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» Ensemble classification based on generalized additive models
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IS
2006
15 years 4 months ago
Ontology-based methodology for e-service discovery
Service discovery is a critical aspect in the Service Oriented Computing approach. A model, a methodology and a tool environment based on ontologies are proposed in this paper. Th...
Devis Bianchini, Valeria De Antonellis, Barbara Pe...
142
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ECML
2006
Springer
15 years 7 months ago
Transductive Gaussian Process Regression with Automatic Model Selection
Abstract. In contrast to the standard inductive inference setting of predictive machine learning, in real world learning problems often the test instances are already available at ...
Quoc V. Le, Alexander J. Smola, Thomas Gärtne...
130
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ICPR
2006
IEEE
16 years 5 months ago
A maximum margin discriminative learning algorithm for temporal signals
We propose a new maximum margin discriminative learning algorithm here for classification of temporal signals. It is superior to conventional HMM in the sense that it does not nee...
Wenjie Xu, Jiankang Wu, Zhiyong Huang
181
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ICMLA
2009
16 years 1 months ago
Statistical Decision Making for Authentication and Intrusion Detection
User authentication and intrusion detection differ from standard classification problems in that while we have data generated from legitimate users, impostor or intrusion data is s...
Christos Dimitrakakis, Aikaterini Mitrokotsa
ER
1997
Springer
112views Database» more  ER 1997»
15 years 7 months ago
Perspectives in Modeling: Simulation, Database, and Workflow
Development of today's advanced applications is increasingly being accomplished using multi-faceted modeling. For example, the areas of simulation and workflow modeling genera...
John A. Miller, Amit P. Sheth, Krys Kochut