Search Results - Affinity propagation clustering algorithm

A New Affinity Propagation Clustering Algorithm for V2V-Supported VANETs by Bi, Xiang, Guo, Baishun, Shi, Lei, Lu, Yang, Feng, Lin, Lyu, Zengwei

“… In this paper, we first reconstruct the similarity function of the Affinity Propagation (AP) clustering algorithm by introducing communication-related parameters…”
Get full text

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…”
Get full text

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…”
Get full text

Dynamic equivalent modeling of two-staged photovoltaic power station clusters based on dynamic affinity propagation clustering algorithm by Li, Peixin, Gu, Wei, Wang, Liufang, Xu, Bin, Wu, Ming, Shen, Wanxing

“…•A dynamic affinity propagation (DAP) clustering algorithm for dynamic modeling of PV cluster is proposed…”
Get full text

Improved Indoor Localization Performance using a Modified Affinity Propagation Clustering Algorithm with Context Similarity Coefficient by Yaro, Abdulmalik Shehu, Maly, Filip, Maly, Karel

“… The problem of choosing the best initial parameter is solved by using the affinity propagation clustering (APC…”
Get full text

An expert weighting method based on affinity propagation clustering algorithm by Liu, Bingqi, Hu, Jianbo, Wang, Yingyang, Liu, Chang

“… In this paper, an expert weighting method based on affinity propagation (AP) clustering algorithm is proposed to solve the problem of unreasonable clustering…”
Get full text

Power load identification based on Long-and-Short-Term Memory network and Affinity Propagation clustering algorithm by Liu, Biqi, Zhang, Fuxiang, Li, Xi, Wu, He, Xu, Libo

“…) and Affinity Propagation (AP) clustering algorithm is proposed. The original power load data is processed by AP clustering algorithm, and a large number of measured sample data are divided into multiple clusters…”
Get full text

End-point Temperature Prediction of Converter Steelmaking Based on Key Feature Amplification and Grey Wolf Algorithm Improved Affinity Propagation Clustering by Guo, Yuanzheng, He, Dongfeng, Li, Xiaolong, Feng, Kai

“…) with grey wolf optimizer (GWO) improved affinity propagation (AP) clustering algorithm and gradient-boosting decision tree (GBDT…”
Get full text

Dynamic Small-Cell Clustering Using Affinity Propagation Algorithm in Asynchronous 5G NR OFDM Systems by Park, Seju, Jo, Han-Shin, Mun, Cheol, Yook, Jong-Gwan

“… We propose an affinity propagation clustering (APC) algorithm for radio remote heads clustering for downlink JT in an asynchronous OFDM system…”
Get full text

Adaptive unsupervised classification of polarimetric SAR images using the improved affinity propagation clustering algorithm by Hua, Wenqiang, Wang, Shuang, Liu, Hongying, Liu, Yachao, Jiao, Licheng

“… This is followed by a clustering step performed through an improved affinity propagation clustering…”
Get full text

Affinity propagation clustering algorithm based on large-scale data-set by Wang, Limin, Zheng, Kaiyue, Tao, Xing, Han, Xuming

“…Affinity Propagation (AP) algorithm is not effective in processing large-scale data-sets, so the paper purposed an affinity propagation clustering algorithm based on large scale data-set, called LD-AP…”
Get full text

A density-adaptive affinity propagation clustering algorithm based on spectral dimension reduction by Jia, Hongjie, Ding, Shifei, Meng, Lingheng, Fan, Shuyan

“…As a novel clustering method, affinity propagation (AP) clustering can identify high-quality cluster centers by passing messages between data points…”
Get full text

A Novel Self-Adaptive Affinity Propagation Clustering Algorithm Based on Density Peak Theory and Weighted Similarity by Wang, Limin, Hao, Zhiyuan, Sun, Wenjing

“…), the self-adaptive affinity propagation clustering algorithm based on density peak clustering and weighted similarity (DPWSAP) was proposed…”
Get full text

Social, emotional, and personality factors shape four psychological well‐being profiles: A clustering approach in young adults with affinity propagation algorithm by Pelagi, Assunta, Camastra, Chiara, Sarica, Alessia

“…‐being profiles remains underexplored. This study applied Affinity Propagation (AP) clustering, an unsupervised machine learning (ML…”
Get full text

RRH Clustering Using Affinity Propagation Algorithm with Adaptive Thresholding and Greedy Merging in Cloud Radio Access Network by Park, Seju, Jo, Han-Shin, Mun, Cheol, Yook, Jong-Gwan

“…Affinity propagation (AP) clustering with low complexity and high performance is suitable for radio remote head (RRH…”
Get full text

Constraint Rules and Matching Micro-clusters Based Affinity Propagation Clustering Algorithm by WANG, Li-min, ZHOU, You, HAN, Xu-ming, WANG, Yi-zhang, YU, Jing-lin, WANG, Shuai

“…The performance of original affinity propagation (AP) clustering algorithm is greatly influenced by an important parameter: preference…”
Get full text

An Affinity Propagation Clustering Algorithm for Mixed Numeric and Categorical Datasets by Zhang, Kang, Gu, Xingsheng

“… Affinity propagation (AP) algorithm is an exemplar-based clustering method which has demonstrated good performance on a wide variety of datasets…”
Get full text

Correction to “Social, emotional, and personality factors shape four psychological well‐being profiles: A clustering approach in young adults with affinity propagation algorithm”

Get full text

Affinity Propagation Clustering Algorithm Based on PCA by Chen, Bei, Song, Kun

“…Overlap information usually exits in the high-dimensional data. Misclassified points may be more when affinity propagation clustering is applied to these data…”
Get full text

Multi-objective Differential Evolution Algorithm Based on Affinity Propagation Clustering by Qu, Dan, Li, Hongyi, Chen, Huafei

“…), an improved MODE is proposed based on the affinity propagation clustering (APC) and the non-dominated count approach in this paper…”
Get full text