Localizing Anomalous Changes in Time-evolving Graphs
Summary: CAD: a fast commute-time based method to localize anomalous edge changes in time-evolving, undirected weighted graphs. It combines commute-time distance shifts with weight changes to output anomalous edges/nodes in O(n log n) per instance; validated on Enron, DBLP, and precipitation networks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kumar Sricharan (Palo Alto Research Center)
- 2. Kamalika Das (NASA)
BibTeX Citation
@inproceedings{sricharan_sigmod14,
title = {{Localizing Anomalous Changes in Time-evolving Graphs}},
author = {Sricharan, Kumar and Das, Kamalika},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2612184},
url = {https://dl.acm.org/doi/10.1145/2588555.2612184},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,157 | Efficient Estimation of Pairwise Effective Resistance | 2023 | SIGMOD | 6.3409526e-05 |
| 8,911 | Efficient and Provable Effective Resistance Computation on Large Graphs: an Index-based Approach | 2024 | SIGMOD | 5.3483178e-05 |
| 9,207 | Behavior Query Discovery in System-Generated Temporal Graphs | 2016 | VLDB | 5.3058708e-05 |
| 9,553 | Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs | 2025 | VLDB | 5.2528121e-05 |
| 11,172 | Efficient Approximation of Kemeny’s Constant for Large Graphs | 2024 | SIGMOD | 5.093636e-05 |
| 11,202 | Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability | 2024 | SIGMOD | 5.093636e-05 |
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