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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:6/0
  |  
提交时间:2023/08/17
Microplastics pollution
Classification
Raman spectroscopy
Convolutional neural networks
A new two-layer nearest neighbor selection method for kNN classifier
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 235, 页码: 14
作者:
Wang, Yikun
;
Pan, Zhibin
;
Dong, Jing
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/12/28
kNN classifier
Two-layer nearest neighbor rule
First-layer neighborhood
Second-layer neighborhood
Extended neighborhood
CF-DAML: Distributed automated machine learning based on collaborative filtering
期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 1-25
作者:
Liu PJ(刘朋杰)
;
Pan FC(潘福成)
;
Zhou XF(周晓锋)
;
Li S(李帅)
;
Jin L(金樑)
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/14
Automated machine learning
Collaborative filtering
Weighted l(1)-norm
Distributed automated system
Multilayer selective stacked ensemble
Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models
期刊论文
NATURAL RESOURCES RESEARCH, 2021, 页码: 21
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
;
Wu, Jian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/05/25
Rockburst prediction
Ensemble learning
Stacking technique
Class imbalance
Outlier detection and substitution
Extended mining of the oil biosynthesis pathway in biofuel plant Jatropha curcas by combined analysis of transcriptome and gene interactome data
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 6, 页码: -
作者:
Zhang, Xuan
;
Li, Jing
;
Pan, Bang-Zhen
;
Chen, Wen
;
Chen, Maosheng
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/09/08
Extended mining
Oil biosynthesis
Jatropha curcas
Transcriptome
Gene interactome
MD-KNN: An Instance-based Approach for Multi-Dimensional Classification
会议论文
ELECTR NETWORK, JAN 10-15, 2021
作者:
Jia, Bin-Bin
;
Zhang, Min-Ling
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  |  
浏览/下载:2/0
  |  
提交时间:2021/12/17
Multi-dimensional classification via kNN feature augmentation
期刊论文
Pattern Recognition, 2020, 卷号: 106
作者:
Jia, Bin-Bin
;
Zhang, Min-Ling
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  |  
浏览/下载:20/0
  |  
提交时间:2020/11/14
Nearest neighbor search
Predictive analytics
Vector spaces
Augmentation techniques
Comparative studies
Distance information
Effective approaches
Generalization ability
K-nearest neighbors
Multi-dimensional classifications
Predictive modeling
A new fast search algorithm for exact k-nearest neighbors based on optimal triangle-inequality-based check strategy
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 189, 页码: 11
作者:
Pan, Yiwei
;
Pan, Zhibin
;
Wang, Yikun
;
Wang, Wei
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  |  
浏览/下载:12/0
  |  
提交时间:2020/03/30
Exact k-nearest neighbors
Fast search algorithm
Clustering
Triangle inequality
Optimal check strategy
SEMG and KNN Based Human Motion Intention Recognition for Active and Safe Neurorehabilitation
会议论文
Sydney,Australia, 2019-12
作者:
Shi, Weiguo
;
Wang, Weiqun
;
Hou, Zeng-Guang
;
Liang, Xu
;
Ren, Shixin
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/09/08
K-nearest neighbors hashing
会议论文
Long Beach, CA, 2019-4-12
作者:
He, Xiangyu
;
Wang, Peisong
;
Cheng, Jian
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/10/20
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