dbscan: Density-Based Spatial Clustering of Applications with Noise (DBSCAN) and Related Algorithms

Canonical link: https://rscholar.com/pkg/dbscan

Michael Hahsler • Matthew Piekenbrock • Sunil Arya • David Mount • View description and downloads View dependencies GitHub project

2015 Published

0 Citations

4 Authors

25 Revisions

1.2.4 Version

GPL-2 License

Referenced by ⇅	Year
Biopeak: Identification of Impulse-Like Gene Expression Changes in Short Genomic Series Data (Version 1.0)	2019
pguIMP: Visually Guided Preprocessing of Bioanalytical Laboratory Data (Version 0.1.1)	2021
rescue: Bootstrap Imputation for Single-Cell RNA-Seq Data (Version 1.0.3)	2020
supc: The Self-Updating Process Clustering Algorithms (Version 0.2.6.2)	2017
MOSS: Multi-Omic Integration via Sparse Singular Value Decomposition (Version 0.2.2)	2021
DDoutlier: Distance & Density-Based Outlier Detection (Version 0.1.0)	2018
AFM: Atomic Force Microscope Image Analysis (Version 2.0)	2015
CIDER: Meta-Clustering for scRNA-Seq Integration and Evaluation (Version 0.99.4)	2021
FORTLS: Automatic Processing of Terrestrial-Based Technologies Point Cloud Data for Forestry Purposes (Version 1.6.2)	2021
OTclust: Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis (Version 1.0.6)	2019
SuperCell: Simplification of scRNA-Seq Data by Merging Together Similar Cells (Version 1.1)	2024
smotefamily: A Collection of Oversampling Techniques for Class Imbalance Problem Based on SMOTE (Version 1.4.0)	2016
weird: Functions and Data Sets for "That's Weird: Anomaly Detection Using R" by Rob J Hyndman (Version 1.0.2)	2024
shipunov: Miscellaneous Functions from Alexey Shipunov (Version 1.17.1)	2019
specleanr: Detecting Environmental Outliers in Data Analysis Pipelines (Version 1.0.0)	2025
EHRtemporalVariability: Delineating Temporal Dataset Shifts in Electronic Health Records (Version 1.2.1)	2019
FuzzyDBScan: Run and Predict a Fuzzy DBScan (Version 0.0.3)	2023
fastml: Guarded Resampling Workflows for Safe and Automated Machine Learning in R (Version 0.7.6)	2024
ParBayesianOptimization: Parallel Bayesian Optimization of Hyperparameters (Version 1.2.6)	2018
CspStandSegmentation Data: (Version )	0
AnimalSequences: Analyse Animal Sequential Behaviour and Communication (Version 0.2.0)	2024
CLONETv2: Clonality Estimates in Tumor (Version 2.2.1)	2019
CPC: Implementation of Cluster-Polarization Coefficient (Version 2.6.2)	2022
FCPS: Fundamental Clustering Problems Suite (Version 1.3.5)	2020
LLMing: Large Language Model (LLM) Tools for Psychological Text Analysis (Version 1.1.0)	2025
LOMAR: Localization Microscopy Data Analysis (Version 0.5.1)	2021
MapperAlgo: Topological Data Analysis: Mapper Algorithm (Version 1.0.8)	2024
PiC: Pointcloud Interactive Computation (Version 1.2.7)	2025
SuperCell Cells: (Version )	0
VBphenoR: Variational Bayes for Latent Patient Phenotypes in EHR (Version 1.1.0)	2025
VIProDesign: A Comprehensive Tool for Protein Design (Version 0.1.0)	2025
autoFlagR: AI-Driven Anomaly Detection for Data Quality (Version 1.0.0)	2026
bioregion: Comparison of Bioregionalisation Methods (Version 1.2.0)	2023
clayringsmiletus: Clay Stacking Rings Found in Miletus (Data) (Version 1.0.2)	2025
clusterWebApp: Universal Clustering Analysis Platform (Version 0.1.3)	2025
cordillera: Calculation of the OPTICS Cordillera (Version 1.0-3)	2017
crosshap: Local Haplotype Clustering and Visualization (Version 1.4.0)	2023
crownsegmentr: Tree Crown Segmentation in Airborne LiDAR Point Clouds (Version 1.0.1)	2025
dPCP: Automated Analysis of Multiplex Digital PCR Data (Version 2.0.1)	2020
daltoolbox: Leveraging Experiment Lines to Data Analytics (Version 1.2.747)	2023
diceR: Diverse Cluster Ensemble in R (Version 3.1.0)	2017
dobin: Dimension Reduction for Outlier Detection (Version 1.0.4)	2019
doc2vec: Distributed Representations of Sentences, Documents and Topics (Version 0.2.2)	2020
emcAdr: Evolutionary Version of the Metropolis-Hastings Algorithm (Version 1.2)	2025
eventstream: Streaming Events and their Early Classification (Version 0.1.1)	2019
evprof: Electric Vehicle Charging Sessions Profiling and Modelling (Version 1.2.0)	2024
fdacluster: Joint Clustering and Alignment of Functional Data (Version 0.4.2)	2022
flowcluster: Cluster Origin-Destination Flow Data (Version 0.2.1)	2025
funtimes: Functions for Time Series Analysis (Version 10.0)	2015
immunaut: Machine Learning Immunogenicity and Vaccine Response Analysis (Version 1.0.2)	2024
karyotapR: DNA Copy Number Analysis for Genome-Wide Tapestri Panels (Version 1.0.2)	2023
ksharp: Cluster Sharpening (Version 0.1.0.1)	2020
maotai: Tools for Matrix Algebra, Optimization and Inference (Version 0.3.0)	2019
metaCluster: Metagenomic Clustering (Version 0.1.1)	2021
metasnf: Meta Clustering with Similarity Network Fusion (Version 2.1.2)	2024
mlr3cluster: Cluster Extension for 'mlr3' (Version 0.1.12)	2020
neuroim2: Data Structures for Brain Imaging Data (Version 0.8.5)	2025
oclust: Gaussian Model-Based Clustering with Outliers (Version 1.0.0)	2019
omicsTools: Omics Data Process Toolbox (Version 1.1.7)	2023
openSkies: Retrieval, Analysis and Visualization of Air Traffic Data (Version 1.3.0)	2020
opticskxi: OPTICS K-Xi Density-Based Clustering (Version 1.2.1)	2019
outlierMBC: Sequential Outlier Identification for Model-Based Clustering (Version 0.0.1)	2025
outlierensembles: A Collection of Outlier Ensemble Algorithms (Version 0.1.3)	2021
pagoda2: Single Cell Analysis and Differential Expression (Version 1.0.13)	2021
parameters: Processing of Model Parameters (Version 0.28.3)	2019
performance: Assessment of Regression Models Performance (Version 0.15.3)	2019
quickOutlier: Detect and Treat Outliers in Data Mining (Version 0.1.0)	2025
rMultiNet: Multi-Layer Networks Analysis (Version 0.1)	2023
rcrisp: Automate the Delineation of Urban River Spaces (Version 0.3.1)	2025
seriation: Infrastructure for Ordering Objects Using Seriation (Version 1.5.8)	2007
sfdep: Spatial Dependence for Simple Features (Version 0.2.5)	2022
sfnetworks: Tidy Geospatial Networks (Version 0.6.5)	2021
sharp: Stability-enHanced Approaches using Resampling Procedures (Version 1.4.8)	2022
snap: Simple Neural Application (Version 1.1.0)	2021
spCF: Coarse-to-Fine Spatial Modeling (Version 0.1.0)	2026
spNetwork: Spatial Analysis on Network (Version 0.4.4.7)	2021
spdep: Spatial Dependence: Weighting Schemes, Statistics (Version 1.4-1)	2002
squat: Statistics for Quaternion Temporal Data (Version 0.5.0)	2022
ssMRCD: Robust Estimators for Multi-Group and Spatial Data (Version 2.0.1)	2023
stream: Infrastructure for Data Stream Mining (Version 2.0-3)	2013
synr: Explore and Process Synesthesia Consistency Test Data (Version 1.0.0)	2021
tidySEM: Tidy Structural Equation Modeling (Version 0.2.10)	2020
tlsR: Detection and Spatial Analysis of Tertiary Lymphoid Structures (Version 0.1.2)	2025

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