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ICANN
2007
Springer
16 years 1 months ago
Selection of Decision Stumps in Bagging Ensembles
Abstract. This article presents a comprehensive study of different ensemble pruning techniques applied to a bagging ensemble composed of decision stumps. Six different ensemble p...
Gonzalo Martínez-Muñoz, Daniel Hern&...
ISNN
2007
Springer
16 years 1 months ago
A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences
Abstract. Inspired on psycholinguistics and neuroscience, a symbolicconnectionist hybrid system called θ-Pred (Thematic Predictor for natural language) is proposed, designed to re...
João Luís Garcia Rosa
ISVC
2007
Springer
16 years 1 months ago
A Scalable Aural-Visual Environment for Security Event Monitoring, Analysis, and Response
Abstract. Intrusion detection systems gather large quantities of host and network information in an attempt to detect and respond to attacks against an organization. The widely var...
Paul Z. Kolano
ISVC
2007
Springer
16 years 1 months ago
Skeleton-Based Data Compression for Multi-camera Tele-Immersion System
Abstract. Image-based full body 3D reconstruction for tele-immersive applications generates large amount of data points, which have to be sent through the network in real-time. In ...
Jyh-Ming Lien, Gregorij Kurillo, Ruzena Bajcsy
202
Voted
KI
2007
Springer
16 years 1 months ago
Extending Markov Logic to Model Probability Distributions in Relational Domains
Abstract. Markov logic, as a highly expressive representation formalism that essentially combines the semantics of probabilistic graphical models with the full power of first-orde...
Dominik Jain, Bernhard Kirchlechner, Michael Beetz
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