Analysis of the increase and decrease algorithms for congestion avoidance in computer networks
Computer Networks and ISDN Systems
Randomized algorithms
Models and issues in data stream systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Aurora: a data stream management system
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
TelegraphCQ: continuous dataflow processing
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Queue - RFID
Temporal management of RFID data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
A Pipelined Framework for Online Cleaning of Sensor Data Streams
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
The CQL continuous query language: semantic foundations and query execution
The VLDB Journal — The International Journal on Very Large Data Bases
Model-driven data acquisition in sensor networks
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Declarative support for sensor data cleaning
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
A Context-Oriented Framework for Software Testing in Pervasive Environment
ICSE COMPANION '07 Companion to the proceedings of the 29th International Conference on Software Engineering
Robust management of outliers in sensor network aggregate queries
MobiDE '07 Proceedings of the 6th ACM international workshop on Data engineering for wireless and mobile access
Management of probabilistic data: foundations and challenges
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
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DMSN '07 Proceedings of the 4th workshop on Data management for sensor networks: in conjunction with 33rd International Conference on Very Large Data Bases
On impact-oriented automatic resolution of pervasive context inconsistency
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On impact-oriented automatic resolution of pervasive context inconsistency
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Managing RFID data in supply chains
International Journal of Internet Protocol Technology
Testing pervasive software in the presence of context inconsistency resolution services
Proceedings of the 30th international conference on Software engineering
Finding popular categories for RFID tags
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Efficient storage scheme and query processing for supply chain management using RFID
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Event queries on correlated probabilistic streams
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Cascadia: A System for Specifying, Detecting, and Managing RFID Events
Proceedings of the 6th international conference on Mobile systems, applications, and services
Tagmark: reliable estimations of RFID tags for business processes
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Robust and efficient aggregate query processing in wireless sensor networks
Mobile Networks and Applications
Reducing false reads in RFID-embedded supply chains
Journal of Theoretical and Applied Electronic Commerce Research
Energy Efficient In-Network Phase RFID Data Filtering Scheme
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
RFID: An Ideal Technology for Ubiquitous Computing?
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Access control over uncertain data
Proceedings of the VLDB Endowment
Systems aspects of probabilistic data management
Proceedings of the VLDB Endowment
Identifying RFID-embedded objects in pervasive healthcare applications
Decision Support Systems
rfid in pervasive computing: State-of-the-art and outlook
Pervasive and Mobile Computing
Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Longitudinal study of a building-scale RFID ecosystem
Proceedings of the 7th international conference on Mobile systems, applications, and services
GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
The VLDB Journal — The International Journal on Very Large Data Bases
Incremental aggregation of RFID data
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Context reasoning using extended evidence theory in pervasive computing environments
Future Generation Computer Systems
Complex event processing model for distributed RFID network
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Partial constraint checking for context consistency in pervasive computing
ACM Transactions on Software Engineering and Methodology (TOSEM)
Performance analysis of RFID generation-2 protocol
IEEE Transactions on Wireless Communications
Real-time scalable attribute querying framework for RFID based smart spaces
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Finding misplaced items in retail by clustering RFID data
Proceedings of the 13th International Conference on Extending Database Technology
Real-time event handling in an RFID middleware system
DNIS'07 Proceedings of the 5th international conference on Databases in networked information systems
Fast track article: A temporal RFID data model for querying physical objects
Pervasive and Mobile Computing
A RFID architecture framework for global supply chain applications
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TACO: tunable approximate computation of outliers in wireless sensor networks
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Fast RFID counting under unreliable radio channels
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Efficient tag identification in mobile RFID systems
INFOCOM'10 Proceedings of the 29th conference on Information communications
DUST: a generalized notion of similarity between uncertain time series
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
DUST: a generalized notion of similarity between uncertain time series
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Joined Q-ary tree anti-collision for massive tag movement distribution
ACSC '10 Proceedings of the Thirty-Third Australasian Conferenc on Computer Science - Volume 102
Applying a neural network to recover missed RFID readings
ACSC '10 Proceedings of the Thirty-Third Australasian Conferenc on Computer Science - Volume 102
Unified Q-ary tree for RFID tag anti-collision resolution
ADC '09 Proceedings of the Twentieth Australasian Conference on Australasian Database - Volume 92
DCUBE: CUBE on dirty databases
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Correcting missing data anomalies with clausal defeasible logic
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
Collection trees for event-monitoring queries
Information Systems
On Object Identification Reliability Using RFID
Mobile Networks and Applications
Detecting proximity events in sensor networks
Information Systems
Complex event processing over unreliable RFID data streams
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Sequential event pattern based context-aware adaptation
Proceedings of the Second Asia-Pacific Symposium on Internetware
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WAIM'11 Proceedings of the 12th international conference on Web-age information management
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Information Technology and Management
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A novel integrated classifier for handling data warehouse anomalies
ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
KLEAP: an efficient cleaning method to remove cross-reads in RFID streams
Proceedings of the 20th ACM international conference on Information and knowledge management
Developing RFID database models for analysing moving tags in supply chain management
ER'11 Proceedings of the 30th international conference on Conceptual modeling
X-CleLo: intelligent deterministic RFID data and event transformer
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Wireless Communications & Mobile Computing
An approximate duplicate elimination in RFID data streams
Data & Knowledge Engineering
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Get tracked: a triple store for RFID traceability data
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ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
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The Journal of Supercomputing
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Intelligent Data Analysis
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To compensate for the inherent unreliability of RFID data streams, most RFID middleware systems employ a "smoothing filter", a sliding-window aggregate that interpolates for lost readings. In this paper, we propose SMURF, the first declarative, adaptive smoothing filter for RFID data cleaning. SMURF models the unreliability of RFID readings by viewing RFID streams as a statistical sample of tags in the physical world, and exploits techniques grounded in sampling theory to drive its cleaning processes. Through the use of tools such as binomial sampling and π-estimators, SMURF continuously adapts the smoothing window size in a principled manner to provide accurate RFID data to applications.