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» Large Scale Data Mining: Challenges and Responses
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KAIS
2008
221views more  KAIS 2008»
15 years 6 months ago
Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond
Much work on skewed, stochastic, high dimensional, and biased datasets usually implicitly solve each problem separately. Recently, we have been approached by Texas Commission on En...
Kun Zhang, Wei Fan
GFKL
2005
Springer
114views Data Mining» more  GFKL 2005»
15 years 11 months ago
Attribute-aware Collaborative Filtering
One of the key challenges in large information systems such as online shops and digital libraries is to discover the relevant knowledge from the enormous volume of information. Rec...
Karen H. L. Tso, Lars Schmidt-Thieme
CACM
2008
93views more  CACM 2008»
15 years 6 months ago
Ontologies and the semantic web
The goal of semantic web research is to allow the vast range of web-accessible information and services to be more effectively exploited by both humans and automated tools. To fac...
Ian Horrocks
ICPR
2006
IEEE
16 years 7 months ago
Gesture Detection in Low-Quality Video
The spotting and recognition of the human gestures is a key task in automating the analysis of the video material and human-robot interaction. Specially, applying this technology ...
Myung-Cheol Roh, Seong-Whan Lee
ICDM
2009
IEEE
223views Data Mining» more  ICDM 2009»
16 years 20 days ago
Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
Abstract -- Detection of execution anomalies is very important for the maintenance, development, and performance refinement of large scale distributed systems. Execution anomalies ...
Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li