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UAI
2000
15 years 6 months ago
The Anchors Hierarchy: Using the Triangle Inequality to Survive High Dimensional Data
This paper is about the use of metric data structures in high-dimensionalor non-Euclidean space to permit cached sufficientstatisticsaccelerationsof learning algorithms. It has re...
Andrew W. Moore
AI
2007
Springer
15 years 4 months ago
A spectrum of compromise aggregation operators for multi-attribute decision making
In many decision making problems, a number of independent attributes or criteria are often used to individually rate an alternative from an agent’s local perspective and then th...
Xudong Luo, Nicholas R. Jennings
AAI
2006
215views more  AAI 2006»
15 years 4 months ago
Extensive Evaluation of Efficient NLP-Driven Text Classification
Extensive experimental evidence is required to study the impact of text categorization approaches on real data and to assess the performance within operational scenarios. In this ...
Roberto Basili, Alessandro Moschitti, Maria Teresa...
NETWORK
2008
94views more  NETWORK 2008»
15 years 4 months ago
Detecting compromised routers via packet forwarding behavior
While it is widely understood that criminal miscreants are subverting large numbers of Internet-connected computers (e.g., for bots, spyware, SPAM forwarding), it is less well app...
Alper Tugay Mizrak, Stefan Savage, Keith Marzullo
PAMI
2008
391views more  PAMI 2008»
15 years 4 months ago
Riemannian Manifold Learning
Recently, manifold learning has been widely exploited in pattern recognition, data analysis, and machine learning. This paper presents a novel framework, called Riemannian manifold...
Tong Lin, Hongbin Zha