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SIGMOD
2009
ACM
476views Database» more  SIGMOD 2009»
14 years 3 months ago
MobileMiner: a real world case study of data mining in mobile communication
Mobile communication data analysis has been often used as a background application to motivate many data mining problems. However, very few data mining researchers have a chance t...
Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang...
ICDAR
2009
IEEE
14 years 3 months ago
Scene Text Extraction Using Focus of Mobile Camera
Robust extraction of text from scene images is essential for successful scene text recognition. Scene images usually have non-uniform illumination, complex background, and existen...
Egyul Kim, SeongHun Lee, JinHyung Kim
ICDM
2009
IEEE
137views Data Mining» more  ICDM 2009»
14 years 3 months ago
A Local Scalable Distributed Expectation Maximization Algorithm for Large Peer-to-Peer Networks
This paper offers a local distributed algorithm for expectation maximization in large peer-to-peer environments. The algorithm can be used for a variety of well-known data mining...
Kanishka Bhaduri, Ashok N. Srivastava
ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
14 years 3 months ago
Online System Problem Detection by Mining Patterns of Console Logs
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
Wei Xu, Ling Huang, Armando Fox, David Patterson, ...
INFOCOM
2009
IEEE
14 years 3 months ago
A Social Network Based Patching Scheme for Worm Containment in Cellular Networks
Abstract—Recently, cellular phone networks have begun allowing third-party applications to run over certain open-API phone operating systems such as Windows Mobile, Iphone and Go...
Zhichao Zhu, Guohong Cao, Sencun Zhu, Supranamaya ...