Searching for Declarative Support For Sensor Data Cleaning information? Find all needed info by using official links provided below.
https://www2.cs.duke.edu/courses/spring07/cps296.1/papers/pervasive06-JefferyAlonsoEtAl-declarative_sensor_cleaning.pdf
Declarative Support for Sensor Data Cleaning Shawn R. Jeffery1?, Gustavo Alonso2??, Michael J. Franklin1, Wei Hong3?, Jennifer Widom4 1 UC Berkeley 2 ETH Zurich 3 Arched Rock Corporation 4 Stanford University Abstract. Pervasive applications rely on data captured from the physical world
https://link.springer.com/chapter/10.1007/11748625_6
Here we present Extensible Sensor stream Processing (ESP), a framework for building sensor data cleaning infrastructures for use in pervasive applications. ESP is designed as a pipeline using declarative cleaning mechanisms based on spatial and temporal characteristics of sensor data.Cited by: 301
https://www.researchgate.net/publication/221016025_Declarative_Support_for_Sensor_Data_Cleaning
Declarative Support for Sensor Data Cleaning. ... introduce a declarative data cleaning mechanism over data streams produced by the sensors. Similarly, the work of [29] introduces a data cleaning ...
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.67.2974
Here we present Extensible Sensor stream Processing (ESP), a framework for building sensor data cleaning infrastructures for use in pervasive applications. ESP is designed as a pipeline using declarative cleaning mechanisms based on spatial and temporal characteristics of sensor data.
https://www.sciencedirect.com/science/article/pii/S1877050912003997
In the Jeffery et al. [9] approach, CEP techniques are exploited for building sensor data cleaning in- frastructures for pervasive applications. In the Extensible Sensor stream Processing (ESP) framework they propose, sensor data is cleaned by means of a pipeline defined through declarative mechanisms based on spatial and temporal data features.Cited by: 9
https://profiles.stanford.edu/jennifer-widom
Jennifer Widom is the Frederick Emmons Terman Dean of the School of Engineering and the Fletcher Jones Professor in Computer Science and Electrical Engineering at Stanford University. ... Declarative support for sensor data cleaning 4th International Conference on Pervasive ... A Pipelined Framework for Online Cleaning of Sensor Data Streams ...
https://www2.eecs.berkeley.edu/Pubs/TechRpts/2005/CSD-05-1413.pdf
A Pipelined Framework for Online Cleaning of Sensor Data Streams Shawn R. Jeffery 1,3 Gustavo Alonso2 ∗ Michael J. Franklin Wei Hong 3 Jennifer Widom4 1UC Berkeley {jeffery, franklin}@cs.berkeley.edu2ETH Zurich [email protected] 3Intel Research Berkeley [email protected] 4Stanford University [email protected]
https://dl.acm.org/citation.cfm?id=672042
Helena Galhardas , Daniela Florescu , Dennis Shasha , Eric Simon , Cristian-Augustin Saita, Declarative Data Cleaning: Language, Model, and Algorithms, Proceedings of the 27th International Conference on Very Large Data Bases, p.371-380, September 11-14, 2001Cited by: 484
https://www2.eecs.berkeley.edu/Pubs/TechRpts/2005/6474.html
Data captured from the physical world through receptor devices such as wireless sensor networks and RFID readers tend to be unreliable and noisy. The data cleaning process for such data is not easily handled by standard data warehouse-oriented techniques, which do not take into account the strong temporal and spatial components of receptor data.
https://www.researchgate.net/publication/221410397_Issues_in_data_fusion_for_healthcare_monitoring
Issues in data fusion for healthcare monitoring. ... a framework for building sensor data cleaning is. ... Declarative support for sensor data. cleaning. In PerCom, ...
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