Correlation 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

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

Adaptive DBSCAN LiDAR Point Cloud Clustering For Autonomous Driving Applications

Mohammad El Yabroudi, Khalfalla Awedat, Rakan Chabaan, Osama Abudayyeh, Ikhlas Abdel‐Qader

Citations: 35 • 2022

Using Greedy algorithm: DBSCAN revisited II

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

Citations: 34 • 2004

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

Performance analysis of clustering methods for balanced multi-robot task allocations

Murugappan Elango, Nachiappan Subramanian, Shams Rahman, Mark Goh, Hing Kai Chan

Citations: 21 • 2021

A density based clustering approach for web robot detection

Mahdieh Zabihi, Majid Vafaei Jahan, Javad Hamidzadeh

Citations: 18 • 2014

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

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

Path Planning Algorithm Based on Obstacle Clustering Analysis and Graph Search

Lei Wang, Lifan Sun

Citations: 6 • 2023

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

Density Based k-Nearest Neighbors Clustering Algorithm for Trajectory Data

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

Citations: 5 • 2015

Motion learning from observation using Affinity Propagation clustering

Guoting Chang, Dana Kulić

Citations: 4 • 2013