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BLOCK-DBSCAN: Fast clustering for large scale data

Pattern recognition, 2021-01, Vol.109, p.107624, Article 107624

2021

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A fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data

Pattern recognition, 2018-11, Vol.83, p.375-387

2018

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GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

Information sciences, 2024-07, Vol.674, p.120731, Article 120731

2024

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An Empirical Study on Anomaly Detection Using Density-based and Representative-based Clustering Algorithms

Journal of Nigerian Society of Physical Sciences, 2023-04, Vol.5 (2), p.1364

2023

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Application of the novel harmony search optimization algorithm for DBSCAN clustering

Expert systems with applications, 2021-09, Vol.178, p.115054, Article 115054

2021

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Improving the performance of the FCM algorithm in clustering using the DBSCAN algorithm

Iranian journal of numerical analysis and optimization, 2023-12, Vol.13 (Issue 4), p.763-774

2023

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KNN-BLOCK DBSCAN: Fast Clustering for Large-Scale Data

IEEE transactions on systems, man, and cybernetics. Systems, 2021-06, Vol.51 (6), p.3939-3953

2021

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Clustering West Nile Virus Spatio-temporal data using ST-DBSCAN

Procedia computer science, 2018, Vol.132, p.1218-1227

2018

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DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN

ACM transactions on database systems, 2017-09, Vol.42 (3), p.1-21

2017

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dbscan : Fast Density-Based Clustering with R

Journal of statistical software, 2019-10, Vol.91 (1), p.1-30

2019

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Increasing the precision of public transit user activity location detection from smart card data analysis via spatial–temporal DBSCAN

Data & knowledge engineering, 2024-09, Vol.153, p.102343, Article 102343

2024

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Improved DBSCAN algorithm based signal recovery technology in coherent optical communication systems

Optics communications, 2022-10, Vol.521, p.128590, Article 128590

2022

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Efficient density and cluster based incremental outlier detection in data streams

Information sciences, 2022-08, Vol.607, p.901-920

2022

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Classification of Foods Based on Nutritional Content Using K-Means and DBSCAN Clustering Methods

Teknika (Institut Informatika Indonesia) (Online), 2024-10, Vol.13 (3), p.481-486

2024

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A modified DBSCAN algorithm for anomaly detection in time-series data with seasonality

International arab journal of information technology, 2022, Vol.19 (1), p.23-28

2022

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A three-way clustering method based on an improved DBSCAN algorithm

Physica A, 2019-12, Vol.535, p.122289, Article 122289

2019

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Mapping Activity-Based Segregation of Names in Dublin Using Google Point of Interest Data

Engineering proceedings, 2024-02, Vol.63 (1), p.18

2024

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An approach to boundary detection for 3D point clouds based on DBSCAN clustering

Pattern recognition, 2022-04, Vol.124, p.108431, Article 108431

2022

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Real-Time Superpixel Segmentation by DBSCAN Clustering Algorithm

IEEE transactions on image processing, 2016-12, Vol.25 (12), p.5933-5942

2016

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Sampling approaches for applying DBSCAN to large datasets

Pattern recognition letters, 2019-01, Vol.117, p.90-96

2019

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Fault Diagnosis in Gas Insulated Switchgear Based on Genetic Algorithm and Density- Based Spatial Clustering of Applications With Noise

IEEE sensors journal, 2021-01, Vol.21 (2), p.965-973

2021

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MDBSCAN: A multi-density DBSCAN based on relative density

Neurocomputing (Amsterdam), 2024-04, Vol.576, p.127329, Article 127329

2024

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Intelligent Bat Algorithm for Finding Eps Parameter of DbScan Clustering Algorithm

Iraqi journal of science, 2022-12, p.5572-5580

2022

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Delta-density based clustering with a divide-and-conquer strategy: 3DC clustering

Pattern recognition letters, 2016-04, Vol.73, p.52-59

2016

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Significant DBSCAN+: Statistically Robust Density-based Clustering

ACM transactions on intelligent systems and technology, 2021-10, Vol.12 (5), p.1-26

2021

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BLOCK-DBSCAN: Fast clustering for large scale data

A fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

An Empirical Study on Anomaly Detection Using Density-based and Representative-based Clustering Algorithms

Application of the novel harmony search optimization algorithm for DBSCAN clustering

Improving the performance of the FCM algorithm in clustering using the DBSCAN algorithm

KNN-BLOCK DBSCAN: Fast Clustering for Large-Scale Data

Clustering West Nile Virus Spatio-temporal data using ST-DBSCAN

DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN

dbscan : Fast Density-Based Clustering with R

Increasing the precision of public transit user activity location detection from smart card data analysis via spatial–temporal DBSCAN

Improved DBSCAN algorithm based signal recovery technology in coherent optical communication systems

Efficient density and cluster based incremental outlier detection in data streams

Classification of Foods Based on Nutritional Content Using K-Means and DBSCAN Clustering Methods

A modified DBSCAN algorithm for anomaly detection in time-series data with seasonality

A three-way clustering method based on an improved DBSCAN algorithm

Mapping Activity-Based Segregation of Names in Dublin Using Google Point of Interest Data

An approach to boundary detection for 3D point clouds based on DBSCAN clustering

Real-Time Superpixel Segmentation by DBSCAN Clustering Algorithm

Sampling approaches for applying DBSCAN to large datasets

Fault Diagnosis in Gas Insulated Switchgear Based on Genetic Algorithm and Density- Based Spatial Clustering of Applications With Noise

MDBSCAN: A multi-density DBSCAN based on relative density

Intelligent Bat Algorithm for Finding Eps Parameter of DbScan Clustering Algorithm

Delta-density based clustering with a divide-and-conquer strategy: 3DC clustering

Significant DBSCAN+: Statistically Robust Density-based Clustering

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