Výsledky vyhledávání - distributed clustering algorithm

k-Means Clustering Algorithm and Its Simulation Based on Distributed Computing Platform Autor Wu, Chunqiong, Yan, Bingwen, Yu, Rongrui, Yu, Baoqin, Zhou, Xiukao, Yu, Yanliang, Chen, Na

“…At present, the explosive growth of data and the mass storage state have brought many problems such as computational complexity and insufficient computational power to clustering research…”
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Distributed Clustering Algorithm in Sensor Networks via Normalized Information Measures Autor Qin, Jiahu, Zhu, Yingda, Fu, Weiming

“… A variety of algorithms for distributed data clustering have been proposed recently. However, most of these algorithms have trouble with either non-Gaussian shaped data clustering or model order selection problem…”
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Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs Autor Chen, Lu, Gao, Yunjun, Huang, Xingrui, Jensen, Christian S., Zheng, Bolong

“… Clustering such graphs is able to provide useful insights into the structure of the data. To improve the quality of clustering, node attributes can be taken into account, resulting in attributed graphs…”
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Sleep-awake energy efficient distributed clustering algorithm for wireless sensor networks Autor Ahmed, Gulnaz, Zou, Jianhua, Fareed, Mian Muhammad Sadiq, Zeeshan, Muhammad

“…) clustering algorithm. We divide the network sensing field into three…”
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A Distributed Clustering Algorithm Guided by the Base Station to Extend the Lifetime of Wireless Sensor Networks Autor Yuste-Delgado, Antonio-Jesus, Cuevas-Martinez, Juan-Carlos, Triviño-Cabrera, Alicia

“… Alternatively, the nodes in distributed clustering algorithms decide about which the CHs are by exchanging information among themselves…”
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Research on parallel distributed clustering algorithm applied to cutting parameter optimization Autor Wei, Xudong, Sun, Qingzhen, Liu, Xianli, Yue, Caixu, Liang, Steven Y., Wang, Lihui

“… Aiming at insufficient computing power and low efficiency in mining process, this paper proposes a improved K -means clustering algorithm based on the concept of distributed clustering in cloud computing environment…”
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Distributed Clustering Algorithm for Adaptive Pandemic Control Autor Insausti, Xabier, Zarraga-Rodriguez, Marta, Nolasco-Ferencikova, Carolina, Gutierrez-Gutierrez, Jesus

“… to. Thus, we present a distributed clustering algorithm for adaptive pandemic control…”
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An improved 3D distributed clustering algorithm for underwater wireless sensors Autor Lakshmi, Kadali, Hossain, Ashraf, Mummaneni, Kavicharan

“… This work proposes a three dimensional distributed energy efficient clustering (3D- DEEC) algorithm for optimizing energy efficiency and prolonging network life through clustering techniques…”
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An energy-efficient distributed clustering algorithm for heterogeneous WSNs Autor Javaid, Nadeem, Rasheed, Muhammad Babar, Imran, Muhammad, Guizani, Mohsen, Khan, Zahoor Ali, Alghamdi, Turki Ali, Ilahi, Manzoor

“… This paper presents enhanced developed distributed energy-efficient clustering (EDDEEC) scheme for heterogeneous WSN…”
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Energy optimization in wireless sensor networks using augmented distance-direct distributed clustering algorithm Autor P, Prabaharan, K, Radha, AS, Nisha, MS, Sivagama Sundari

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MapReduce-based distributed tensor clustering algorithm Autor Zhang, Hongjun, Li, Peng, Meng, Fanshuo, Fan, Weibei, Xue, Zhuangzhuang

“… However, with the rapid development of Internet technology, the volume of data required for various web applications has grown rapidly, making the traditional clustering analysis methods face technical challenges…”
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A Collaborative Fuzzy Clustering Algorithm in Distributed Network Environments Autor Jin Zhou, Chen, C. L. Philip, Long Chen, Han-Xiong Li

“… In this paper, a novel collaborative fuzzy clustering algorithm is proposed, in which the centralized clustering solution is approximated by performing distributed clustering at each peer…”
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Distributed Dynamic Clustering Algorithm for Formation of Heterogeneous Virtual Power Plants Based on Power Requirements Autor Zhang, Runfan, Hredzak, Branislav

“…Real-time distributed clustering algorithm for aggregation of distributed energy storage systems into heterogeneous virtual power plants is proposed…”
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A Hybrid Efficient Distributed Clustering Algorithm Based Intrusion Detection System to Enhance Security in MANET Autor Rathish, CR, Karpagavadivu, K, Sindhuja, P, Kousalya, A

“… Considering this, we have designed a clustering-based proposal for Ad-hoc networks. To lower the communication overhead, the CH detection is called upon for establishing the path Weighted Clustering Algorithm (DCA…”
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An Improved K-means Distributed Clustering Algorithm Based on Spark Parallel Computing Framework Autor Lu, Xin, Lu, Huanghuang, Yuan, Jiao, Wang, Xun

“…Traditional K-means distributed clustering algorithm has many problems in clustering big data, such as unstable clustering results, poor clustering results and low execution efficiency…”
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User online behavior based on big data distributed clustering algorithm Autor Wang, Yan

“… Based on the big data, this article uses distributed clustering algorithm to study the online behavior of users…”
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DCA-DS: A Distributed Clustering Algorithm Based on Dominating Set for Internet of Vehicles Autor Senouci, Oussama, Aliouat, Zibouda, Harous, Saad

“…In this paper, we propose a new Distributed Clustering Algorithm Based on Dominating Set (DS…”
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Load-Balanced Clustering Algorithm With Distributed Self-Organization for Wireless Sensor Networks Autor Liao, Ying, Qi, Huan, Li, Weiqun

“… Utilizing clustering algorithms to form a hierarchical network topology is a common method of implementing network management and data aggregation in WSNs…”
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Linear Distributed Clustering Algorithm for Modular Robots Based Programmable Matter Autor Bassil, Jad, Moussa, Mohamad, Makhoul, Abdallah, Piranda, Benoit, Bourgeois, Julien

“… Clustering the modules in modular robots has many benefits, including scalability, energy-efficiency, reducing communication delay and improving the self-configuration processes that focuses…”
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DG-means: a superior greedy algorithm for clustering distributed data Autor Haraty, Ramzi A., Assaf, Ali

“… Traditional centralized clustering algorithms target those objects located on the same site since they cannot perform on distributed objects…”
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