Interactive Time Series Analytics Powered by ONEX
Summary: Interactive time-series analytics for heterogeneous, variable-length, misaligned data via robust DTW alignment. Precomputes Euclidean-distance-based relations into an ONEX base to enable real-time DTW matching and exploration of MATTERS-state data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Rodica Neamtu (Worcester Polytechnic Institute)
- 2. Ramoza Ahsan (Worcester Polytechnic Institute)
- 3. Charles Lovering (Worcester Polytechnic Institute)
- 4. Cuong Nguyen (Worcester Polytechnic Institute)
- 5. Elke A. Rundensteiner (Worcester Polytechnic Institute)
- 6. Gabor Sarkozy (Worcester Polytechnic Institute)
BibTeX Citation
@inproceedings{neamtu_sigmod17,
title = {{Interactive Time Series Analytics Powered by ONEX}},
author = {Neamtu, Rodica and Ahsan, Ramoza and Lovering, Charles and Nguyen, Cuong and Rundensteiner, Elke A. and Sarkozy, Gabor},
series = {{SIGMOD} '17},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3035918.3058729},
url = {https://dl.acm.org/doi/10.1145/3035918.3058729},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,507 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 6.5715731e-05 |
| 5,587 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD | 6.0754379e-05 |
| 8,551 | Visual Exploration of Time Series Anomalies with Metro-Viz | 2019 | SIGMOD | 5.3168728e-05 |
| 9,338 | A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection | 2021 | VLDB | 5.1911033e-05 |
| 11,634 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 42 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00045773967 |
| 3,507 | Approximate Embedding-Based Subsequence Matching of Time Series | 2008 | SIGMOD | 7.2494536e-05 |
| 6,627 | Interactive Time Series Exploration Powered by the Marriage of Similarity Distances | 2017 | VLDB | 5.7281902e-05 |
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