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16 years 1 months ago
Improving Nearest Neighbor Classification with Cam Weighted Distance
Nearest neighbor (NN) classification assumes locally constant class conditional probabilities, and suffers from bias in high dimensions with a small sample set. In this paper, we p...
Changyin Zhou, Yanqiu Chen
ICML
2006
IEEE
16 years 29 days ago
Cover Trees for Nearest Neighbor
We present a tree data structure for fast nearest neighbor operations in general n- point metric spaces (where the data set con- sists of n points). The data structure re- quir...
Alina Beygelzimer, Sham Kakade, John Langford
PAM
2010
Springer
15 years 11 months ago
Measuring and Evaluating TCP Splitting for Cloud Services
In this paper, we examine the benefits of split-TCP proxies, deployed in an operational world-wide network, for accelerating cloud services. We consider a fraction of a network co...
Abhinav Pathak, Angela Wang, Cheng Huang, Albert G...
APSCC
2009
IEEE
15 years 11 months ago
MORSE: A Model-Aware Service Environment
—In a number of scenarios, services generated using a model-driven development (MDD) approach could benefit from “reflective” access to the information in the models from w...
Ta'id Holmes, Uwe Zdun, Schahram Dustdar
DASFAA
2009
IEEE
133views Database» more  DASFAA 2009»
15 years 11 months ago
Probabilistic Ranking in Uncertain Vector Spaces
Abstract. In many application domains, e.g. sensor databases, traffic management or recognition systems, objects have to be compared based on positionally and existentially uncert...
Thomas Bernecker, Hans-Peter Kriegel, Matthias Ren...
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