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Advanced Clustering Algorithms Research

21 works

  1. The Same Size Distribution of Data Based on Unsupervised Clustering Algorithms

    Akbar Rashidov, Akmal Akhatov, Fayzullo Nazarov

    ChapterAdvanced Clustering Algorithms ResearchLecture notes on data engineering and communications technologies202318 citations
    ABI

  2. Data Visualization and its Proof by Compactness Criterion of Objects of Classes

    Saidov Doniyor Yusupovich

    ArticleStatistical and Computational ModelingInternational Journal of Intelligent Systems and Applications201710 citations
    ABI

  3. Workplace accidents analysis with a coupled clustering methods: S.O.M. and K-means algorithms

    Lorenzo Comberti, Gabriele Baldissone, Micaela Demichela

    ArticleAnomaly Detection Techniques and ApplicationsDOAJ (DOAJ: Directory of Open Access Journals)20151 citations
    ABI

  4. Enhanced Chernoff faces

    B. T. Kabulov, N. B. Tashpulatova

    ArticleAdvanced Clustering Algorithms Research20100 citations
    ABI

  5. Clustering by Fast Search and Find of Density Peaks with Data Field

    Shuliang Wang, Dakui Wang, Caoyuan Li +2

    ArticleAdvanced Clustering Algorithms ResearchChinese Journal of Electronics20160 citations
    ABI

  6. Deep Auto‐encoded Clustering Algorithm for Community Detection in Complex Networks

    Feifan Wang, Baihai Zhang, Senchun Chai

    ArticleComplex Network Analysis TechniquesChinese Journal of Electronics20190 citations
    ABI

  7. The Effect of “Directness” of the Distance Metric to Produce Compact and Accurate Associative Classification Models

    Jamolbek Mattiev, Christopher Meza, Branko Kavšek

    ArticleData Mining Algorithms and ApplicationsApplied Sciences20220 citations
    ABI

  8. An efficient framework for obtaining the initial cluster centers

    B. K. Mishra, Sachi Nandan Mohanty, Ritik R. Baidyanath +5

    ArticleAdvanced Clustering Algorithms ResearchScientific Reports20230 citations
    ABI

  9. PROBLEMS AND SOLUTION IN BIG DATA

    I.E.Abdirahimov

    ArticleNeural Networks and ApplicationsZenodo (CERN European Organization for Nuclear Research)20230 citations
    ABI

  10. Dimensionality Reduction Using Pseudo-Boolean Polynomials for Cluster Analysis

    Tendai Mapungwana Chikake, Boris Goldengorin

    ChapterGene expression and cancer classificationSpringer optimization and its applications20230 citations
    ABI

  11. Interaction and Segmentation Analysis in Green Science: A Maximum Likelihood Approach

    Usarov Jurabek, Avazkhon Agzamov, Nurbek Rizaev +1

    ArticleComplex Network Analysis TechniquesE3S Web of Conferences20240 citations
    ABI

  12. CLUSTERING ALGORITHM BASED ON SIMILARITY OF OBJECTS

    Akhram Khasanovich Nishanov, Alisher Tursunov, Fayzullo Farhod o'g'li Ollamberganov

    ArticleAdvanced Computational Techniques and ApplicationsHimičeskaâ tehnologiâ. Kontrolʹ i upravlenie/Chemical Technology. Control and Management20240 citations
    ABI

  13. Next-Generation K-Means Clustering: Mojo-Driven Performance for Big Data

    Touhidul Seyam, Md. Hossain, Rajib Ghose +4

    ArticleAnomaly Detection Techniques and ApplicationsInternational Journal of Intelligent Information Systems20250 citations
    ABI

  14. Algorithms for clustering and classification of objects by importance levels

    Fayzulla Ollamberganov, Fazilbek Zaripov, Shamil Mukhsinov +2

    ArticleData Management and AlgorithmsAIP conference proceedings20250 citations
    ABI

  15. Unsupervised Hierarchical Clustering and Rule-Based Labeling of Uzbek Educational Texts

    Khabibulla Madatov, Sapura Sattarova, Feruza Abdrimova

    ArticleAdvanced Clustering Algorithms Research20250 citations
    ABI

  16. K-Means Clustering with GIS Integration for Optimal Placement of Electric Vehicle Charging Stations

    Nidal AbidAl-Hamid Al-Dmour, Sameh Ghwanmeh, Priya Vij +3

    ArticleElectric Vehicles and Infrastructure20250 citations
    ABI

  17. Advancing unsupervised clustering: A systematic review of hybrid K-means and metaheuristic optimization algorithms in data mining

    Reza Iqbal Pramudya, Tonni Agustiono Kurniawan, Muhammad Helmi Candra +2

    ArticleAdvanced Clustering Algorithms ResearchComputer Science Review20260 citations
    ABI

  18. Topic Cluster Identification Using Spectral Clustering in Academic Research Organization Platforms

    Kim Tatyana, Burxonova Gulmira, Masud Djabborov +4

    ArticleComplex Network Analysis Techniques20260 citations
    ABI

  19. Optimized Cluster Head Selection with Enhanced Energy Efficiency

    D. Angeline Ranjithamani, R. S. Rajesh, Christo Ananth

    ArticleAdvanced Clustering Algorithms Research20260 citations
    ABI

  20. Scalable Customer Segmentation with Mini-Batch K-Means on Apache Spark: A Comparative Study of Clustering Algorithms

    Khamza Eshankulov, Murodjon Khusenov, Nozimjon Khojiyev +2

    ChapterCustomer churn and segmentationCommunications in computer and information science20260 citations
    ABI

  21. Hybrid Deep Clustering Framework for Unsupervised Pattern Recognition in Complex Datasets

    Nodira BOYMURODOVA, Dilnoza Yuldasheva, Doniyor Ganiev +2

    ChapterAdvanced Clustering Algorithms ResearchLecture notes in networks and systems20260 citations
    ABI