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» Large Scale Data Mining: Challenges and Responses
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PET
2010
Springer
15 years 10 months ago
Collaborative, Privacy-Preserving Data Aggregation at Scale
Combining and analyzing data collected at multiple locations is critical for a wide variety of applications, such as detecting and diagnosing malicious attacks or computing an acc...
Benny Applebaum, Haakon Ringberg, Michael J. Freed...
CMMR
2007
Springer
174views Music» more  CMMR 2007»
16 years 6 days ago
Between Mapping, Sonification and Composition: Responsive Audio Environments in Live Performance
This paper describes recent work on a large-scale, interactive theater performance entitled Schwelle as a platform to pose critical questions around the conception, design and imp...
Christopher L. Salter, Marije A. J. Baalman, Danie...
ICDE
2007
IEEE
146views Database» more  ICDE 2007»
16 years 7 months ago
Challenges on Distributed Web Retrieval
In the ocean of Web data, Web search engines are the primary way to access content. As the data is on the order of petabytes, current search engines are very large centralized sys...
Ricardo A. Baeza-Yates, Carlos Castillo, Flavio Ju...
ICDM
2006
IEEE
115views Data Mining» more  ICDM 2006»
16 years 2 days ago
Multi-Tier Granule Mining for Representations of Multidimensional Association Rules
It is a big challenge to promise the quality of multidimensional association mining. The essential issue is how to represent meaningful multidimensional association rules efficien...
Yuefeng Li, Wanzhong Yang, Yue Xu
ICPR
2000
IEEE
15 years 10 months ago
Scaling-Up Support Vector Machines Using Boosting Algorithm
In the recent years support vector machines (SVMs) have been successfully applied to solve a large number of classification problems. Training an SVM, usually posed as a quadrati...
Dmitry Pavlov, Jianchang Mao, Byron Dom