Suchergebnisse - Affinity propagation clustering algorithm*

Combining the classic vulnerability index and affinity propagation clustering algorithm to assess the intrinsic aquifer vulnerability of coastal aquifers on an integrated scale von 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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A New Affinity Propagation Clustering Algorithm for V2V-Supported VANETs von 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 …”
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Improved affinity propagation clustering algorithms: a PSO-based approach von 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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Dynamic equivalent modeling of two-staged photovoltaic power station clusters based on dynamic affinity propagation clustering algorithm von 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 …”
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Improved Indoor Localization Performance using a Modified Affinity Propagation Clustering Algorithm with Context Similarity Coefficient von Yaro, Abdulmalik Shehu, Maly, Filip, Maly, Karel

“… The problem of choosing the best initial parameter is solved by using the affinity propagation clustering (APC …”
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Power load identification based on Long-and-Short-Term Memory network and Affinity Propagation clustering algorithm von 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 …”
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An expert weighting method based on affinity propagation clustering algorithm von 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 …”
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Adaptive unsupervised classification of polarimetric SAR images using the improved affinity propagation clustering algorithm von Hua, Wenqiang, Wang, Shuang, Liu, Hongying, Liu, Yachao, Jiao, Licheng

“… This is followed by a clustering step performed through an improved affinity propagation clustering …”
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End-point Temperature Prediction of Converter Steelmaking Based on Key Feature Amplification and Grey Wolf Algorithm Improved Affinity Propagation Clustering von 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 …”
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Dynamic Small-Cell Clustering Using Affinity Propagation Algorithm in Asynchronous 5G NR OFDM Systems von 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 …”
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A density-adaptive affinity propagation clustering algorithm based on spectral dimension reduction von 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 …”
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Affinity propagation clustering algorithm based on large-scale data-set von 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 …”
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A Novel Self-Adaptive Affinity Propagation Clustering Algorithm Based on Density Peak Theory and Weighted Similarity von Wang, Limin, Hao, Zhiyuan, Sun, Wenjing

“… ), the self-adaptive affinity propagation clustering algorithm based on density peak clustering and weighted similarity (DPWSAP) was proposed …”
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Study on Affinity Propagation Clustering Algorithm Based on Bacterial Flora Optimization von Zhang, Yu-jiao, Huang, Rui, Zhang, Fu-quan, Sui, Dong, Zhang, Hu

“… In order to improve the clustering performance of the nearest neighbor propagation clustering algorithm, the flora algorithm is used to optimize the parameters of the nearest neighbor propagation …”
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Social, emotional, and personality factors shape four psychological well‐being profiles: A clustering approach in young adults with affinity propagation algorithm von Pelagi, Assunta, Camastra, Chiara, Sarica, Alessia

“… ‐being profiles remains underexplored. This study applied Affinity Propagation (AP) clustering, an unsupervised machine learning (ML …”
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RRH Clustering Using Affinity Propagation Algorithm with Adaptive Thresholding and Greedy Merging in Cloud Radio Access Network von 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 …”
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Constraint Rules and Matching Micro-clusters Based Affinity Propagation Clustering Algorithm von 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 …”
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An Affinity Propagation Clustering Algorithm for Mixed Numeric and Categorical Datasets von 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 …”
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Correction to “Social, emotional, and personality factors shape four psychological well‐being profiles: A clustering approach in young adults with affinity propagation algorithm”

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Affinity Propagation Clustering Algorithm Based on PCA von 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 …”
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