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CAS IR Grid
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自动化研究所 [10]
长春光学精密机械与物... [2]
遥感与数字地球研究所 [2]
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OAI收割 [19]
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期刊论文 [12]
会议论文 [5]
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学位论文 [1]
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2015 [1]
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Hyperspectral Remote Sensing Image Classification Based on Three-Dimensional Convolution Neural Network Combined with Conditional Random Field Optimization
期刊论文
OAI收割
Guangxue Xuebao/Acta Optica Sinica, 2018, 卷号: 38, 期号: 8
作者:
Li, Zhuqiang
;
Zhu, Ruifei
;
Gao, Fang
;
Meng, Xiangyu
;
An, Yuan
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/09/17
Classification (of information)
Convolution
Deep learning
Hyperspectral imaging
Image classification
Image enhancement
Independent component analysis
Random processes
Remote sensing
Spectroscopy
Statistical tests
Simulation and classification of the impacts of projected climate change on flow regimes in the arid Hexi Corridor of Northwest China
SCI/SSCI论文
OAI收割
2015
作者:
Zhang Y. Y.
;
Fu, G. B.
;
Sun, B. Y.
;
Zhang, S. F.
;
Men, B. H.
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2015/12/09
flow regime characteristics
climate change
hydrological model
statistical classification
Hexi Corridor
shiyang river-basin
global water-resources
semiarid regions
heihe
river
land-use
model
runoff
streamflow
scenarios
management
An evaluation of statistical methods in handwritten hangul recognition
期刊论文
OAI收割
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2013, 卷号: 16, 期号: 3, 页码: 273-283
作者:
Park, Gyu-Ro
;
Kim, In-Jung
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2015/08/12
Handwritten hangul recognition
Statistical methods
Character normalization
Feature extraction
Classification
On hyperspectral remotely sensed image classification based on MNF and AdaBoosting (EI CONFERENCE)
会议论文
OAI收割
2012 3rd IEEE/IET International Conference on Audio, Language and Image Processing, ICALIP 2012, July 16, 2012 - July 18, 2012, Shanghai, China
作者:
Yu P.
;
Yu P.
;
Gao X.
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2013/03/25
As an effective statistical learning tool
AdaBoosting has been widely used in the field of pattern recognition. In this paper
a new method is proposed to improve the classification performance of hyperspectral images by combining the minimum noise fraction (MNF) and AdaBoosting. Because the hyperspectral imagery has many bands which have strong correlation and high redundancy
the hyperspectral data are pre-processed by the minimum noise fraction to reduce the data's dimensionality
whilst to remove noise bands simultaneously. Then
we use an AdaBoost algorithm to conduct the classification of hyperspectral remotely sensed image. Experimental results show that the classification accuracy is improved and the time of calculation is reduced as well. 2012 IEEE.
A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning
期刊论文
OAI收割
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 7, 页码: 1572-1581
作者:
Xia, Fen
;
Yang, Yan-wu
;
Zhou, Liang
;
Li, Fuxin
;
Cai, Min
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2015/08/12
Cost-sensitive learning
Supervised learning
Statistical learning theory
Classification
Automated estimation of stellar fundamental parameters from low resolution spectra: the PLS method
期刊论文
OAI收割
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2009, 卷号: 9, 期号: 6, 页码: 712-724
作者:
Zhang, Jian-Nan
;
Luo, A-Li
;
Zhao, Yong-Heng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2017/04/11
methods: data analysis
methods: statistical
stars: fundamental parameters (classification, temperatures, metallicity)
techniques: spectroscopic
surveys
Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2009, 卷号: 78, 期号: 5, 页码: 308-320
作者:
Lu, Hsin-Min
;
Chen, Hsinchun
;
Zeng, Daniel
;
King, Chwan-Chuen
;
Shih, Fuh-Yuan
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2015/08/12
Communicable disease control
Medical records
Multilingual chief complaint classification
Syndromic surveillance
Statistical pattern extraction
Random forest algorithm for classification of multiwavelength data
期刊论文
OAI收割
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2009, 卷号: 9, 期号: 2, 页码: 220-226
作者:
Gao, Dan
;
Zhang, Yan-Xia
;
Zhao, Yong-Heng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2017/06/20
classification
astronomical databases: miscellaneous
catalogs
methods: data analysis
methods: statistical
Ontology-enhanced automatic chief complaint classification for syndromic surveillance
期刊论文
OAI收割
JOURNAL OF BIOMEDICAL INFORMATICS, 2008, 卷号: 41, 期号: 2, 页码: 340-356
作者:
Lu, Hsin-Min
;
Zeng, Daniel
;
Trujillo, Lea
;
Komatsu, Ken
;
Chen, Hsinchun
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2015/11/08
medical ontology
UMLS
free-text chief complaints
chief complaint classification
syndromic surveillance
bootstrapping
statistical evaluation
Ontology-enhanced automatic chief complaint classification for syndromic surveillance
期刊论文
OAI收割
JOURNAL OF BIOMEDICAL INFORMATICS, 2008, 卷号: 41, 期号: 2, 页码: 340-356
作者:
Lu, Hsin-Min
;
Zeng, Daniel
;
Trujillo, Lea
;
Komatsu, Ken
;
Chen, Hsinchun
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2015/11/08
medical ontology
UMLS
free-text chief complaints
chief complaint classification
syndromic surveillance
bootstrapping
statistical evaluation