Data stream clustering

A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects

Absalom E. Ezugwu, Abiodun M. Ikotun, Olaide O. Oyelade, Laith Abualigah, Jeffrey O. Agushaka, Christopher Ifeanyi Eke, Andronicus A. Akinyelu

Citations: 869 • 2022

Incremental Spectral Clustering and Its Application To Topological Mapping

Christoffer Valgren, Tom Duckett, Achim J. Lilienthal

Citations: 71 • 2007

Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering

Lanlan Rui, Siqi Yang, Shiyou Chen, Yang Yang, Zhipeng Gao

Citations: 23 • 2022

Density Based k-Nearest Neighbors Clustering Algorithm for Trajectory Data

Ajaya Kumar Akasapu, P. Srinivasa Rao, Lokesh Kumar Sharma, Saumya Satpathy

Citations: 5 • 2015

Clustering of robotic environment using image data stream

Priyanka C. Nair, Radhakrishnan Gopalapillai, Deepa Gupta, Sudarshan T.S.B.

Citations: 3 • 2015

A probability distribution-based point cloud clustering algorithm

Xia Yuan, Chun Xia Zhao, Hao feng Zhang

Citations: 2 • 2012