A multi-dimension predictor based on PDRNN

被引：0
|
作者：
Wang, TZ [1 ]
Tang, TH [1 ]
机构：
[1] Shanghai Maritime Univ, Dept Elect & Control Engn, Shanghai 200135, Peoples R China
来源：
2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3 | 2004年
关键词：
neural networks; predict; data mining;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a new multi-dimension predictive model based on the diagonal recurrent neural networks (PDRNN) with a parallel learning algorithm. This method can be used to predict not only values, but also some points in the multi-dimension space. And also its applications in data mining will be discussed in the paper. Some analysis results show the significant improvement to ship route prediction using the PDRNN algorithm in database of geographic information system (GIS).
引用
收藏
页码：1359 / 1364
页数：6
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