Suchergebnisse - "Affinity propagation clustering algorithm"

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

“… Clustering is an efficient method for improving the communication performance of Vehicular Ad hoc NETworks (VANETs) that adopt Vehicle to Vehicle (V2V) …”
Volltext

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

“… In the northern plains of Laizhou City, groundwater quality suffers dual threats from anthropogenic activities: seawater intrusion caused by overextraction of …”
Volltext

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

“… •The waveform clustering indexes based on dynamic characteristics of two-staged PV station are proposed.•A dynamic affinity propagation (DAP) clustering …”
Volltext

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

“… The performance of fingerprint-based indoor wireless localization systems (IWL-Ss) can be enhanced using fingerprint clustering. The localization performance …”
Volltext

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

“… Since the expert weighting method based on fuzzy kernel clustering algorithm is sensitive to initializing the clustering center, it is difficult to converge …”
Volltext

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

“… Load monitoring and decomposition have broad application prospects in the field of smart grid. Based on non-invasive load monitoring technology, a power load …”
Volltext

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

“… A robust automatic classification system is critical for polarimetric synthetic aperture radar (POLSAR) terrain processing. In most of the conventional …”
Volltext

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 …”
Volltext

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. But its …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 (median of similarities …”
Volltext

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

“… Clustering has been widely used in different fields of science, technology, social science, and so forth. In real world, numeric as well as categorical …”
Volltext

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 …”
Volltext

A dynamic affinity propagation clustering algorithm for cell outage detection in self-healing networks von Yu Ma, Mugen Peng, Wenqian Xue, Xiaodong Ji

“… With the rapid development of the mobile wireless system, the operator is experiencing unprecedented challenges on service maintenance and operational …”
Volltext

Active Semi-supervised Affinity Propagation Clustering Algorithm Based on Local Outlier Factor von Qi, Lei, Ting, Li

“… Clustering algorithm can reveal the inherent properties and laws of data through the learning of unlabeled data. However, interference data exists in some …”
Volltext

Distributed Adaptive Robust Voltage/VAR Control With Network Partition in Active Distribution Networks von Li, Peishuai, Zhang, Cuo, Wu, Zaijun, Xu, Yan, Hu, Minqiang, Dong, Zhaoyang

“… To improve efficiency of the distributed algorithm, an affinity propagation clustering algorithm is employed to divide the distribution network by aggregating "the close nodes" together and setting …”
Volltext

Optimizing radial basis function neural network based on rough sets and affinity propagation clustering algorithm von Xu, Xin-zheng, Ding, Shi-fei, Shi, Zhong-zhi, Zhu, Hong

“… A novel method based on rough sets （RS） and the affinity propagation （AP） clustering algorithm is developed to optimize a radial basis function neural …”
Volltext

Raft Consensus Grouping Mechanism Based on Affinity Propagation Clustering Algorithm von Zuo, Nan, Chen, Yubin, Zheng, Yuanjie

“… An approach to address the shortcomings in the performance of existing consensus algorithms is the proposal of a Raft consensus grouping mechanism, which is …”
Volltext

Research on Mini-Batch Affinity Propagation Clustering Algorithm von Xu, Ziqi, Lu, Yahui, Jiang, Yu

“… Clustering is a task of unsupervised learning, aiming to group a set of data so that data in the same group are more similar to each other than to those in …”
Volltext