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 |
|---|---|---|---|---|
| 4,755 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9375171e-05 |
| 5,777 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD | 5.3277177e-05 |
| 8,155 | Visual Exploration of Time Series Anomalies with Metro-Viz | 2019 | SIGMOD | 4.5702491e-05 |
| 9,084 | A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection | 2021 | VLDB | 4.3951172e-05 |
| 11,113 | DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search | 2024 | VLDB | 4.1905499e-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 | 0.00061977022 |
| 3,297 | Approximate Embedding-Based Subsequence Matching of Time Series | 2008 | SIGMOD | 7.2549403e-05 |
| 6,786 | Interactive Time Series Exploration Powered by the Marriage of Similarity Distances | 2017 | VLDB | 4.9210246e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,534 | TSExplain: Surfacing Evolving Explanations for Time Series | 2021 | SIGMOD | 4.3228164e-05 |
| 696 | Exact Indexing of Dynamic Time Warping | 2002 | VLDB | 0.00017991162 |
| 8,729 | T-ReX: Optimizing Pattern Search on Time Series | 2023 | SIGMOD | 4.4530689e-05 |
| 7,183 | TimeEval: A Benchmarking Toolkit for Time Series Anomaly Detection Algorithms | 2022 | VLDB | 4.8026282e-05 |
| 11,097 | Time-Series Anomaly Detection: Overview and New Trends | 2024 | VLDB | 4.1905499e-05 |
| 11,111 | A Demonstration of TENDS: Time Series Management System based on Model Selection | 2024 | VLDB | 4.1905499e-05 |
| 9,919 | Mining and Forecasting of Big Time-series Data | 2015 | SIGMOD | 4.2520778e-05 |
| 8,616 | Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data | 2024 | SIGMOD | 4.4795277e-05 |
| 8,155 | Visual Exploration of Time Series Anomalies with Metro-Viz | 2019 | SIGMOD | 4.5702491e-05 |
| 6,786 | Interactive Time Series Exploration Powered by the Marriage of Similarity Distances | 2017 | VLDB | 4.9210246e-05 |