深度学习模型用于水质指数预测的性能评估：LSTM、TCN、ANN与MLP的比较研究
机器学习
2024-11-05 v1
摘要
通过水质评估进行环境监测和水质指数(WQI)的预测建模。
引用
@article{arxiv.2411.01527,
title = {Performance Evaluation of Deep Learning Models for Water Quality Index Prediction: A Comparative Study of LSTM, TCN, ANN, and MLP},
author = {Muhammad Ismail and Farkhanda Abbas and Shahid Munir Shah and Mahmoud Aljawarneh and Lachhman Das Dhomeja and Fazila Abbas and Muhammad Shoaib and Abdulwahed Fahad Alrefaei and Mohammed Fahad Albeshr},
journal= {arXiv preprint arXiv:2411.01527},
year = {2024}
}
备注
18 pages