Výsledky vyhledávání - "adaptive clustering algorithm"

An Adaptive Clustering Algorithm Based on Local-Density Peaks for Imbalanced Data Without Parameters Autor Tong, Wuning, Wang, Yuping, Liu, Delong

“…Imbalanced data clustering is a challenging problem in machine learning. The main difficulty is caused by the imbalance in both cluster size and data density…”
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Adaptive clustering algorithm based on kNN and density Autor Shi, Bing, Han, Lixin, Yan, Hong

“…Although many clustering algorithms have been proposed, they all have various limitations. Existing clustering algorithms usually require the user to set the…”
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SGAC: A stable-graph-based adaptive clustering algorithm with fewer parameters Autor Xu, Tengfei, Wang, Guangchao, Qi, Hang, Huang, Xiao

“… Therefore, a stable-graph-based adaptive clustering algorithm (SGAC) is proposed to achieve effective multi-prototype clustering on homogeneous and heterogeneous data with arbitrary shapes…”
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An adaptive clustering algorithm for dynamic heterogeneous wireless sensor networks Autor Zhang, Jingxia, Chen, Junjie

“…In the heterogeneous wireless sensor networks, most algorithms assume that nodes are heterogeneous in terms of their initial energy (we refer to as static…”
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Online adaptive clustering algorithm for load profiling Autor Le Ray, G., Pinson, P.

“… The online adaptive clustering algorithm is based on an online K-means approach using a dynamic time…”
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Adaptive Clustering Algorithm for IIoT Based Mobile Opportunistic Networks Autor Zhao, Yan, Akter, Farzana

“… In order to meet this research gap, an adaptive clustering algorithm for mobile opportunistic networks is proposed within military bases that uses a heuristic algorithm (GA…”
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iMass: an approximate adaptive clustering algorithm for dynamic data using probability based dissimilarity Autor BHATTACHARJEE, Panthadeep, MITRA, Pinaki

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Spatiotemporal Data-Adaptive Clustering Algorithm: An Intelligent Computational Technique for City Big Data Autor You, Geonhwa

“…The emerging paradigm of the modern city demands big data analytics in urban studies. Data mining techniques for big data have the potential to ascertain…”
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Retracted: Adaptive Clustering Algorithm for IIoT Based Mobile Opportunistic Networks Autor and Communication Networks, Security

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Application of Sample-Compressed Neural Network and Adaptive-Clustering Algorithm for Magnetotelluric Inverse Modeling Autor Liu, Weiqiang, Lu, Qingtian, Yang, Liangyong, Lin, Pinrong, Wang, Zhihui

“…In this letter, two machine learning algorithms are improved, including a sample-compressed neural network algorithm for magnetotelluric (MT) inversion and an…”
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Cost-effective and adaptive clustering algorithm for stream processing on cloud system Autor Xia, Yue, Fang, Junhua, Chao, Pingfu, Pan, Zhicheng, Shang, Jedi S.

“…Clustering is a fundamental operation that plays an essential role in data management and analysis. Clustering algorithms have been well studied over the past…”
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A Novel Adaptive Clustering Algorithm in 3D CoMP Communication for the Internet of Vehicles Autor Du, Derong, Wu, Lingqian, Wu, Xiewen, Liu, Mingyang, Li, Jiazhen, Jian, Xin, Zeng, Xiaoping

“…). This paper proposes an adaptive clustering algorithm for 3D IoV coordinated multipoint (CoMP) transmission and reception communication within the 5th-generation…”
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Inversion of Regional Economic Trend from NPP-VIIRS Nighttime Light Data Based on Adaptive Clustering Algorithm Autor Lu, Hao, Qu, Wenqiang, Min, Shengnan, Chen, Jiaqi

“…) remote sensing data is a research hot spot currently. In this paper, a calibration method based on adaptive clustering algorithm for the Suomi National Polar-orbiting Partnership Visible Infrared Imaging Radiometer Suite (NPP-VIIRS…”
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An adaptive clustering algorithm by neighbourhood search for large-scale data Autor Sevinç, Büşra, Gürler, Selma

“…Adaptive cluster sampling (ACS) is a sampling method relies on the neighbourhood search on a grid structure. It has an adaptive selection process of units and…”
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Research on Underwater Sensor Network Adaptive Clustering Algorithm for Marine Environment Monitoring Autor Xue, Libin, Cao, Chunjie, Zhu, Rongxin

“…In recent years, underwater environmental monitoring has primarily relied on monitoring systems based on underwater sensor networks (UWSNs). The underwater…”
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Adaptive clustering algorithm for community detection in complex networks Autor Ye, Zhenqing, Hu, Songnian, Yu, Jun

“… We introduced a different adaptive clustering algorithm capable of extracting modules from complex networks with considerable accuracy and robustness…”
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Adaptive Clustering Algorithm for Teaching Resources of Chinese Flower and Bird Painting Practice and Theory Course Autor Yang, Gao, Jiang, Yixiang

“…Painting is a two-dimensional visual language that expresses ideas and emotions while also creating aesthetic aspects. Flower and bird painting embodies an…”
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An Agile Adaptive Clustering Algorithm for Wireless Sensor Networks Considering Energy Constraint Autor Nasrollazade, Fateme, Moghadam, Meisam Nesary, Pourmina, Mohammad Ali

“… This paper presents an agile adaptive clustering algorithm to increase the lifetime of wireless sensor networks…”
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A clustering ensemble framework based on selection of fuzzy weighted clusters in a locally adaptive clustering algorithm Autor Parvin, Hamid, Minaei-Bidgoli, Behrouz

“…Each clustering algorithm usually optimizes a qualification metric during its learning process. The qualification metric in traditional clustering algorithms…”
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Adaptive Clustering Algorithm of Complex Network Based on Fuzzy Neural Networks Autor Zhang, Zhixun, Wang, Juan, Xu, Yanqiang, Han, Wei

“… the algorithm’s output result to a close. The experimental results show that the adaptive clustering algorithm of complex networks presented in this paper can effectively…”
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