Unsupervised Spatial Clustering

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (10 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Automating DBSCAN via Deep Reinforcement Learning
  9 Aug 2022 2 repositories listed
  DBSCAN is widely used in many scientific and engineering fields because of its simplicity and practicality.
• k-Nearest Neighbor Optimization via Randomized Hyperstructure Convex Hull
  11 Jun 2019 2 repositories listed
  The accuracy of the proposed k-NN algorithm is 85.
• Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering
  7 Jun 2022 1 repository listed
  We then performed weighted k-means clustering on the selected locations, with weights for each location derived from previous frequencies and durations spent in each location by each participant.
• Efficient Sparse Spherical k-Means for Document Clustering
  30 Jul 2021 1 repository listed
  Spherical k-Means is frequently used to cluster document collections because it performs reasonably well in many settings and is computationally efficient.
• A framework for the identification and classification of homogeneous socioeconomic areas in the analysis of health care variation
  4 Dec 2018 1 repository listed
  We also showed that the Location Index is a more robust descriptive measure of the distribution compared to other measures of central tendency.
• TDBSCAN: Spatiotemporal Density Clustering
  1 Jan 2014 1 repository listed
  Trajectory data generated from personal or vehicle use of GPS devices can be utilized for travel analysis and traffic information service, whereas trip segmentation is a key step toward the semantic labelling of the…