Clustering Techniques and Analysis

This area examines various clustering techniques used for data analysis and pattern recognition. It addresses challenges encountered while clustering diverse datasets and enhances existing methodologies.

clustering techniques
data analysis
pattern recognition
DBSCAN
data densities

4,698 papers

Parent topic: Data Integration and Management

AI-assisted content · The overview, paper groupings, and influence analysis on this page are AI-generated. They are intended as a starting point for exploring the field and may contain inaccuracies. Report an error

Papers Over Time

1960197019801990200020102020

Top Papers

Percentage Of All Non-Overlapping Data (PAND)

2007 · 289 citations

Revised DBSCAN Algorithm To Cluster Data With Dense Adjacent Clusters

2013 · 228 citations

Clustering Of Interval Data Based On City–Block Distances

2004 · 169 citations

Cell Type Prioritization In Single-Cell Data

2020 · 140 citations

Garbage Classification System Based On Improved ShuffleNet V2

2022 · 119 citations

Dynamic Clustering For Interval Data Based On L 2 Distance

2006 · 100 citations

An Accuracy Assessment Method For Geographical Line Data Sets Based On Buffering

1999 · 89 citations

Neighbor-based Pattern Detection For Windows Over Streaming Data

2009 · 83 citations

Z-SKY: An Efficient Skyline Query Processing Framework Based On Z-order

2009 · 76 citations

An Improved DBSCAN Algorithm Based On The Neighbor Similarity And Fast Nearest Neighbor Query

2020 · 76 citations

Efficient And Privacy-Preserving Similarity Range Query Over Encrypted Time Series Data

2022 · 64 citations

Adaptive Density-Based Spatial Clustering Of Applications With Noise (DBSCAN) According To Data

2015 · 64 citations

MuDi-Stream: A Multi Density Clustering Algorithm For Evolving Data Stream

2016 · 63 citations

A Novel Progressively Undersampling Method Based On The Density Peaks Sequence For Imbalanced Data

2021 · 63 citations

Efficient Map/Reduce-Based DBSCAN Algorithm With Optimized Data Partition

2012 · 62 citations

Top-k Dominating Queries In Uncertain Databases

2009 · 61 citations

Dynamic Multi-Dimensional Data Structures Based On Quad- And K—D Trees

1982 · 60 citations

A Low Redundancy Data Collection Scheme To Maximize Lifetime Using Matrix Completion Technique

2019 · 58 citations

Locality-Sensitive Bloom Filter For Approximate Membership Query

2012 · 53 citations

Reference-Based Framework For Spatio-Temporal Trajectory Compression And Query Processing

2020 · 51 citations