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Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
期刊论文
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 20
作者:
Wu, Hao
;
Nian, Tingkai
;
Shan, Zhigang
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浏览/下载：0/0
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提交时间：2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
UNIT: A unified metric learning framework based on maximum entropy regularization
期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 21
作者:
Deng, Huiyuan
;
Meng, Xiangzhu
;
Deng, Fengxia
;
Feng, Lin
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浏览/下载：1/0
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提交时间：2023/11/17
Metric learning
Kernel learning
Nearest-neighbors classification
Semi-supervised learning
Maximum entropy principle
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
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浏览/下载：6/0
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提交时间：2023/08/17
Microplastics pollution
Classification
Raman spectroscopy
Convolutional neural networks
Psychological Stress Level Detection Based on Heartbeat Mode
期刊论文
APPLIED SCIENCES-BASEL, 2022, 卷号: 12
作者:
Hu, Dun
;
Gao, Lifu
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浏览/下载：31/0
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提交时间：2022/03/21
autonomic nervous system
heartbeat mode
heart rate variability
k-nearest neighbors
stress recognition
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
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浏览/下载：35/0
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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)
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浏览/下载：14/0
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提交时间：2022/04/14
Automated machine learning
Collaborative filtering
Weighted l(1)-norm
Distributed automated system
Multilayer selective stacked ensemble
Dimensional reduction analysis of rotating machinery fault data based on local centroid mean minimum-distance discriminant projection
期刊论文
Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2021, 卷号: 34, 期号: 2, 页码: 421-430
作者:
Shi, Ming-Kuan
;
Zhao, Rong-Zhen
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浏览/下载：5/0
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提交时间：2022/02/17
Dimensionality reduction
Pattern recognition
Rotating machinery
Dimension reduction
Dimension reduction algorithm
Dimensional reduction
Fault identifications
High dimensional feature
K nearest centroid neighbors
Local geometric structures
Strong nonlinearity
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
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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
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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
ParaML: A Polyvalent Multicore Accelerator for Machine Learning
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:
Zhou, Shengyuan
;
Guo, Qi
;
Du, Zidong
;
Liu, Daofu
;
Chen, Tianshi
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浏览/下载：27/0
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提交时间：2020/12/10
Neural networks
Machine learning
Testing
Support vector machines
Linear regression
Computers
Computer architecture
Accelerator
machine learning (ML) techniques
multicore accelerator
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