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中国科学院西安光学精密机械研究所机构知识库
Xi'an Institute of Optics and Precision Mechanics,CAS
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浏览/检索结果:
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Classification of self-limited epilepsy with centrotemporal spikes by classical machine learning and deep learning based on electroencephalogram data
期刊论文
BRAIN RESEARCH, 2024, 卷号: 1830
作者:
Liu, Xi
;
Zhang, Xinming
;
Yu, Tao
;
Dang, Ruochen
;
Li, Jian
;
Hu, Bingliang
;
Wang, Quan
;
Luo, Rong
Adobe PDF(5015Kb)
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浏览/下载:43/0
  |  
提交时间:2024/07/15
Epilepsy
Electroencephalogram
Sharp wave extraction
Machine learning
Random forest
Residual network
Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis
期刊论文
Vibrational Spectroscopy, 2023, 卷号: 128
作者:
Yan, Hui
;
Fan, Wen-Hui
;
Qin, Chong
;
Jiang, Xiao-Qiang
;
Zhang, Yu-Ming
Adobe PDF(6336Kb)
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收藏
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浏览/下载:62/1
  |  
提交时间:2023/09/08
Terahertz spectroscopy
Machine learning
Multicomponent mixtures
SMMA
SVR
Performance Assessment of Four Data-Driven Machine Learning Models: A Case to Generate Sentinel-2 Albedo at 10 Meters
期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 10
作者:
Chen, Hao
;
Lin, Xingwen
;
Sun, Yibo
;
Wen, Jianguang
;
Wu, Xiaodan
;
You, Dongqin
;
Cheng, Juan
;
Zhang, Zhenzhen
;
Zhang, Zhaoyang
;
Wu, Chaofan
;
Zhang, Fei
;
Yin, Kechen
;
Jian, Huaxue
;
Guan, Xinyu
Adobe PDF(13289Kb)
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收藏
  |  
浏览/下载:72/0
  |  
提交时间:2023/07/03
Sentinel-2
albedo
data-driven machine learning algorithms
remote sensing
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:
Zhao, Yubo
;
Yu, Tao
;
Hu, Bingliang
;
Zhang, Zhoufeng
;
Liu, Yuyang
;
Liu, Xiao
;
Liu, Hong
;
Liu, Jiacheng
;
Wang, Xueji
;
Song, Shuyao
Adobe PDF(6255Kb)
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浏览/下载:128/0
  |  
提交时间:2022/12/02
water quality monitoring
near-surface remote sensing
machine learning algorithm
ensemble learning model
Staging of Skin Cancer Based on Hyperspectral Microscopic Imaging and Machine Learning
期刊论文
BIOSENSORS-BASEL, 2022, 卷号: 12, 期号: 10
作者:
Liu, Lixin
;
Qi, Meijie
;
Li, Yanru
;
Liu, Yujie
;
Liu, Xing
;
Zhang, Zhoufeng
;
Qu, Junle
Adobe PDF(2884Kb)
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浏览/下载:124/0
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提交时间:2022/11/11
hyperspectral microscopic imaging technology
machine learning
skin cancer
cancer classification
staging identification
Component spectra extraction and quantitative analysis for preservative mixtures by combining terahertz spectroscopy and machine learning
期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2022, 卷号: 271
作者:
Yan, Hui
;
Fan, Wenhui
;
Chen, Xu
;
Wang, Hanqi
;
Qin, Chong
;
Jiang, Xiaoqiang
Adobe PDF(2170Kb)
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浏览/下载:215/1
  |  
提交时间:2022/02/09
Preservative mixtures
Terahertz spectroscopy
Machine learning
SVD
NMF
SVR
Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 12, 页码: 10035-10046
作者:
Gong, Tengfei
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
Adobe PDF(4091Kb)
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收藏
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浏览/下载:148/1
  |  
提交时间:2021/12/10
Feature extraction
Optics
Distributed databases
Adversarial machine learning
Technological innovation
Sensors
Remote sensing
Cross-domain scene classification
incomplete source
multisource domain adaptation
unknown categories
Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 12, 页码: 6240-6252
作者:
Chen, Yaxiong
;
Lu, Xiaoqiang
Adobe PDF(2358Kb)
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  |  
浏览/下载:171/0
  |  
提交时间:2022/01/26
Semantics
Binary codes
Image retrieval
Force
Machine learning
Cybernetics
Benchmark testing
Category-level semantics
deep feature similarity
deep hashing
image retrieval
Property-Constrained Dual Learning for Video Summarization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 3989-4000
作者:
Zhao, Bin
;
Li, Xuelong
;
Lu, Xiaoqiang
Adobe PDF(2537Kb)
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收藏
  |  
浏览/下载:206/0
  |  
提交时间:2020/11/02
Generators
Task analysis
Recurrent neural networks
Machine learning
Training
Semantics
Learning systems
Dual learning
property model
recurrent neural network (RNN)
video summarization
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning
期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:
Sun, Chen
;
Feng, Luwei
;
Zhang, Zhou
;
Ma, Yuchi
;
Crosby, Trevor
;
Naber, Mack
;
Wang, Yi
Adobe PDF(2706Kb)
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浏览/下载:170/0
  |  
提交时间:2020/10/26
hyperspectral imaging
machine learning
tuber yield
tuber set
unmanned aerial vehicles