Výsledky vyhľadávania - "SOM clustering algorithm"

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    Fault warning study of gearbox based on SOM-ASTGCN-BiLSTM and mutual diagnosis of same clustered wind turbines Autor Gu, Bo, Zhang, Hongtao, Yue, Shuai, Suslov, Konstantin, Shi, Jie

    ISSN: 0960-1481
    Vydavateľské údaje: Elsevier Ltd 01.10.2025
    Vydané v Renewable energy (01.10.2025)
    “… This method utilizes the SOM clustering algorithm to cluster wind turbines with similar external environments and operation states into one cluster, which provides support for the mutual diagnosis…”
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    A novel evaluation method of renewable energy development based on improved rough set theory and grey cloud model Autor Leng, Ya-Jun, Zhang, Huan

    ISSN: 0959-6526, 1879-1786
    Vydavateľské údaje: Elsevier Ltd 20.11.2023
    Vydané v Journal of cleaner production (20.11.2023)
    “… Firstly, based on the normalized evaluation data, self-organizing map (SOM) clustering algorithm and system clustering…”
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    FSSOM: One novel SOM clustering algorithm based on feature selection Autor Ming Liu, Yuan-Chao Liu, Xiao-Long Wang

    ISBN: 1424420954, 9781424420957
    ISSN: 2160-133X
    Vydavateľské údaje: IEEE 01.07.2008
    “…In order to reduce dimension number of feature space and improve clustering precision, a novel SOM clustering algorithm based on feature selection-FSSOM is provided in this paper…”
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    Research on Customer Segmentation Based on a Two-Stage SOM Clustering Algorithm Autor Ying Li, Yuanyuan Wu, Feng Lin

    ISBN: 1424446384, 9781424446384
    Vydavateľské údaje: IEEE 01.09.2009
    “…Correct customer segmentation is the first step of effective CRM, not only play a role to optimize enterprise's resources distribution or reduce cost, but also…”
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    Displacement Analysis of Geothermal Field Based on PSInSAR And SOM Clustering Algorithms A Case Study of Brady Field, Nevada—USA Autor Cavur, Mahmut, Moraga, Jaime, Duzgun, H. Sebnem, Soydan, Hilal, Jin, Ge

    ISSN: 2072-4292, 2072-4292
    Vydavateľské údaje: Switzerland MDPI AG 20.01.2021
    Vydané v Remote sensing (Basel, Switzerland) (20.01.2021)
    “…The availability of free and high temporal resolution satellite data and advanced SAR techniques allows us to analyze ground displacement cost-effectively. Our…”
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    Displacement Analysis of Geothermal Field Based on PSInSAR And SOM Clustering Algorithms A Case Study of Brady Field, Nevada—USA Autor Cavur, Mahmut, Moraga, Jaime, Duzgun, H. Sebnem, Soydan, Hilal, Jin, Ge

    ISSN: 2072-4292, 2072-4292
    Vydavateľské údaje: United States MDPI 20.01.2021
    Vydané v Remote sensing (Basel, Switzerland) (20.01.2021)
    “…The availability of free and high temporal resolution satellite data and advanced SAR techniques allows us to analyze ground displacement cost-effectively. Our…”
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    Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data Autor Ullah, Amin, Haydarov, Kilichbek, Ul Haq, Ijaz, Muhammad, Khan, Rho, Seungmin, Lee, Miyoung, Baik, Sung Wook

    ISSN: 1424-8220, 1424-8220
    Vydavateľské údaje: Switzerland MDPI AG 06.02.2020
    Vydané v Sensors (Basel, Switzerland) (06.02.2020)
    “…The exponential growth in population and their overall reliance on the usage of electrical and electronic devices have increased the demand for energy…”
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    Adaptive protection scheme for microgrids based on SOM clustering technique Autor Ghadiri, Seyyed Mohammad Ebrahim, Mazlumi, Kazem

    ISSN: 1568-4946, 1872-9681
    Vydavateľské údaje: Elsevier B.V 01.03.2020
    Vydané v Applied soft computing (01.03.2020)
    “…Microgrids are penetrating into the power systems at an unprecedented rate. The reason is the mutual economic and environmental benefits of microgrids, both…”
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    Urban Flood Risk Assessment in Zhengzhou, China, Based on a D-Number-Improved Analytic Hierarchy Process and a Self-Organizing Map Algorithm Autor Wu, Zening, Xue, Wanjie, Xu, Hongshi, Yan, Denghua, Wang, Huiliang, Qi, Wenchao

    ISSN: 2072-4292, 2072-4292
    Vydavateľské údaje: Basel MDPI AG 01.10.2022
    Vydané v Remote sensing (Basel, Switzerland) (01.10.2022)
    “…) and a self-organizing map (SOM) clustering algorithm are proposed for urban flooding risk assessment…”
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    Load estimation for microgrid planning based on a self-organizing map methodology Autor Llanos, Jacqueline, Morales, Raúl, Núñez, Alfredo, Sáez, Doris, Lacalle, Matías, Marín, Luis Gabriel, Hernández, Roberto, Lanas, Fernando

    ISSN: 1568-4946, 1872-9681
    Vydavateľské údaje: Elsevier B.V 01.04.2017
    Vydané v Applied soft computing (01.04.2017)
    “…[Display omitted] •A novel method for generating daily load profiles for isolated communities is proposed.•The social characteristics and lifestyles of…”
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    Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies Autor Ortiz, A., Górriz, J.M., Ramírez, J., Salas-González, D., Llamas-Elvira, J.M.

    ISSN: 1568-4946, 1872-9681
    Vydavateľské údaje: Elsevier B.V 01.05.2013
    Vydané v Applied soft computing (01.05.2013)
    “…[Display omitted] ► Two New MR image segmentation algorithms have been presented. ► Methods based on SOM. ► Devised new SOM clustering techniques for MRI…”
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    Using the self organizing map for clustering of text documents Autor Isa, Dino, Kallimani, V.P., Lee, Lam Hong

    ISSN: 0957-4174, 1873-6793
    Vydavateľské údaje: Elsevier Ltd 01.07.2009
    Vydané v Expert systems with applications (01.07.2009)
    “…An increasing number of computational and statistical approaches have been used for text classification, including nearest-neighbor classification, naïve Bayes…”
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    Classification of natural circulation two-phase flow image patterns based on self-organizing maps of full frame DCT coefficients Autor de Mesquita, Roberto N., Castro, Leonardo F., Torres, Walmir M., Rocha, Marcelo da S., Umbehaun, Pedro E., Andrade, Delvonei A., Sabundjian, Gaiane, Masotti, Paulo H.F.

    ISSN: 0029-5493, 1872-759X
    Vydavateľské údaje: Elsevier B.V 15.08.2018
    Vydané v Nuclear engineering and design (15.08.2018)
    “…[Display omitted] •Images of natural circulation instabilities classified using Self-Organizing Maps.•Full-Frame Discrete Cosine Transform coefficients used as…”
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    Implementasi Kombinasi Algoritme Self-Organizing Map dan Fuzzy C-Means untuk Pengelompokan Performa Belajar Siswa pada Media Pembelajaran Digital Autor Luckyana, Nabila Divanadia, Supianto, Ahmad Afif, Tibyani, Tibyani

    ISSN: 2355-7699, 2528-6579
    Vydavateľské údaje: University of Brawijaya 15.06.2021
    “…Media pembelajaran digital mampu menyimpan data dalam bentuk log data yang dapat digunakan untuk melihat perbedaan performa siswa yang tentu saja berbeda-beda…”
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    Active contour model driven by Self Organizing Maps for image segmentation Autor Dong, Bin, Weng, Guirong, Jin, Ri

    ISSN: 0957-4174, 1873-6793
    Vydavateľské údaje: New York Elsevier Ltd 01.09.2021
    Vydané v Expert systems with applications (01.09.2021)
    “…•A new function for computing local self-organizing clustering center with SOM clustering algorithm…”
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    Seasonal to decadal variability and persistence properties of the Euro-Atlantic jet streams characterized by complementary approaches Autor Banderier, Hugo, Tuel, Alexandre, Woollings, Tim, Martius, Olivia

    ISSN: 2698-4016, 2698-4016
    Vydavateľské údaje: Copernicus Publications 27.06.2025
    Vydané v Weather and climate dynamics (27.06.2025)
    “…) clustering algorithm to create a 2D distance-preserving discrete feature space for the tropopause-level summer wind field over the North Atlantic…”
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