DBLOC: Density Based Clustering over LOCation Based Services
Summary: DBLOC enables density-based clustering over LBS backends via limited kNN queries, addressing restricted interfaces. It learns a cluster function f(t) labeling unseen tuples with high accuracy under rate limits, enabling intra/inter-cluster analytics. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yeshwanth D Gunasekaran (University of Texas Arlington)
- 2. Md Farhadur Rahman (University of Texas Arlington)
- 3. Sona Hasani (University of Texas Arlington)
- 4. Nan Zhang (Pennsylvania State University)
- 5. Gautam Das (University of Texas Arlington)
BibTeX Citation
@inproceedings{gunasekaran_sigmod18,
title = {{DBLOC: Density Based Clustering over LOCation Based Services}},
author = {Gunasekaran, Yeshwanth D and Rahman, Md Farhadur and Hasani, Sona and Zhang, Nan and Das, Gautam},
series = {{SIGMOD} '18},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3183713.3193561},
url = {https://dl.acm.org/doi/10.1145/3183713.3193561},
year = {2018}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,041 | DiscoPG: Property Graph Schema Discovery and Exploration | 2022 | VLDB | 5.7194994e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,582 | Aggregate Estimations over Location Based Services | 2015 | VLDB | - |
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