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KAIS
2008
99views more  KAIS 2008»
15 years 4 months ago
Privacy-preserving SVM classification
Classical data mining algorithms implicitly assume complete access to all data, either in centralized or federated form. However, privacy and security concerns often prevent sharin...
Jaideep Vaidya, Hwanjo Yu, Xiaoqian Jiang
JMLR
2006
135views more  JMLR 2006»
15 years 4 months ago
Quantile Regression Forests
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional regression and classificatio...
Nicolai Meinshausen
SIGIR
2008
ACM
15 years 4 months ago
Compressed collections for simulated crawling
Collections are a fundamental tool for reproducible evaluation of information retrieval techniques. We describe a new method for distributing the document lengths and term counts ...
Alessio Orlandi, Sebastiano Vigna
AIR
2005
158views more  AIR 2005»
15 years 4 months ago
Review on Computational Trust and Reputation Models
The scientific research in the area of computational mechanisms for trust and reputation in virtual societies is a recent discipline oriented to increase the reliability and perfor...
Jordi Sabater, Carles Sierra
121
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CCR
2007
168views more  CCR 2007»
15 years 4 months ago
Challenges in peer-to-peer gaming
While multi-player online games are very successful, their fast deployment suffers from their server-based architecture. Indeed, servers both limit the scalability of the games a...
Christoph Neumann, Nicolas Prigent, Matteo Varvell...