A study on density based spatial clustering of applications with noise​

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A study on density based spatial clustering of applications with noise

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Author(s): Dubey Dhanraj Shevendrakumar ¹ ^,

Publication date (Electronic preprint): 19 September 2023

Journal: ScienceOpen Posters

Publisher: ScienceOpen

Keywords: DBSCAN, Noise, Spatial Data, Algorithms, Machine Learning, Outliers, Artificial Intelligence, Neighborhood, Clustering, Density

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Abstract

Content

Author and article information

Journal

Title: ScienceOpen Posters

Publisher: ScienceOpen

Publication date (Electronic preprint): 19 September 2023

Affiliations

[1 ] Symbiosis Institute of Technology, Symbiosis International University, Pune, Maharashtra, India;

Author notes

[* ]Email: dhanraj.dubey.btech2020@ 123456sitpune.edu.in .

Author information

Dubey Dhanraj Shevendrakumar https://orcid.org/0009-0008-4384-2941

Article

DOI: 10.14293/P2199-8442.1.SOP-.PQUWPP.v1

SO-VID: 40af40c5-78a5-46b4-bf98-2a5aa07d51b9

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This work has been published open access under Creative Commons Attribution License CC BY 4.0 , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Conditions, terms of use and publishing policy can be found at www.scienceopen.com .

History

Date received : 19 September 2023

References

DiFrancesco Paul-Mark, Bonneau David, Hutchinson D. Jean. The Implications of M3C2 Projection Diameter on 3D Semi-Automated Rockfall Extraction from Sequential Terrestrial Laser Scanning Point Clouds. Remote Sensing. Vol. 12(11)2020. MDPI AG. [Cross Ref]
Fauzan Achmad, Novianti Afdelia, Ramadhani Raden Rara Mentari Ayu, Adhiwibawa Marcelinus Alfafisurya Setya. Analysis of Hotels Spatial Clustering in Bali: Density-Based Spatial Clustering of Application Noise (DBSCAN) Algorithm Approach. EKSAKTA: Journal of Sciences and Data Analysis. 25–38. 2022. Universitas Islam Indonesia (Islamic University of Indonesia). [Cross Ref]
WANG Gui-zhi, WANG Guang-liang. Improved fast DBSCAN algorithm. Journal of Computer Applications. Vol. 29(9):2505–2508. 2009. China Science Publishing & Media Ltd. [Cross Ref]

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[1] DiFrancesco Paul-Mark, Bonneau David, Hutchinson D. Jean. The Implications of M3C2 Projection Diameter on 3D Semi-Automated Rockfall Extraction from Sequential Terrestrial Laser Scanning Point Clouds. Remote Sensing. Vol. 12(11)2020. MDPI AG. [Cross Ref]

[2] Fauzan Achmad, Novianti Afdelia, Ramadhani Raden Rara Mentari Ayu, Adhiwibawa Marcelinus Alfafisurya Setya. Analysis of Hotels Spatial Clustering in Bali: Density-Based Spatial Clustering of Application Noise (DBSCAN) Algorithm Approach. EKSAKTA: Journal of Sciences and Data Analysis. 25–38. 2022. Universitas Islam Indonesia (Islamic University of Indonesia). [Cross Ref]

[3] WANG Gui-zhi, WANG Guang-liang. Improved fast DBSCAN algorithm. Journal of Computer Applications. Vol. 29(9):2505–2508. 2009. China Science Publishing & Media Ltd. [Cross Ref]

A study on density based spatial clustering of applications with noise​