Mar 11, 2024 · A simpler and more effective algorithm for seed initialization is proposed, it has a better accuracy rate than the alternative algorithms.
Mar 11, 2024 · A simpler and more effective algorithm for seed initialization is proposed, it has a better accuracy rate than the alternative algorithms.
Mar 13, 2024 · These algorithms perform better on real and large‐scale datasets, but they are unable to achieve optimum results with unbalanced datasets.
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Qian Bi, Huadong Sun, Cheng Qian, Ke Zhang : An improved seeds scheme in K-means clustering algorithm for the UAVs control system application. IET Commun.
“…Zhang et al. found an improved K‐means seed initialization and k‐value determination method [27]. They performed a simulation analysis using the UCI data set.
SSE value results on Vowel data set. An improved seeds scheme in K‐means clustering algorithm for the UAVs control system application.
Apr 18, 2022 · We propose a novel initial seeds selection algorithm, called ISS_OD, based on outlier detection. In ISS_OD, we select the initial seeds of K-means clustering.
An Improved Weighted and Location-based Clustering (IWLC) scheme is proposed for FANET performance enhancement, under the constraints of network resources.
An improved seeds scheme in K-means clustering algorithm for the UAVs control system application. 2024, IET Communications. One-Pass Additive-Error Subset ...