Search Results - affinity propagation cluster algorithm

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…”
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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…”
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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

“… a high energy consumption of data transmission. In this paper, a topology control algorithm with double cluster heads and multi-hop based on affinity propagation clustering (APDC-M) was proposed…”
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Subspace clustering using affinity propagation by Gan, Guojun, Ng, Michael Kwok-Po

“… Experiments on both synthetic data and real data show that the new algorithm outperforms the affinity propagation algorithm in recovering clusters from data…”
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Study of Color Rendering Evaluation Method of Light Sources for Printing Matter by Hu, Xiaojie, Lian, Yusheng, Liu, Zilong, Wei, Xianfu, Liu, Fangxi, Jin, Yang, Liu, Yanxing, Huang, Min

“… By performing Affinity Propagation (AP) Clustering Algorithm on the color appearance and spectra of the color printing atlas samples printed by a press, two typical color sample sets are obtained…”
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Clustering in Vehicular Ad Hoc Networks using Affinity Propagation by Hassanabadi, B., Shea, C., Zhang, L., Valaee, S.

“… This work presents a novel, mobility-based clustering scheme for Vehicular Ad hoc Networks, which forms clusters using the Affinity Propagation algorithm in a distributed manner…”
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Recognition of genetically modified product based on affinity propagation clustering and terahertz spectroscopy by Liu, Jianjun, Kan, Jianquan

“…) based on affinity propagation clustering is proposed. This algorithm mainly uses affinity propagation clustering algorithm to make cluster analysis and labeling…”
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Uncovering current pyroregions in Italy using wildfire metrics by Elia, Mario, Giannico, Vincenzo, Ascoli, Davide, Argañaraz, Juan Pablo, D’Este, Marina, Spano, Giuseppina, Lafortezza, Raffaele, Sanesi, Giovanni

“… We employed the Affinity Propagation algorithm to cluster pyroregions using Italian landscape as a test bed and its current wildfire metrics in terms of density, seasonality and stand replacing fire ratio…”
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Parallel Clustering Algorithm for Large-Scale Biological Data Sets by Wang, Minchao, Zhang, Wu, Ding, Wang, Dai, Dongbo, Zhang, Huiran, Xie, Hao, Chen, Luonan, Guo, Yike, Xie, Jiang

“… Moreover, the similarity matrix, whose constructing procedure takes long runtime, is required before running the affinity propagation algorithm, since the algorithm clusters data sets based…”
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A Mixed Approach to Similarity Metric Selection in Affinity Propagation-Based WiFi Fingerprinting Indoor Positioning by Caso, Giuseppe, De Nardis, Luca, Di Benedetto, Maria-Gabriella

“… Two-step WkNN positioning algorithms were recently proposed, in which RPs are divided into clusters using the affinity propagation clustering algorithm, and one representative for each cluster is selected…”
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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.

“…Metagenomics has become an integral part of defining microbial diversity in various environments. Many ecosystems have characteristically low biomass and few…”
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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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Breast Cancer Diagnosis Using Cluster-based Undersampling and Boosted C5.0 Algorithm by Zhang, Jue, Chen, Li, Tian, Jian-xue, Abid, Fazeel, Yang, Wusi, Tang, Xiao-fen

“…: cluster analysis and classification. In cluster analysis, affinity propagation algorithm is used to define the number of clusters, and then the k-means clustering is utilized to select the border and informative samples…”
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K-MEAP: Multiple Exemplars Affinity Propagation With Specified K Clusters by Wang, Yangtao, Chen, Lihui

“…Recently, an attractive clustering approach named multiexemplar affinity propagation (MEAP…”
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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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Combining multiple hypothesis testing and affinity propagation clustering leads to accurate, robust and sample size independent classification on gene expression data by Sakellariou, Argiris, Sanoudou, Despina, Spyrou, George

“… Results We propose a hybrid FS method (m AP -KL), which combines multiple hypothesis testing and affinity propagation (AP…”
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Combining affinity propagation clustering and mutual information network to investigate key genes in fibroid by Chen, Qian-Song, Wang, Dan, Liu, Bao-Lian, Gao, Shu-Feng, Gao, Dan-Li, Li, Gui-Rong

“…) method, which included the maxT multiple hypothesis, Krzanowski and Lai (KL) cluster quality index, affinity propagation (AP…”
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Affinity Propagation-Based Hybrid Personalized Recommender System by Qasim, Iqbal, Awan, Mujtaba, Ali, Sikandar, Khan, Shumaila, Mosleh, Mogeeb A. A., Alsanad, Ahmed, Khattak, Hizbullah, Alam, Mahmood

“… Affinity propagation is a semisupervised machine learning algorithm used to cluster items based on similarities among…”
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A power efficient cluster head selection algorithm based on Affinity Propagation in heterogeneous sensor networks by Ru Gao, Hongyan Cui, Jian Li, Chuanhui Li, Jianya Chen

“… In this paper, based on the novel clustering algorithm Affinity Propagation (AP), a power efficient cluster head selection algorithm (PECBA…”
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Objective framework for optimal distribution of solar irradiance monitoring networks by Zagouras, Athanassios, Kolovos, Alexander, Coimbra, Carlos F.M.

“… There are two main components in the proposed methodology. The first employs cluster analysis using the affinity propagation algorithm, to select the optimal number of clusters…”
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