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
- 2. Ramoza Ahsan
- 3. Charles Lovering
- 4. Cuong Nguyen
- 5. Elke A. Rundensteiner
- 6. Gabor Sarkozy
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,758 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9422515e-05 |
| 5,770 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD | 5.3328309e-05 |
| 8,151 | Visual Exploration of Time Series Anomalies with Metro-Viz | 2019 | SIGMOD | 4.5746365e-05 |
| 9,087 | A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection | 2021 | VLDB | 4.3993112e-05 |
| 11,110 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00062029383 |
| 3,294 | Approximate Embedding-Based Subsequence Matching of Time Series | 2008 | SIGMOD | 7.2619257e-05 |
| 6,786 | Interactive Time Series Exploration Powered by the Marriage of Similarity Distances | 2017 | VLDB | 4.9257516e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,533 | TSExplain: Surfacing Evolving Explanations for Time Series | 2021 | SIGMOD | 4.3269636e-05 |
| 699 | Exact Indexing of Dynamic Time Warping | 2002 | VLDB | 0.00018015254 |
| 8,733 | T-ReX: Optimizing Pattern Search on Time Series | 2023 | SIGMOD | 4.4573414e-05 |
| 7,182 | TimeEval: A Benchmarking Toolkit for Time Series Anomaly Detection Algorithms | 2022 | VLDB | 4.8072409e-05 |
| 11,094 | Time-Series Anomaly Detection: Overview and New Trends | 2024 | VLDB | 4.1945683e-05 |
| 11,108 | A Demonstration of TENDS: Time Series Management System based on Model Selection | 2024 | VLDB | 4.1945683e-05 |
| 9,920 | Mining and Forecasting of Big Time-series Data | 2015 | SIGMOD | 4.2561557e-05 |
| 8,618 | Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data | 2024 | SIGMOD | 4.4838259e-05 |
| 8,151 | Visual Exploration of Time Series Anomalies with Metro-Viz | 2019 | SIGMOD | 4.5746365e-05 |
| 6,786 | Interactive Time Series Exploration Powered by the Marriage of Similarity Distances | 2017 | VLDB | 4.9257516e-05 |