Genetic algorithm optimized a deep learning method with attention mechanism for soil moisture prediction

A Kara, E Pekel, E Ozcetin, GB Yıldız - Neural Computing and Applications, 2024 - Springer
Accurate and effective soil moisture prediction has gradually attracted attention due to the
management of agricultural activities and the practical usage of water resources. Therefore …

RD-NMSVM: neural mapping support vector machine based on parameter regularization and knowledge distillation

J Han, T Zhang, Y Li, Z Liu - … Journal of Machine Learning and Cybernetics, 2022 - Springer
Artificial neural networks (ANNs) model has made remarkable achievements in many fields.
Therefore, we have greater expectation for it, expecting it to have the same intelligence as …

深度层次注意力矩阵分解

李建红, 苏晓倩, 吴彩虹 - 计算机工程与科学, 2023 - joces.nudt.edu.cn
矩阵分解由于其较好的评分预测能力而被广泛应用于的个性化推荐中, 很多模型也在矩阵分解的
基础上改进以提升推荐性能. 但是, 这些模型由于获取用户偏好信息的能力有限而导致其推荐 …

Generative Adversarial Networks Based on Contrastive Learning for Sequential Recommendation

L Jianhong, W Yue, Y Taotao, S Chengyuan… - Asia-Pacific Web …, 2023 - Springer
Abstract Generative Adversarial Networks (GAN) has made key breakthroughs in computer
vision and other fields, so some scholars have tried to apply it to sequential …

A multi-task prediction method for acid concentration based on attention-CLSTM

ZHU Xiaoyan, LIU Yong, CAO Jianzhao, W Xiwen… - 2022 - researchsquare.com
The accurate measurement of acid concentration, including hydrogen chloride (HCl) and
ferrous chloride concentrations (FeCl 2), is a critical part of ensuring the quality of strip steel …