Research map: Federated parameter-free DBSCAN clustering and its application in image recognition

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Papers in this map

  1. ST-DBSCAN: An algorithm for clustering spatial–temporal data · Derya Birant · 2006 · 1449 citations · Cited by this paper
  2. Discourse, sentiment, and resonance of workplace burnout on Chinese social media: A computational analysis · 2026 · Related
  3. Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection · Ricardo J. G. B. Campello · 2015 · 928 citations · Cited by this paper
  4. Untargeted metabolomics as a new perspective for assessing taxonomic boundaries in alpine Rubus genus · 2026 · Related
  5. Data mining with differential privacy · Arik Friedman · 2010 · 472 citations · Cited by this paper
  6. TokenUNet: A new case for transformers integration in efficient and interpretable 3D UNets for brain imaging segmentation · 2026 · Related
  7. An Improved DBSCAN Algorithm Based on the Neighbor Similarity and Fast Nearest Neighbor Query · Shanshan Li · 2020 · 100 citations · Cited by this paper
  8. Leveraging expression quantitative trait loci information in single-cell resolution to identify cell-specific genes for Basal cell carcinoma · 2026 · Related
  9. A New Method for Automatic Determining of the DBSCAN Parameters · Artur Starczewski · 2020 · 91 citations · Cited by this paper
  10. Factors influencing community pharmacists’ provision of health promotion and disease prevention services in Jordan: Qualitative thematic analysis and deductive mapping to the COM-B model · 2026 · Related
  11. Non-invasive Monitoring of Three Glucose Ranges Based On ECG By Using DBSCAN-CNN · Jingzhen Li · 2021 · 87 citations · Cited by this paper
  12. Trends in foodborne outbreaks and outbreak-associated illnesses using a Bayesian trend model – United States, 1998–2018 · 2026 · Related
  13. A fast DBSCAN algorithm for big data based on efficient density calculation · Nooshin Hanafi · 2022 · 87 citations · Cited by this paper
  14. Performance of PREMM5, clinical criteria, and immunohistochemistry for MMR proteins in genetic risk assessment of Mexican patients with colorectal cancer · 2026 · Related
  15. MDBSCAN: A multi-density DBSCAN based on relative density · Jiaxin Qian · 2024 · 64 citations · Cited by this paper
  16. First eDNA-based monitoring of marine vertebrates in the urban marine ecosystem of Abu Dhabi: Mangrove and seagrass beds as biodiversity reservoirs? · 2026 · Related
  17. Adaptive marine traffic behaviour pattern recognition based on multidimensional dynamic time warping and DBSCAN algorithm · Zhaokun Wei · 2023 · 56 citations · Cited by this paper
  18. Sex, age, and seasonal distribution characteristics of bacterial and fungal infections · 2026 · Related
  19. KR-DBSCAN: A density-based clustering algorithm based on reverse nearest neighbor and influence space · Lihua Hu · 2021 · 48 citations · Cited by this paper
  20. Much Ado about Prompting: LLM classification of text messages from experiments · 2026 · Related
  21. Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering · Xiaoyu Qin · 2019 · 43 citations · Cited by this paper
  22. Automating DBSCAN via Deep Reinforcement Learning · Ruitong Zhang · 2022 · 39 citations · Cited by this paper
  23. WOA-DBSCAN: Application of Whale Optimization Algorithm in DBSCAN Parameter Adaption · Xinliang Zhang · 2023 · 38 citations · Cited by this paper
  24. FL2DP: Privacy-Preserving Federated Learning Via Differential Privacy for Artificial IoT · Chen Gu · 2023 · 32 citations · Cited by this paper
  25. Varying-scale HCA-DBSCAN-based anomaly detection method for multi-dimensional energy data in steel industry · Feng Jin · 2023 · 27 citations · Cited by this paper
  26. AMD-DBSCAN: An Adaptive Multi-density DBSCAN for datasets of extremely variable density · Ziqing Wang · 2022 · 25 citations · Cited by this paper
  27. Density Based Clustering: Alternatives to DBSCAN · Christian Braune · 2014 · 22 citations · Cited by this paper
  28. An Efficient Class-Constrained DBSCAN Approach for Large-Scale Point Cloud Clustering · Zhang Hua · 2022 · 22 citations · Cited by this paper
  29. One-Shot Federated Clustering Based on Stable Distance Relationships · Yizhang Wang · 2024 · 8 citations · Cited by this paper
  30. One-Shot Secure Federated K -Means Clustering Based on Density Cores · Yizhang Wang · 2025 · 7 citations · Cited by this paper
  31. Task re-pricing model based on density-based spatial clustering of applications · Chang Liu · 2020 · 6 citations · Cited by this paper

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