PLASMA-HD: Probing the LAttice Structure and MAkeup of High-dimensional Data
Summary: PLASMA-HD is an incremental, interactive system for probing the latent structure of high-dimensional data. It combines LSH, cached knowledge, rapid coherence estimates, and graph visualization to guide users toward promising analyses under scalability and time constraints. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. David Fuhry (Ohio State University)
- 2. Yang Zhang (Ohio State University)
- 3. Venu Satuluri (Ohio State University)
- 4. Arnab Nandi (Ohio State University)
- 5. Srinivasan Parthasarathy (Ohio State University)
BibTeX Citation
@article{fuhry_vldb13,
title = {{PLASMA-HD: Probing the LAttice Structure and MAkeup of High-dimensional Data}},
author = {Fuhry, David and Zhang, Yang and Satuluri, Venu and Nandi, Arnab and Parthasarathy, Srinivasan},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {12},
pages = {1318--1321},
doi = {10.14778/2536222.2536228},
url = {https://doi.org/10.14778/2536222.2536228},
year = {2013}
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 28 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.00051312804 |
| 545 | Influence Sets Based on Reverse Nearest Neighbor Queries | 2000 | SIGMOD | 0.00016607433 |
| 992 | Bayesian Locality Sensitive Hashing for Fast Similarity Search | 2012 | VLDB | 0.00012646771 |
| 1,421 | V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors | 2012 | VLDB | 0.00010726757 |
| 3,902 | CSV: Visualizing and Mining Cohesive Subgraphs | 2008 | SIGMOD | 6.9340634e-05 |
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