Stratified Multi-Density Spectral Clustering Using Gaussian Mixture Model

被引：0

作者：

Yue, Guanli ^{[1
]}

Deng, Ansheng ^{[1
]}

Qu, Yanpeng ^{[2
]}

Cui, Hui ^{[1
]}

Wang, Xueying ^{[1
]}

机构：

[1] Information Science and Technology College, Dalian Maritime University, Dalian,116026, China

[2] School of Artificial Intelligence, Dalian Maritime University, Dalian,116026, China

来源：

SSRN | 2023年

关键词：

Engineering Village;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Density clustering - Density data - Density stratification - Gaussian Mixture Model - Graph model - Inter clusters - Multi-density clustering - Mutual near-neighbor - Nearest-neighbour - Spectral clustering

引用

共 50 条

[21] Gaussian Mixture Models Implementation to Enhance Spectral Clustering
Valdes, D. A.
Ayaquica, I. O.
Guillen, C.
Vazquez, J. R.
IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (03) : 1416 - 1426
[22] Active Semi-Supervised Clustering Algorithm for Multi-Density Datasets
Atwa, Walid
Almazroi, Abdulwahab Ali
Aldhahr, Eman A.
Janbi, Nourah Fahad
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (10) : 493 - 500
[23] Multi-Density Datasets Clustering Using K-Nearest Neighbors and Chebyshev’s Inequality
Bouchemal A.
Kimour M.T.
Informatica (Slovenia), 2023, 47 (08): : 161 - 168
[24] Semi-supervised Clustering Algorithm for Multi-density and Complex Shape Dataset
Yu, Yang-qiang
Huang, Tian-qiang
Guo, Gong-de
Li, Kai
PROCEEDINGS OF THE 2008 CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR 2008), 2008, : 30 - 35
[25] FULLY BAYESIAN INFERENCE OF MULTI-MIXTURE GAUSSIAN MODEL AND ITS EVALUATION USING SPEAKER CLUSTERING
Tawara, Naohiro
Ogawa, Tetsuji
Watanabe, Shinji
Kobayashi, Tetsunori
2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 5253 - 5256
[26] Model based clustering of audio clips using Gaussian mixture models
Chandrakala, S.
Sekhar, C. Chandra
ICAPR 2009: SEVENTH INTERNATIONAL CONFERENCE ON ADVANCES IN PATTERN RECOGNITION, PROCEEDINGS, 2009, : 47 - 50
[27] Clustering based on grid and local density with priority-based expansion for multi-density data
Dong, Shaoqun
Liu, Jianjun
Liu, Yuhan
Zeng, Lianbo
Xu, Chaoshui
Zhou, Tingying
INFORMATION SCIENCES, 2018, 468 : 103 - 116
[28] Multivariate data clustering for the Gaussian mixture model
Kavaliauskas, M
Rudzkis, R
INFORMATICA, 2005, 16 (01) : 61 - 74
[29] Gaussian Mixture Model Clustering with Incomplete Data
Zhang, Yi
Li, Miaomiao
Wang, Siwei
Dai, Sisi
Luo, Lei
Zhu, En
Xu, Huiying
Zhu, Xinzhong
Yao, Chaoyun
Zhou, Haoran
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 17 (01)
[30] Transfer Clustering Based on Gaussian Mixture Model
Wang, Rongrong
Zhou, Jin
Liu, Xiangdao
Han, Shiyuan
Wang, Lin
Chen, Yuehui
2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 2522 - 2526

← 1 2 3 4 5 →