Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing
Summary: Bayesian RFID data cleansing leveraging cross-reader and temporal redundancy, with priors and constraints. Proposes an n-state model; proves 3-state optimal; MH-C sampler enforces constraints for efficient posterior cleaning; validated. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Haiquan Chen
- 2. Wei-Shinn Ku
- 3. Haixun Wang
- 4. Min-Te Sun
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,066 | AutoPlait: Automatic Mining of Co-evolving Time Sequences | 2014 | SIGMOD | 6.4756873e-05 |
| 5,471 | Learning-Based Cleansing for Indoor RFID Data | 2016 | SIGMOD | 5.4892397e-05 |
| 6,083 | Querying Uncertain Data with Aggregate Constraints | 2011 | SIGMOD | 5.2173276e-05 |
| 9,495 | Spatial Data Quality in the IoT Era: Management and Exploitation | 2022 | SIGMOD | 4.3300131e-05 |
| 12,214 | Distributed Inference and Query Processing for RFID Tracking and Monitoring | 2011 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 300 | Trio: A System for Data, Uncertainty, and Lineage | 2006 | VLDB | 0.00028503742 |
| 322 | MCDB: A Monte Carlo Approach to Managing Uncertain Data | 2008 | SIGMOD | 0.00027523667 |
| 908 | Design Considerations for High Fan-in Systems: The HiFi Approach | 2005 | CIDR | 0.00015405471 |
| 1,595 | Adaptive Cleaning for RFID Data Streams | 2006 | VLDB | 0.0001121094 |
| 1,702 | U-DBMS: A Database System for Managing Constantly-Evolving Data | 2005 | VLDB | 0.00010821682 |
| 2,078 | Temporal Management of RFID Data | 2005 | VLDB | 9.6012378e-05 |
| 2,120 | Using Probabilistic Models for Data Management in Acquisitional Environments | 2005 | CIDR | 9.5017579e-05 |
| 2,470 | Managing RFID Data | 2004 | VLDB | 8.7207038e-05 |
| 4,941 | Query language support for incomplete information in the MayBMS system | 2007 | VLDB | 5.8129205e-05 |
| 6,414 | A Deferred Cleansing Method for RFID Data Analytics | 2006 | VLDB | 5.0648604e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,366 | Modeling and Querying Possible Repairs in Duplicate Detection | 2009 | VLDB | 7.1671634e-05 |
| 12,369 | Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID | 2008 | SIGMOD | 4.1905499e-05 |
| 10,026 | Minimum Change ≠ Best Cleaning: Parallel and Incremental Error Detection under Integrity Constraints | 2026 | SIGMOD | 4.1905499e-05 |
| 11,889 | Cleaning Timestamps with Temporal Constraints | 2016 | VLDB | 4.1905499e-05 |
| 2,470 | Managing RFID Data | 2004 | VLDB | 8.7207038e-05 |
| 12,214 | Distributed Inference and Query Processing for RFID Tracking and Monitoring | 2011 | VLDB | 4.1905499e-05 |
| 2,078 | Temporal Management of RFID Data | 2005 | VLDB | 9.6012378e-05 |
| 1,595 | Adaptive Cleaning for RFID Data Streams | 2006 | VLDB | 0.0001121094 |
| 6,414 | A Deferred Cleansing Method for RFID Data Analytics | 2006 | VLDB | 5.0648604e-05 |
| 5,471 | Learning-Based Cleansing for Indoor RFID Data | 2016 | SIGMOD | 5.4892397e-05 |