Clustering Optimization Strategies

This cluster explores optimization techniques specifically geared towards enhancing clustering methodologies. It addresses challenges in clustering efficiency and effectiveness across datasets.

Clustering
Optimization
Techniques
Efficiency
Effectiveness

2,392 papers

Parent topic: Intelligent Systems and Learning

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Papers Over Time

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Top Papers

Study On Density Peaks Clustering Based On K-Nearest Neighbors And Principal Component Analysis

2016 · 386 citations

A Modified Split-Radix FFT With Fewer Arithmetic Operations

2007 · 294 citations

Advances In Sine Cosine Algorithm: A Comprehensive Survey

2021 · 261 citations

Natural Neighbor: A Self-Adaptive Neighborhood Method Without Parameter K

2016 · 192 citations

Seeded Region Growing: An Extensive And Comparative Study

2005 · 169 citations

How To Specify A Reference Point In Hypervolume Calculation For Fair Performance Comparison

2018 · 157 citations

Search Algorithm For Minimum Reliability Index Of Earth Slopes

1999 · 156 citations

Wave Train Model For Knickpoint Migration

2009 · 125 citations

Dragonfly Algorithm: A Comprehensive Review And Applications

2020 · 125 citations

Dual <Inline-Formula> <Tex-Math notation="LaTeX">$P$</tex-math> </Inline-Formula>-<Inline-Formula> <Tex-Math notation="LaTeX">$Q$</tex-math> </Inline-Formula> Theory Based Energy-Optimized Dynamic Voltage Restorer For Power Quality Improvement In A Distribution System

2019 · 94 citations

Advances In Studies And Applications Of Centroidal Voronoi Tessellations

2010 · 78 citations

Improved Sqrt-Cosine Similarity Measurement

2017 · 72 citations

Efficient Volume Sampling For Row/Column Subset Selection

2010 · 70 citations

Density Peak Clustering Based On Relative Density Relationship

2020 · 67 citations

A Chunking Method For Euclidean Distance Matrix Calculation On Large Dataset Using Multi-GPU

2010 · 65 citations

Opportunities And Challenges Of Modular Methods In Dense Urban Environment

2017 · 63 citations

SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based On Furthest Neighbour Algorithm

2020 · 61 citations

Tree-ring-width-based PDSI Reconstruction For Central Inner Mongolia, China Over The Past 333 Years

2016 · 61 citations

An Improved Encoder-Decoder Network Based On Strip Pool Method Applied To Segmentation Of Farmland Vacancy Field

2021 · 59 citations

On The Error Vector Magnitude As A Performance Metric And Comparative Analysis

2006 · 58 citations