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科研机构
西安交通大学 [24]
内容类型
期刊论文 [15]
会议论文 [9]
发表日期
2019 [1]
2018 [1]
2017 [4]
2016 [2]
2015 [2]
2014 [3]
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专题:西安交通大学
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Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches
期刊论文
Swarm and Evolutionary Computation, 2019, 卷号: 44, 页码: 876-896
作者:
Guan, Chun
;
Yuen, Kevin Kam Fung
;
Coenen, Frans
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/11/19
Appropriate fitness function
Density-based Clustering
Density-based spatial clustering of applications with noise
Imbalanced dataset
Optimization problems
Parameter-tuning
Pattern recognition technologies
Supervised and unsupervised learning
Robust clustering by identifying the veins of clusters based on kernel density estimation
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 159, 页码: 309-320
作者:
Zhou, Zhou
;
Si, Gangquan
;
Zhang, Yanbin
;
Zheng, Kai
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/26
Veins of clusters
Kernel density estimation
Robust clustering
Density peaks
Clustering based Box-Particle Probability Hypothesis Density filtering
会议论文
作者:
Li, Wei
;
Han, Chongzhao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
A Fast kNN-Based MST Outlier Detection Method
期刊论文
Jisuanji Xuebao/Chinese Journal of Computers, 2017, 卷号: 40, 页码: 2856-2870
作者:
Zhu, Li
;
Qiu, Yuan-Yuan
;
Yu, Shuai
;
Yuan, Sheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/26
Auto clustering
Density-based method
Distance-based methods
High density clusters
Minimum spanning trees
Nonparametric approaches
Outlier Detection
Well-separated pair decompositions
Towards a Hybrid Approach of Self-Organizing Map and Density-Based Spatial Clustering of Applications with Noise for Image Segmentation
会议论文
作者:
Chen, Qi
;
Yuen, Kevin Kam Fung
;
Guan, Chun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Computer Vision
DBSCAN
SOM
Image Segmentation
Towards A Hybrid Approach of K-means and Density-Based Spatial Clustering of Applications with Noise for Image Segmentation
会议论文
作者:
Guan, Chun
;
Yuen, Kevin Kam Fung
;
Chen, Qi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/11/26
K-means
Computer Vision
Clustering Analysis
Image Segmentation
DBSCAN
A Spectral Clustering Based Outlier Detection Technique
会议论文
作者:
Wang, Yuan
;
Wang, Xiaochun
;
Wang, Xia Li
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Outlier detection
Spectral clustering
Density-based outlier detection
Distance-based outlier detection
Eigenvalues
Density Clustering Pruning Method Based on Reconstructed Support Vectors for Sparse LSSVM
会议论文
作者:
Si Gangquan
;
Shi Jianquan
;
Guo Zhang
;
Zhang Yanbin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
density clustering
reconstructed support vector
least squares support vector machines
sparse
A multi-target filter based on random matrix
期刊论文
Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2015, 卷号: 49, 期号: [db:dc_citation_issue], 页码: 98-104
作者:
Han, Yulan
;
Zhu, Hongyan
;
Han, Chongzhao
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Density based spatial clustering of applications with noise
Detection probabilities
Extended targets
Filter
Joint probabilistic data association
Partitioning algorithms
Random Matrix
Tracking algorithm
A fast MST-inspired kNN-based outlier detection method
期刊论文
INFORMATION SYSTEMS, 2015, 卷号: 48, 期号: [db:dc_citation_issue], 页码: 89-112
作者:
Wang, Xiaochun
;
Wang, Xia Li
;
Ma, Yongqiang
;
Wilkes, D. Mitchell
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Minimum spanning tree-based clustering
Clustering-based outlier detection
Density-based outlier detection
Distance-based outlier detection
Approximate k-nearest neighbors' search
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