in Intensive Farming based on Improved YOLOv8

X Ran, B Li, Y Zhang, M Kong, Q Duan - Aquacultural Engineering, 2024 - Elsevier
Timely detection of anomalous shrimp is crucial for ensuring farming safety. Therefore, this
study developed an effective model to detect abnormal shrimp behaviors, including curling …

Workload forecasting of a logistic node using Bayesian neural networks

E Nakilcioglu - arXiv preprint arXiv:2211.04976, 2022 - arxiv.org
Purpose: Traffic volume in empty container depots has been highly volatile due to external
factors. Forecasting the expected container truck traffic along with having a dynamic module …