Fuzzy 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

A split-and-merge segmentation algorithm for line extraction in 2D range images

Geovany A. Borges, M.J. Aldon

Citations: 108 • 2002

A Study on Long-Close Distance Coordination Control Strategy for Litchi Picking

Hongjun Wang, Yiyan Lin, Xiujin Xu, Zhaoyi Chen, Zihao Wu, Yunchao Tang

Citations: 58 • 2022

Navigation of an Autonomous Spraying Robot for Orchard Operations Using LiDAR for Tree Trunk Detection

Ailian Jiang, Tofael Ahamed

Citations: 58 • 2023

A machine learning approach for the detection of supporting rock bolts from laser scan data in an underground mine

Jane Gallwey, Matthew Eyre, John Coggan

Citations: 50 • 2020

An improved target detection method based on YOLOv5 in natural orchard environments

Jiachuang Zhang, Zengrong Yang, Junhui Li, Longlian Zhao

Citations: 42 • 2024

Multivariate Clustering by Dynamics

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Citations: 42 • 2000

Combined Convolutional Neural Networks and Fuzzy Spectral Clustering for Real Time Crack Detection in Tunnels

Anastasios Doulamis, Nikolaos Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos

Citations: 39 • 2018

A method for organs classification and fruit counting on pomegranate trees based on multi-features fusion and support vector machine by 3D point cloud

Chunlong Zhang, Kaifei Zhang, Luzhen Ge, Kunlin Zou, Song Wang, Junxiong Zhang, Wei Li

Citations: 35 • 2020

Algorithms and a Framework for Indoor Robot Mapping in a Noisy Environment Using Clustering in Spatial and Hough Domains

Ankit A. Ravankar, Yohei HOSHINO, Abhijeet Ravankar, Jixin Lv, Takanori Emaru, Yukinori Kobayashi

Citations: 34 • 2015

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

A New Fuzzy Set Merging Technique Using Inclusion-Based Fuzzy Clustering

Mourad Oussalah, Uzay Kaymak

Citations: 27 • 2008

Trajectory planning of redundant manipulator using fuzzy clustering method

Vijyant Agarwal

Citations: 21 • 2011

Vision-based heading angle estimation for an autonomous mobile robots navigation

Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo

Citations: 15 • 2014

A Multiple-Feature and Multiple-Kernel Scene Segmentation Algorithm for Humanoid Robot

Zhi Liu, Shuqiong Xu, Yun Zhang, C. L. Philip Chen

Citations: 13 • 2014

Updating incomplete framework of target recognition database based on fuzzy gap statistic

Zichong Chen, Rui Cai

Citations: 13 • 2021

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

MOUNTAIN METHOD-BASED FUZZY CLUSTERING: METHODOLOGICAL CONSIDERATIONS

Joseph M. Barone, Dimitar Filev, Ronald R. Yager

Citations: 11 • 1995

Poly line map extraction in sensor-based mobile robot navigation using a consecutive clustering algorithm

Mohamad Ali Movafaghpour, Ellips Masehian

Citations: 9 • 2012