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A deep one-dimensional convolutional neural network for microplastics classification using Raman spectroscopy
期刊论文
VIBRATIONAL SPECTROSCOPY, 2023, 卷号: 124, 页码: 14
作者:
Zhang, Wei
;
Feng, Weiwei
;
Cai, Zongqi
;
Wang, Huanqing
;
Yan, Qi
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/08/17
Microplastics pollution
Classification
Raman spectroscopy
Convolutional neural networks
Combining 2D texture and 3D geometry features for Reliable iris presentation attack detection using light field focal stack
期刊论文
IET BIOMETRICS, 2022, 页码: 10
作者:
Luo, Zhengquan
;
Wang, Yunlong
;
Liu, Nianfeng
;
Wang, Zilei
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
A Method for Identifying Geospatial Data Sharing Websites by Combining Multi-Source Semantic Information and Machine Learning
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 18, 页码: 19
作者:
Cheng, Quanying
;
Zhu, Yunqiang
;
Zeng, Hongyun
;
Song, Jia
;
Wang, Shu
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/11/05
geospatial data sharing website
multi-source semantic information
website classification
natural language processing technology
machine learning
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
作者:
Zhang, Chuncheng
;
Qiu, Shuang
;
Wang, Shengpei
;
He, Huiguang
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  |  
浏览/下载:42/0
  |  
提交时间:2021/04/27
RSVP
ERP
MEG
CNN
SVM
Predicting HIV-1 Protease Cleavage Sites With Positive-Unlabeled Learning
期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 期号: 3, 页码: 1-11
作者:
Li, ZF (Li, Zhenfeng)[ 1 ]
;
Hu, L (Hu, Lun)[ 2 ]
;
Tang, ZH (Tang, Zehai)[ 1 ]
;
Zhao, C (Zhao, Cheng)[ 1 ]
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  |  
浏览/下载:35/0
  |  
提交时间:2021/05/06
HIV-1 protease
cleavage site prediction
positive-unlabeled learning
biased SVM
substrate specificity
A fast fused part-based model with new deep feature for pedestrian detection and security monitoring
期刊论文
MEASUREMENT, 2020, 卷号: 151, 期号: 1, 页码: 12
作者:
Cheng, Eric Juwei
;
Prasad, Mukesh
;
Yang, Jie
;
Khanna, Pritee
;
Chen, Bing-Hong
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/03/30
Pedestrian detection
Haar-like feature
Deep fused feature
Deformable partmodel
Security monitoring
Automatic Classification of Cardiac Arrhythmias Based on Hybrid Features and Decision Tree Algorithm
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 551-561
作者:
Santanu Sahoo
;
Asit Subudhi
;
Manasa Dash
;
Sukanta Sabut
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/02/22
Electrocardiogram (ECG)
cardiac arrhythmias
empirical mode decomposition (EMD)
variational mode decomposition (VMD)
hybrid features
decision tree classifier.
Understanding Nonverbal Communication Cues of Human Personality Traits in Human-Robot Interaction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1465-1477
作者:
Zhihao Shen
;
Armagan Elibol
;
Nak Young Chong
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/11
Human-robot interaction
machine learning
nonverbal communication cues
personality traits
Evaluating Solid Lung Adenocarcinoma Anaplastic Lymphoma Kinase Gene Rearrangement Using Noninvasive Radiomics Biomarkers
期刊论文
ONCOTARGETS AND THERAPY, 2020, 卷号: 13
作者:
Ma, De-Ning
;
Gao, Xin-Yi
;
Dan, Yi-Bo
;
Zhang, An-Ni
;
Wang, Wei-Jun
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2020/11/26
radiogenomics
SVM
non-small cell lung cancer
anaplastic lymphoma kinase
epidermal growth factor receptor
An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:
Sun, Fei
;
Fang, Fang
;
Wang, Run
;
Wan, Bo
;
Guo, Qinghua
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/03/01
image classification
class imbalance
impartial semi-supervised learning strategy (ISS)
extreme gradient boosting (XGB)
very-high-resolution (VHR)
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