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ICML
2008
IEEE
14 years 9 months ago
An empirical evaluation of supervised learning in high dimensions
In this paper we perform an empirical evaluation of supervised learning on highdimensional data. We evaluate performance on three metrics: accuracy, AUC, and squared loss and stud...
Rich Caruana, Nikolaos Karampatziakis, Ainur Yesse...
BSN
2006
IEEE
131views Sensor Networks» more  BSN 2006»
14 years 2 months ago
Elaborating Sensor Data using Temporal and Spatial Commonsense Reasoning
Ubiquitous computing has established a vision of computation where computers are so deeply integrated into our lives that they become both invisible and everywhere. In order to ha...
Bo Morgan, Push Singh
IJBRA
2010
134views more  IJBRA 2010»
13 years 7 months ago
Deterministic graph-theoretic algorithm for detecting modules in biological interaction networks
—Accumulating evidence suggests that biological systems exhibit modular organization. Accurate identification of modularity is vital for understanding this organization. A recen...
Roger L. Chang, Feng Luo, Stuart Johnson, Richard ...
ICMAS
2000
13 years 10 months ago
An Experimental Evaluation of Domain-Independent Fault Handling Services in Open Multi-Agent Systems
A critical challenge to creating effective open multi-agent systems is allowing them to operate effectively in the face of potential failures. In this paper we present an experimen...
Chrysanthos Dellarocas, Mark Klein
PDSE
2000
71views more  PDSE 2000»
13 years 10 months ago
Early Evaluation of Design Options for Distributed Systems
In order to obtain efficiency, current practice in distributed software systems design often suffers from a lack of ion. An object-oriented design technique based on UML notations...
Holger Giese, Guido Wirtz