Search Results - Kmeans clustering algorithm

Road network partitioning method based on Canopy-Kmeans clustering algorithm by Lin, Xiaohui, Xu, Jianmin

“…-areas of road network, but when Kmeans clustering algorithm is used in road network partitioning, it is easy to fall into the local optimal solution…”
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AD‐KMeans: A Novel Clustering Algorithm for Fraud Detection in Imbalanced Datasets by Ullah, Mohammad Aman

“… This research introduces an adaptive clustering algorithm (AD‐KMeans) that dynamically adjusts the number of clusters based on variance and density thresholds, enabling better identification of hidden fraudulent activity…”
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Prediction of wind energy location by parallel programming using MPI-based KMEANS clustering algorithm by Ponnuswamy, Priya, Palaniappan, Shabariram Chokkalingam

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A new hybrid optimization approach using PSO, Nelder-Mead Simplex and Kmeans clustering algorithms for 1D Full Waveform Inversion by Aguiar Nascimento, Rutinaldo, Neto, Álvaro Barroca, Bezerra, Yuri Shalom de Freitas, do Nascimento, Hugo Alexandre Dantas, Lucena, Liacir dos Santos, de Freitas, Joaquim Elias

“… We call the hybrid algorithm of the PSO-Kmeans-ANMS. Where K-means is responsible for dividing swarms of particles into 2 clusters at every instant…”
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A novel system for discovery and reuse of typical process route based on information entropy and PSO-Kmeans clustering algorithm by LI, Chunlei, CHANG, Zhiyong, LI, Liang

“… clustering algorithm is proposed in this paper. In this system, a similarity measurement method of machining process routes based on the information entropy of multistage longest common subsequence is developed…”
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Workload Balancing for Photolithography Machines in Semiconductor Manufacturing via Estimation of Distribution Algorithm Integrating Kmeans Clustering by Chen, LiangChao, Qiao, Yan, Wu, NaiQi, Ghahramani, Mohammadhossein, Shao, YongHua, Zhan, SiJun

“…This work focuses on the scheduling of a photolithography area with multiple machine groups and each one consists of a predetermined number of photolithography…”
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An Efficient Technique for Tumor Detection and Classification Using KMeans Clustering Algorithm by Sangeeta, Nagendra, H

“…Computed Tomography (CT), Single-Photon Emission Computed Tomography (SPECT), Positron Emission Tomography (PET), Magnetic Resonance Spectroscopy (MRS) as well…”
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Optimization and Parallelization of Fuzzy Clustering Algorithm Based on the Improved Kmeans++ Clustering by Ma, Yu, Cheng, Wenjuan

“…In the field of big data, fuzzy clustering algorithm is one of the most widely used clustering algorithm…”
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The water supply association analysis method in Shenzhen based on kmeans clustering discretization and apriori algorithm by Liu, Xin, Sang, Xuefeng, Chang, Jiaxuan, Zheng, Yang, Han, Yuping

“…Since water supply association analysis plays an important role in attribution analysis of water supply fluctuation, how to carry out effective association…”
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A novel system for discovery and reuse of typical process route based on information entropy and PSO-Kmeans clustering algorithm by LI, Chunlei, CHANG, Zhiyong, LI, Liang

“… clustering algorithm is proposed in this paper. In this system, a similarity measurement method of machining process routes based on the information entropy of multistage longest common subsequence is developed…”
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Extensions of Kmeans-Type Algorithms: A New Clustering Framework by Integrating Intracluster Compactness and Intercluster Separation by Huang, Xiaohui, Ye, Yunming, Zhang, Haijun

“… However, most kmeans-type clustering algorithms rely on only intracluster compactness while overlooking intercluster separation…”
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Research on PCA-Kmeans++ clustering algorithm considering Spatiotemporal dimension by Huang, Jiale, Dai, Jingtong, Li, Yanjin

“…Aiming at the problem that traditional clustering algorithms cannot adapt to spatiotemporal data mining, this paper proposes a new clustering algorithm PCA-Kmeans…”
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Community Detection and Visualization in Complex Network by the Density-Canopy-Kmeans Algorithm and MDS Embedding by Li, Manzhi, Wang, Hongtao, Long, Haixia, Xiang, Ju, Wang, Bo, Xu, Junlin, Yang, Jialiang

“… In this paper, we propose a Density-Canopy-Kmeans clustering algorithm (DCK) to detect network community structure…”
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Anomaly electricity detection method based on entropy weight method and isolated forest algorithm by Jianyuan, Wang, Chengcheng, Gu, Kechen, Liu

“… Firstly, the users are classified by the k-means clustering algorithm, and then the characteristics of each type of user are extracted and the feature set is processed by the principal component…”
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Study on typical process route mining method based on multilevel longest common subsequence information entropy and intelligent clustering model by Chunlei, Li

“…) information entropy and intelligent clustering model is proposed in this paper…”
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Research on load management strategies based on Bi-kmeans clustering algorithm by Zhang, Siwen, Zhang, Bo, Bai, Yunlong, Zhang, Yuzhuo, Peng, Wu

“…; then the load time series data of different users are clustered by Bikmeans clustering algorithm, so as to divide multiple users into different types of electricity consumption…”
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Research on knn algorithm based on kmeans clustering and collaborative filtering hybrid algorithm in AI teaching by Zhao, Yang, Zhang, Jun

“…room teaching to achieve precision and personalized teaching. This paper discusses the application principle of recommendation algorithm and collaborative filtering hybrid algorithm based on Knn-kmeans model in AI teaching platform…”
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Gas Leak Real-Time Detection and Volume Flow Quantification Based on Infrared Imaging and Advanced Algorithms by Yan, Man, Li, Zhou, Dong, Zheng, Liun, Yiming, Chen, Liyun, Wu, Xiaosong, Wu, Lijun

“… economical equipments. In this paper, we present a strategy for automating real-time identification and quantification of gases in the mid-infrared band by combining an infrared camera combined with a series optimized algorithms…”
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Analysis of Learning Internal Drive of Private University Students Based on KMeans Clustering Algorithm by Sanjun, Ding, Yadav, Amit, Khan, Asif, Yadav, Dakshina

“… This paper makes an in-depth analysis on the learning motivation of students in private colleges and universities, uses K means clustering algorithm to analyze the learning drive of students…”
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Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism by Goicovich, Isaac, Olivares, Paulo, Román, Claudio, Vázquez, Andrea, Poupon, Cyril, Mangin, Jean-François, Guevara, Pamela, Hernández, Cecilia

“… Some applications, such as real-time visualization and inter-subject clustering, need fast and high-quality intra-subject clustering algorithms…”
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