Search Results - lightweight clustering algorithm

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  1. 1

    A Sector-Based Energy-Efficient Lightweight Clustering Algorithm by Zeng, Bo, Zhao, Chaofeng, Zhang, Yongxin, Sun, Jie, Gao, Xiaofeng

    ISSN: 2169-3536, 2169-3536
    Published: Piscataway IEEE 2022
    Published in IEEE access (2022)
    “… In this study, a sector-based lightweight and flexible clustering algorithm is developed to reduce node energy dissipation and optimize energy efficiency…”
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    Journal Article
  2. 2

    An energy‐aware and lightweight routing algorithm using clustering and mobile sinks in wireless sensor networks by Adabi, Sepideh, Mohammadifar, Ali, Ebrahimi Nezhad, Mohammad Mahdi

    ISSN: 2161-3915, 2161-3915
    Published: Chichester, UK John Wiley & Sons, Ltd 01.09.2022
    “… Based on these solutions, a new algorithm in name “Energy‐aware Routing algorithm using Clustering and Mobile Sinks (ERCMS…”
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    Journal Article
  3. 3

    Research on a Train Safety Driving Method Based on Fusion of an Incremental Clustering Algorithm and Lightweight Shared Convolution by Wang, Hongping, Liu, Xin, Song, Linsen, Zhang, Yiwen, Rong, Xin, Wang, Yitian

    ISSN: 1424-8220, 1424-8220
    Published: Switzerland MDPI AG 01.08.2024
    Published in Sensors (Basel, Switzerland) (01.08.2024)
    “… algorithm with lightweight segmentation techniques. In the detection phase, the paper innovatively employs the incremental clustering algorithm as a core method…”
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    Journal Article
  4. 4

    LDCA: Lightweight Dynamic Clustering Algorithm for IoT-Connected Wide-Area WSN and Mobile Data Sink Using LoRa by Rahman, Gazi M. E., Wahid, Khan A.

    ISSN: 2327-4662, 2327-4662
    Published: Piscataway IEEE 15.01.2022
    Published in IEEE internet of things journal (15.01.2022)
    “… This article proposes a real-time lightweight dynamic clustering algorithm (LDCA) for a WSN…”
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    Journal Article
  5. 5

    Hybrid multi objective marine predators algorithm based clustering for lightweight resource scheduling and application placement in fog by Baskar, R., Mohanraj, E.

    ISSN: 2045-2322, 2045-2322
    Published: London Nature Publishing Group UK 07.05.2025
    Published in Scientific reports (07.05.2025)
    “… In this research, the Hybrid Multi-Objective Marine Predators Algorithm-based Clustering and Fog Picker (HMMPACFP…”
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    Journal Article
  6. 6

    A lightweight heterogeneous network clustering algorithm based on edge computing for 5G by Du, Ruizhong, Liu, Yan, Liu, Liqun, Du, Wenpeng

    ISSN: 1022-0038, 1572-8196
    Published: New York Springer US 01.04.2020
    Published in Wireless networks (01.04.2020)
    “… Due to this motivation, an improved Stable Election Protocol (SEP), named Lightweight in Edge Computing-SEP (LEC-SEP) is proposed…”
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    Journal Article
  7. 7

    A Lightweight Mutual Privacy Preserving k-means Clustering in Industrial IoT by Hu, Chunqiang, Liu, Jianshuo, Xia, Hui, Deng, Shaojiang, Yu, Jiguo

    ISSN: 2327-4697, 2334-329X
    Published: IEEE 01.03.2024
    “… To address these issues, we propose a lightweight <inline-formula><tex-math notation="LaTeX">k</tex-math></inline…”
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    Journal Article
  8. 8

    An adaptive RBF neural network–based multi-objective optimization method for lightweight and crashworthiness design of cab floor rails using fuzzy subtractive clustering algorithm by Wang, Dengfeng, Xie, Chong, Wang, Shuang

    ISSN: 1615-147X, 1615-1488
    Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2021
    “…) method integrating RBF neural network model, fuzzy subtractive clustering (FSC) sequence sampling method and non-dominated sorting genetic algorithm (NSGA-II) is proposed…”
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    Journal Article
  9. 9

    82.5 GHz Photonic W-Band IM/DD PS-PAM4 Wireless Transmission over 300 m Based on Balanced and Lightweight DNN Equalizer Cascaded with Clustering Algorithm by Ge, Jingtao, Zhang, Jie, Xu, Sicong, Wang, Qihang, Lin, Jingwen, Hu, Sheng, Lu, Xin, Ou, Zhihang, Wang, Siqi, Wang, Tong, Li, Yichen, Ma, Yuan, Chen, Jiali, Zhang, Tensheng, Zhou, Wen

    ISSN: 1424-8220, 1424-8220
    Published: Switzerland MDPI AG 27.09.2025
    Published in Sensors (Basel, Switzerland) (27.09.2025)
    “…With the rise of 6G, the exponential growth of data traffic, the proliferation of emerging applications, and the ubiquity of smart devices, the demand for…”
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    Journal Article
  10. 10

    A Formal Energy Consumption Analysis to Secure Cluster-Based WSN: A Case Study of Multi-Hop Clustering Algorithm Based on Spectral Classification Using Lightweight Blockchain by Ebobissé Djéné, Yves Frédéric, El Idrissi, Mohammed Sbai, Tardif, Pierre-Martin, Jorio, Ali, El Bhiri, Brahim, Fakhri, Youssef

    ISSN: 1424-8220, 1424-8220
    Published: Basel MDPI AG 01.10.2022
    Published in Sensors (Basel, Switzerland) (01.10.2022)
    “… minimization, load balancing, routing techniques, etc. As cluster-based algorithms proved to be efficient in terms of energy balancing, security has been of less importance in the field…”
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    Journal Article
  11. 11

    Lightweight Support Vector Clustering Algorithm for Community Detection in Complex Networks by Wang, Feifan, Zhang, Baihai, Chai, Senchun, Cui, Lingguo, Yao, Fenxi

    ISSN: 1934-1768
    Published: Technical Committee on Control Theory, Chinese Association of Automation 01.07.2018
    Published in Chinese Control Conference (01.07.2018)
    “… In this paper, we propose a lightweight support vector clustering method. It surpasses traditional support vector approaches in terms of accuracy and complexity on account…”
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    Conference Proceeding
  12. 12

    A Lightweight Intrusion Detection Method Based on Fuzzy Clustering Algorithm for Wireless Sensor Networks by Wang, Ping, Tang, Xiaoming, Lei, Libiao, Qu, Hongchun

    ISSN: 1687-7101, 1687-711X
    Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2018
    Published in Advances in Fuzzy Systems (01.01.2018)
    “…For resource-constrained wireless sensor networks (WSNs), designing a lightweight intrusion detection technology has been a hot and difficult issue…”
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    Journal Article
  13. 13

    Lightweight Wi-Fi Fingerprinting with a Novel RSS Clustering Algorithm by Quezada-Gaibor, Darwin, Torres-Sospedra, Joaquin, Nurmi, Jari, Koucheryavy, Yevgeni, Huerta, Joaquin

    ISSN: 2471-917X
    Published: IEEE 29.11.2021
    “…Nowadays, several indoor positioning solutions sup-port Wi-Fi and use this technology to estimate the user position. It is characterized by its low cost,…”
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    Conference Proceeding
  14. 14

    A Lightweight Detection Method for Atrial Fibrillation Using Clustering Feature Extraction on Wearable Devices by He, Runnan, Zhang, Zhihan, Liu, Yang, Ming, Dong, Li, Qince, Liu, Xiuyun

    ISSN: 0018-9456, 1557-9662
    Published: New York IEEE 2025
    “… This study proposes a lightweight AF detection method utilizing clustering feature extraction on wearable ECG devices…”
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    Journal Article
  15. 15

    A lightweight weakly supervised learning segmentation algorithm for imbalanced image based on rotation density peaks by Yan, Ming, Chen, Yewang, Chen, Yi, Zeng, Guoyao, Hu, Xiaoliang, Du, Jixiang

    ISSN: 0950-7051, 1872-7409
    Published: Amsterdam Elsevier B.V 23.05.2022
    Published in Knowledge-based systems (23.05.2022)
    “… However, we find that these imbalanced images have similar decision graphs obtained by a lightweight and simple clustering algorithm Density Peaks (DPeaks…”
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    Journal Article
  16. 16

    MHM-RTC: Multi-Hop Mobility-Based Real-Time Clustering Algorithm for Wide-Area Wireless Sensor Network by Sumon, Md Ridoy Ad, Siddiqui, Mushran, Rahman, Gazi M. Ehsan ur, Mostafa, Raqibul

    ISSN: 2169-3536, 2169-3536
    Published: Piscataway IEEE 2025
    Published in IEEE access (2025)
    “… This article introduces the Multi-hop Mobility-based Real-Time Clustering (MHM-RTC) algorithm, which utilizes long-range (LoRa…”
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    Journal Article
  17. 17

    Flag-Based Vehicular Clustering Scheme for Vehicular Ad-Hoc Networks by Samann, Fady, Askar, Shavan

    ISSN: 1546-2226, 1546-2218, 1546-2226
    Published: Henderson Tech Science Press 2023
    Published in Computers, materials & continua (2023)
    “…Clustering schemes in vehicular networks organize vehicles into logical groups. They are vital for improving network performance, accessing the medium, and enabling efficient data dissemination…”
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    Journal Article
  18. 18

    Exploring the Development of Chinese Digital Resources under Lightweight Deep Learning by Song, Bai

    ISSN: 1687-5265, 1687-5273, 1687-5273
    Published: New York Hindawi 29.06.2022
    “…From 2019, countries worldwide have been negatively affected by the corona virus disease 2019 (COVID-19) in all aspects of social life. The high-tech digital…”
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    Journal Article
  19. 19

    Out-of-Core Edge Partitioning at Linear Run-Time by Mayer, Ruben, Orujzade, Kamil, Jacobsen, Hans-Arno

    ISSN: 2375-026X
    Published: IEEE 01.05.2022
    Published in Data engineering (01.05.2022)
    “… Out-of-core edge partitioning algorithms are able to tackle the problem with low memory over-head…”
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    Conference Proceeding
  20. 20

    LDTS: A Lightweight and Dependable Trust System for Clustered Wireless Sensor Networks by Li, Xiaoyong, Zhou, Feng, Du, Junping

    ISSN: 1556-6013, 1556-6021
    Published: New York IEEE 01.06.2013
    “… In this work, we proposed a lightweight and dependable trust system (LDTS) for WSNs, which employ clustering algorithms…”
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    Journal Article