Model for non-periodic time series prediction

In practical applications, purely periodic data is relatively rare, and most data often exhibit non-periodic characteristics, making it challenging to predict or describe through simple periodic changes. Single neural network frequently encounters issues such as overfitting, difficulties in capturin...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	CAO Jianwen, WEI Xingbao, YANG Yi, LI Caihong, ZHAO Wenqing
Формат:	Artigo
Хэл сонгох:	Chinês
Хэвлэсэн:	China InfoCom Media Group 2025-01-01
Цуврал:	大数据
Нөхцлүүд:	time series forecasting convolutional neural network LSTNet Informer
Онлайн хандалт:	http://www.j-bigdataresearch.com.cn/zh/article/doi/10.11959/j.issn.2096-0271.2025010/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!