Search Results - affinity propagation(ap) clustering algorithm*

An Unsupervised Graph Learning Network for Early Damage Intelligent Detection of CFRP by Wei, Chuntao, Chu, Xiaorui, Huang, Min, Liu, Dan

“…Intelligent early damage recognition technology plays a crucial role in enhancing the reliability and robustness of structural health monitoring (SHM) for…”
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Improved Fuzzy C-means Clustering Algorithm Based on Density-Sensitive Distance by WANG Zhihe, WANG Shuyan, DU Hui

“… matrix.The proposed algorithm employs the Affinity Propagation (AP) algorithm to obtain the coarse number of clusters as the upper limit of the search of the optimal…”
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An Affinity Propagation-Based Self-Adaptive Clustering Method for Wireless Sensor Networks by Wang, Jin, Gao, Yu, Wang, Kai, Sangaiah, Arun, Lim, Se-Jung

“… The advantage of K-medoids, which is a traditional machine learning algorithm, is combined with the affinity propagation (AP…”
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Combining the classic vulnerability index and affinity propagation clustering algorithm to assess the intrinsic aquifer vulnerability of coastal aquifers on an integrated scale by Guo, Xu, Yang, Zhaoxian, Li, Chao, Xiong, Hanxiang, Ma, Chuanming

“…) separately based on a GIS database. Hydrogeological parameters from two classic IAV models were clustered using affinity propagation (AP…”
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Improved affinity propagation clustering algorithms: a PSO-based approach by Sinha, Ankita, Jana, Prasanta K.

“… Affinity propagation (AP) clustering algorithm solves this problem by considering each data point as a prospective cluster head (exemplar…”
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Multi-Exemplar Affinity Propagation by Chang-Dong Wang, Jian-Huang Lai, Suen, Ching Y., Jun-Yong Zhu

“…The affinity propagation (AP) clustering algorithm has received much attention in the past few years…”
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An Improved Integrated Clustering Learning Strategy Based on Three-Stage Affinity Propagation Algorithm with Density Peak Optimization Theory by Wang, Limin, Sun, Wenjing, Han, Xuming, Hao, Zhiyuan, Zhou, Ruihong, Yu, Jinglin, Parmar, Milan

“…To better reflect the precise clustering results of the data samples with different shapes and densities for affinity propagation clustering algorithm (AP…”
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A Hierarchical Topology Control Algorithm for WSN, Considering Node Residual Energy and Lightening Cluster Head Burden Based on Affinity Propagation by Song, Ling, Song, Qidong, Ye, Jin, Chen, Yan

“… In APDC-M, firstly, a cluster head election algorithm with double choices based on the affinity propagation clustering algorithm (AP…”
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Text Clustering with Seeds Affinity Propagation by Renchu Guan, Xiaohu Shi, Marchese, M, Chen Yang, Yanchun Liang

“…Based on an effective clustering algorithm-Affinity Propagation (AP)-we present in this paper a novel semisupervised text clustering algorithm, called Seeds Affinity Propagation (SAP…”
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Pre-selection of monitoring stations for marine water quality using affinity propagation: A case study of Xincun Lagoon, hainan, China by Fang, Xin, Luo, Chengshu, Zhang, Dongrong, Zhang, Haifeng, Qian, Jian, Zhao, Canghai, Hou, Zonghao, Zhang, Yifei

“… This paper has introduced the affinity propagation (AP) clustering algorithm and achieved good results by correcting the preferences…”
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A Novel Self-Adaptive Affinity Propagation Clustering Algorithm Based on Density Peak Theory and Weighted Similarity by Wang, Limin, Hao, Zhiyuan, Sun, Wenjing

“…To solve both the similarity calculation method and parameter limits problems of the affinity propagation algorithm (AP…”
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Affinity propagation‐based interference‐free clustering for wireless sensor networks by Lin, Hai, Chen, Zhihong, Li, June

“… The algorithm is inspired by affinity propagation (AP) clustering algorithm. By adapting and improving the original AP algorithm, the proposed clustering algorithm aims…”
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BinSanity: unsupervised clustering of environmental microbial assemblies using coverage and affinity propagation by Graham, Elaina D., Heidelberg, John F., Tully, Benjamin J.

“… Binning methods have been implemented with varying approaches such as k-means clustering, Gaussian mixture models, hierarchical clustering, neural networks, and two-way clustering…”
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Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors by Xie, Juanying, Gao, Hongchao, Xie, Weixin, Liu, Xiaohui, Grant, Philip W.

“…Clustering by fast search and find of Density Peaks (referred to as DPC) was introduced by Alex…”
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An Indoor Point Cloud Segmentation Method Fusing with Multi-feature Cluster Ensemble by ZENG Bi,HUANG Wen

“…Aiming at the problem that the traditional point cloud segmentation algorithm is not precise and feature description is not comprehensive in specific scenes,an Affinity Propagation(AP…”
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The role of clustering algorithm-based big data processing in information economy development by Ma, Hongyan

“… A two-layer DCA algorithm is proposed based on K-Means Clustering (KMC) and Affinity Propagation (AP…”
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A novel DEACM integrating affinity propagation for performance evaluation and energy optimization modeling: Application to complex petrochemical industries by Han, Yongming, Long, Chang, Geng, Zhiqiang, Zhu, Qunxiong, Zhong, Yanhua

“…[Display omitted] •A novel AP-DEACM method is proposed.•Performance evaluation and energy optimization model is obtained…”
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Energy efficiency evaluation and energy saving based on DEA integrated affinity propagation clustering: Case study of complex petrochemical industries by Geng, Zhiqiang, Zeng, Rongfu, Han, Yongming, Zhong, Yanhua, Fu, Hua

“… Therefore, a novel DEA model based on the affinity propagation (AP) clustering algorithm (AP-DEA) is proposed. Through the AP clustering algorithm, high influence input data of the energy efficiency can be obtained…”
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A clustering effectiveness measurement model based on merging similar clusters by Duan, Guiqin, Zou, Chensong

“…This article presents a clustering effectiveness measurement model based on merging similar clusters to address the problems experienced by the affinity propagation (AP…”
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AP clustering algorithm for analysis of the impact of cold chain distribution center location on logistics costs by He, Kun

“… The Affinity Propagation (AP) clustering algorithm is used to simplify location selection. And combine the binary semantics with entropy to reduce the subjectivity of the binary semantics in the process of experiment…”
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