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ECAI
2004
Springer
15 years 10 months ago
Instance-Based Prediction with Guaranteed Confidence
Instance-based learning (IBL) algorithms have proved to be successful in many applications. However, as opposed to standard statistical methods, a prediction in IBL is usually give...
Eyke Hüllermeier
CLOR
2006
15 years 10 months ago
Comparison of Generative and Discriminative Techniques for Object Detection and Classification
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the dis...
Ilkay Ulusoy, Christopher M. Bishop
ECAI
2006
Springer
15 years 10 months ago
Boolean Games Revisited
Abstract. Game theory is a widely used formal model for studying strategical interactions between agents. Boolean games [8] are two players, zero-sum static games where players...
Elise Bonzon, Marie-Christine Lagasquie-Schiex, J&...
ECWEB
2006
Springer
126views ECommerce» more  ECWEB 2006»
15 years 10 months ago
Web User Segmentation Based on a Mixture of Factor Analyzers
Abstract. This paper proposes an approach for Web user segmentation and online behavior analysis based on a mixture of factor analyzers (MFA). In our proposed framework, we model u...
Yanzan Zhou, Bamshad Mobasher
EWSA
2006
Springer
15 years 10 months ago
Preserving Software Quality Characteristics from Requirements Analysis to Architectural Design
In this paper, we present a pattern-based software development method that preserves usability and security quality characteristics using a role-driven mapping of requirements anal...
Holger Schmidt, Ina Wentzlaff