Sciweavers

313 search results - page 3 / 63
» Using Recon for Data Cleaning
Sort
View
KDD
2005
ACM
125views Data Mining» more  KDD 2005»
14 years 7 months ago
Email data cleaning
Addressed in this paper is the issue of `email data cleaning' for text mining. Many text mining applications need take emails as input. Email data is usually noisy and thus i...
Jie Tang, Hang Li, Yunbo Cao, ZhaoHui Tang
PERVASIVE
2006
Springer
13 years 7 months ago
Declarative Support for Sensor Data Cleaning
Pervasive applications rely on data captured from the physical world through sensor devices. Data provided by these devices, however, tend to be unreliable. The data must, therefor...
Shawn R. Jeffery, Gustavo Alonso, Michael J. Frank...
ICDE
2006
IEEE
161views Database» more  ICDE 2006»
14 years 8 months ago
A Primitive Operator for Similarity Joins in Data Cleaning
Data cleaning based on similarities involves identification of "close" tuples, where closeness is evaluated using a variety of similarity functions chosen to suit the do...
Surajit Chaudhuri, Venkatesh Ganti, Raghav Kaushik
SAC
2005
ACM
14 years 1 months ago
The role of visualization in effective data cleaning
Using visualization techniques to assist conventional data mining tasks has attracted considerable interest in recent years. This paper addresses a challenging issue in the use of...
Yu Qian, Kang Zhang
SIGMOD
2009
ACM
142views Database» more  SIGMOD 2009»
14 years 7 months ago
A grammar-based entity representation framework for data cleaning
Fundamental to data cleaning is the need to account for multiple data representations. We propose a formal framework that can be used to reason about and manipulate data represent...
Arvind Arasu, Raghav Kaushik