Interval time series forecasting: A systematic literature review

P Wang, SH Gurmani, Z Tao, J Liu… - Journal of …, 2024 - Wiley Online Library
Interval time series forecasting can be used for forecasting special symbolic data comprising
lower and upper bounds and plays an important role in handling the complexity, instability …

Intelligent cross-entropy optimizer: A novel machine learning-based meta-heuristic for global optimization

S Farahmand-Tabar, P Ashtari - Swarm and Evolutionary Computation, 2024 - Elsevier
Abstract Machine Learning (ML) features are extensively applied in various domains,
notably in the context of Metaheuristic (MH) optimization methods. While MHs are known for …

Research on dynamic path planning of multi-AGVs based on reinforcement learning

Y Bai, X Ding, D Hu, Y Jiang - Applied Sciences, 2022 - mdpi.com
Automatic guided vehicles have become an important part of transporting goods in dynamic
environments, and how to design an efficient path planning method for multiple AGVs is a …

Regression applied to symbolic interval-spatial data

WWL Freitas, RMCR de Souza, GJA Amaral… - Applied …, 2024 - Springer
Symbolic data analysis is a research area related to machine learning and statistics, which
provides tools to describe geo-objects, and enables several types of variables to be dealt …

Identification and Mapping of High Nature Value Farmland in the Yellow River Delta Using Landsat-8 Multispectral Data

C Li, F Lin, A Aizezi, Z Zhang, Y Song… - … International Journal of …, 2022 - mdpi.com
The development of high nature value farmland (HNVf) can effectively improve the problems
of biodiversity reduction, non-point source pollution and carbon loss in intensive farmland …

Data acquisition system of Internet of Things based on Kohonen multi-protocol adaptation

C Wang, X Zhang, X Zhu, H Yu… - … Conference on Frontiers …, 2022 - spiedigitallibrary.org
With the development of highway information, according to the actual demand of highway
electromechanical equipment management, this paper designs a multi-protocol internet of …