PLASMA-HD: Probing the LAttice Structure and MAkeup of High-dimensional Data
Summary: PLASMA-HD: incremental interactive system to probe the lattice structure of high-dimensional data with LSH, knowledge caching, and graph visualization. Iterative probes update coherence estimates across parameter space to guide next steps, enabling scalable exploration for clustering, manifold learning, and similarity search. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. David Fuhry
- 2. Yang Zhang
- 3. Venu Satuluri
- 4. Arnab Nandi
- 5. Srinivasan Parthasarathy
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 47 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.0007015885 |
| 601 | Influence Sets Based on Reverse Nearest Neighbor Queries | 2000 | SIGMOD | 0.00019375875 |
| 1,305 | Bayesian Locality Sensitive Hashing for Fast Similarity Search | 2012 | VLDB | 0.00012687101 |
| 1,715 | V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors | 2012 | VLDB | 0.00010803271 |
| 3,480 | CSV: Visualizing and Mining Cohesive Subgraphs | 2008 | SIGMOD | 7.0538737e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,040 | Interactive Data Mining with 3D-Parallel-Coordinate-Trees | 2013 | SIGMOD | 4.1945683e-05 |
| 4,278 | Similarity Query Processing for High-Dimensional Data | 2020 | VLDB | 6.2953764e-05 |
| 2,019 | Finding Generalized Projected Clusters in High Dimensional Spaces | 2000 | SIGMOD | 9.7707059e-05 |
| 2,366 | Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data | 2007 | VLDB | 8.9523637e-05 |
| 4,052 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.4936745e-05 |
| 4,614 | Interactive Summarization and Exploration of Top Aggregate Query Answers | 2018 | VLDB | 6.0467204e-05 |
| 7,301 | Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search | 2018 | SIGMOD | 4.768971e-05 |
| 7,872 | Probabilistic Database Summarization for Interactive Data Exploration | 2017 | VLDB | 4.6307184e-05 |
| 11,411 | High-dimensional Data Cubes | 2022 | VLDB | 4.1945683e-05 |
| 9,068 | A Framework for Projected Clustering of High Dimensional Data Streams | 2004 | VLDB | 4.4034035e-05 |