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Outlier detection algorithm based on SOM neural network for spatial series dataset
会议论文
Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018
作者:
Liu, Y.
;
Lu, H.
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Conformal mapping
Data handling
Data mining
Self organizing maps
Signal detection
Statistics
Outlier Detection
Outlier detection algorithm
Som neural networks
Spatial series dataset
Clustering algorithms
PSOM: Periodic Self-Organizing Maps for Unsupervised Anomaly Detection in Periodic Time Series
会议论文
2017 IEEE/ACM 25TH INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2017-01-01
作者:
Zhang, Shupeng
;
Fung, Carol
;
Huang, Shaohan
;
Luan, Zhongzhi
;
Qian, Depei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
PSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series
会议论文
25th IEEE/ACM International Symposium on Quality of Service, IWQoS 2017, Vilanova i la Geltru, Spain, 2017-06-14
作者:
Zhang, Shupeng
;
Fung, Carol
;
Huang, Shaohan
;
Luan, Zhongzhi
;
Qian, Depei
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Characterization of Turbine Vane Roughness Variations Using Self-Organizing Maps
会议论文
ASME, 2015
作者:
Stephen T. McClain
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  |  
浏览/下载:7/0
  |  
提交时间:2016/01/24
The application of SOM network to particle tracking velocimetry in a wind-blown sand flow
会议论文
作者:
Ji, Liqun
;
Yang, Fusheng
;
Ji, Liqun
;
Guan, Min
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
recovery ratio
artificial neuron network
wind blown sand
self-organizing maps
particle tracking velocimetry
Pile samples selection method based on self-organizing maps neural network
会议论文
2012 International Conference on Civil, Architectural and Hydraulic Engineering, ICCAHE 2012, Zhangjiajie, China, August 10, 2012 - August 12, 2012
作者:
Liu, Sisi*
;
Fan, Yunlei
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/28
Pile Foundation
Sample Selection
Neural Network
Self-Organizing Maps
Back-Propagation Algorithm
Self-organizing map clustering analysis for molecular data
会议论文
ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 3rd International Symposium on Neural Networks (ISSN 2006), Chengdu, PEOPLES R CHINA, Web of Science
Wang, Lin
;
Jiang, Minghu
;
Lu, Yinghua
;
Noe, Frank
;
Smith, Jeremy C.
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  |  
浏览/下载:1/0
An intelligent method for early design and decision of space payload (EI CONFERENCE)
会议论文
2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010, December 10, 2010 - December 12, 2010, Shanghai, China
Wen M.
;
Han C.-S.
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  |  
浏览/下载:13/0
  |  
提交时间:2013/03/25
This paper is concerned with the design and decision method of space payload in the early design phase. The objective is to develop a generalized intelligent framework to assist designers in designing space payload. A multi-level method is introduced
which is based on the combination of case-based reasoning (CBR)
multicriteria rough sets theory (MRST) and kernel-based self-organizing maps (KSOM). The first is CBR module
which aims to help designers to obtain some similar cases of the new situation. The second is MRST module
which can extract the decision rules of configuration seletion. The third is KSOM module
which can reduce the variable range and design space of the space payload. The results demonstrate the effectiveness of the proposed design method. 2010 IEEE.
Dynamic and adaptive self organizing maps applied to high dimensional large scale text clustering
会议论文
作者:
Feng, Zhonghui
;
Bao, Junpeng
;
Shen, Junyi
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  |  
浏览/下载:1/0
  |  
提交时间:2019/12/18
Competitive learning
Dynamic architecture
High-dimensional
Nearest neighbors
Novel neural network
Text Clustering
Topology structure
Training process
Analysis of Soil Moisture and Overland Flow Generation Using Cellular Automata and Self-organizing Feature Maps
会议论文
作者:
Zhang, Xiang
;
Hu, Xianqun
;
Hu, Tiesong
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
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