Adaptive Cleaning for RFID Data Streams

Summary: Declarative, adaptive SMURF treats RFID readings as samples from the physical world and infers the optimal smoothing window. Uses binomial sampling and pi-estimators to adaptively set smoothing window, enabling principled, accurate RFID data cleaning. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9432
Venue: VLDB
Year: 2006
Pagerank: 0.00011222484
Overall Rank: 1,594 | 88.92%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
627	Management of Probabilistic Data: Foundations and Challenges	2007	PODS	0.00018959005
1,627	Data Cleaning: Overview and Emerging Challenges	2016	SIGMOD	0.00011086905
3,133	Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing	2017	VLDB	7.4978041e-05
3,398	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD	7.141911e-05
5,002	Sequential Data Cleaning: A Statistical Approach	2016	SIGMOD	5.7671075e-05
5,152	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD	5.6609383e-05
5,764	PODS: A New Model and Processing Algorithms for Uncertain Data Streams	2010	SIGMOD	5.3369195e-05
5,808	Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing	2010	SIGMOD	5.3185608e-05
6,451	Multivariate Time Series Cleaning under Speed Constraints	2024	SIGMOD	5.0583324e-05
6,583	SCREEN: Stream Data Cleaning under Speed Constraints	2015	SIGMOD	5.0027988e-05
7,223	Akane: Perplexity-Guided Time Series Data Cleaning	2024	SIGMOD	4.7965857e-05
7,962	Access Control over Uncertain Data	2008	VLDB	4.613363e-05
9,443	Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach	2018	SIGMOD	4.3408772e-05
9,494	Spatial Data Quality in the IoT Era: Management and Exploitation	2022	SIGMOD	4.3341665e-05
10,511	The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series	2025	SIGMOD	4.1945683e-05
11,536	LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization	2021	VLDB	4.1945683e-05
11,853	Scalable Approximate Query Tracking over Highly Distributed Data Streams	2016	SIGMOD	4.1945683e-05
12,221	TACO: Tunable Approximate Computation of Outliers in Wireless Sensor Networks	2010	SIGMOD	4.1945683e-05
12,361	Efficient Storage Scheme and Query Processing for Supply Chain Management using RFID	2008	SIGMOD	4.1945683e-05
12,406	Systems Aspects of Probabilistic Data Management	2008	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
142	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00041725802
477	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00022221803
911	Design Considerations for High Fan-in Systems: The HiFi Approach	2005	CIDR	0.00015419842
2,070	Temporal Management of RFID Data	2005	VLDB	9.6254139e-05
2,182	Aurora: A Data Stream Management System	2003	SIGMOD	9.3449021e-05
2,793	Integrating Automatic Data Acquisition with Business Processes: Experiences with SAP's Auto-ID Infrastructure	2004	VLDB	8.118411e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,045	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00014472777
3,838	Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters	2006	SIGMOD	6.7134945e-05
3,398	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD	7.141911e-05
2,340	SASE: Complex Event Processing over Streams	2007	CIDR	9.004232e-05
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030174924
2,070	Temporal Management of RFID Data	2005	VLDB	9.6254139e-05
12,206	Distributed Inference and Query Processing for RFID Tracking and Monitoring	2011	VLDB	4.1945683e-05
5,152	Learning-Based Cleansing for Indoor RFID Data	2016	SIGMOD	5.6609383e-05
6,419	A Deferred Cleansing Method for RFID Data Analytics	2006	VLDB	5.0690363e-05
5,808	Leveraging Spatio-Temporal Redundancy for RFID Data Cleansing	2010	SIGMOD	5.3185608e-05