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» Large Scale Data Mining: Challenges and Responses
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KDD
2006
ACM
153views Data Mining» more  KDD 2006»
16 years 6 months ago
Spatial scan statistics: approximations and performance study
Spatial scan statistics are used to determine hotspots in spatial data, and are widely used in epidemiology and biosurveillance. In recent years, there has been much effort invest...
Deepak Agarwal, Andrew McGregor, Jeff M. Phillips,...
KDD
2008
ACM
181views Data Mining» more  KDD 2008»
16 years 6 months ago
Fastanova: an efficient algorithm for genome-wide association study
Studying the association between quantitative phenotype (such as height or weight) and single nucleotide polymorphisms (SNPs) is an important problem in biology. To understand und...
Xiang Zhang, Fei Zou, Wei Wang 0010
ICDCSW
2007
IEEE
16 years 10 days ago
Exploiting Gossip for Self-Management in Scalable Event Notification Systems
1 Challenges of scale have limited the development of event notification systems with strong properties, despite the urgent demand for consistency, reliability, security, and other...
Ken Birman, Anne-Marie Kermarrec, Krzysztof Ostrow...
ICDM
2010
IEEE
276views Data Mining» more  ICDM 2010»
15 years 4 months ago
Accelerating Dynamic Time Warping Subsequence Search with GPUs and FPGAs
Many time series data mining problems require subsequence similarity search as a subroutine. While this can be performed with any distance measure, and dozens of distance measures ...
Doruk Sart, Abdullah Mueen, Walid A. Najjar, Eamon...
ESORICS
2009
Springer
16 years 6 months ago
Enabling Public Verifiability and Data Dynamics for Storage Security in Cloud Computing
Cloud Computing has been envisioned as the next-generation architecture of IT Enterprise. It moves the application software and databases to the centralized large data centers, whe...
Qian Wang, Cong Wang, Jin Li, Kui Ren, Wenjing Lou