CURE data clustering algorithm

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

Generalized picture distance measure and applications to picture fuzzy clustering

Lê Hoàng Sơn

Citations: 273 • 2016

Incremental Spectral Clustering and Its Application To Topological Mapping

Christoffer Valgren, Tom Duckett, Achim J. Lilienthal

Citations: 71 • 2007

Multivariate Clustering by Dynamics

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Citations: 42 • 2000

Using Greedy algorithm: DBSCAN revisited II

Shihong Yue, Li Ping, Guo Ji-dong, Shuigeng Zhou

Citations: 34 • 2004

Embedded vision equipment of industrial robot for inline detection of product errors by clustering–classification algorithms

Kamil Židek, Vladislav Maxim, Ján Piteľ, Alexander Hošovský

Citations: 33 • 2016

Automatic multi-objective clustering based on game theory

Imen Heloulou, Mohammed Saïd Radjef, Tahar Kechadi

Citations: 28 • 2016

Motion clustering and estimation with conditional random fields

Gian Diego Tipaldi, Fábio Ramos

Citations: 27 • 2009

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

Recent trends in Ant Colony Optimization and data clustering: A brief survey

Poojitha Rao P Naga

Citations: 13 • 2011

Range image-based density-based spatial clustering of application with noise clustering method of three-dimensional point clouds

Mingyun Wen, Seoungjae Cho, Jeongsook Chae, Yunsick Sung, Kyungeun Cho

Citations: 13 • 2018

An Identification and Localization Method for 3D Workpiece Welds Based on the DBSCAN Point Cloud Clustering Algorithm

Nian Zhou, Ping Jiang, Shiliang Jiang, Leshi Shu, Xiaoyue Ni, Linjun Zhong

Citations: 12 • 2024

Review of Clustering Techniques

G. Sreenivasulu, S. Viswanadha Raju, N. Sambasiva Rao

Citations: 10 • 2016

Grid-Based DBSCAN Clustering Accelerator for LiDAR’s Point Cloud

Sangho Lee, Seongmo An, Jinyeol Kim, Hun Namkung, Joungmin Park, Raehyeong Kim, Seung Eun Lee

Citations: 9 • 2024

An Efficient Image Segmentation Algorithm for Object Recognition Using Spectral Clustering

Xiaochun Wang, Xiali Wang, D.M. Wilkes

Citations: 9 • 2019

Density-based Clustering for 3D Stacked Pipe Object Recognition using Directly-given Point Cloud Data on Convolutional Neural Network

Alfan Rizaldy Pratama, Bima Sena Bayu Dewantara, Dewi Mutiara Sari, Dadet Pramadihanto

Citations: 6 • 2022

String-Based Feature Representation for Trajectory Clustering

B. A. Sabarish, R. Karthi, T. Gireesh Kumar

Citations: 5 • 2019

Density Based k-Nearest Neighbors Clustering Algorithm for Trajectory Data

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

Citations: 5 • 2015

Analysis of Cluster Formation Techniques for Multi-robot Task Allocation Using Sequential Single-Cluster Auctions

Bradford Heap, Maurice Pagnucco

Citations: 4 • 2012

Performance Evaluation of Large Data Clustering Techniques on Web Robot Session Data

Dilip Singh Sisodia, Rahul Borkar, Hari Shrawgi

Citations: 4 • 2018