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IWANN
2005
Springer
16 years 3 days ago
Bias and Variance of Rotation-Based Ensembles
Abstract. In Machine Learning, ensembles are combination of classifiers. Their objective is to improve the accuracy. In previous works, we have presented a method for the generati...
Juan José Rodríguez, Carlos J. Alons...
MCS
2005
Springer
16 years 3 days ago
Cluster-Based Cumulative Ensembles
Abstract. In this paper, we propose a cluster-based cumulative representation for cluster ensembles. Cluster labels are mapped to incrementally accumulated clusters, and a matching...
Hanan Ayad, Mohamed S. Kamel
SEMWEB
2005
Springer
16 years 2 days ago
Debugging OWL-DL Ontologies: A Heuristic Approach
Abstract. After becoming a W3C Recommendation, OWL is becoming increasingly widely accepted and used. However most people still find it difficult to create and use OWL ontologies...
Hai Wang, Matthew Horridge, Alan L. Rector, Nick D...
SPIN
2005
Springer
16 years 2 days ago
Model Checking Machine Code with the GNU Debugger
Embedded software verification is an important verification problem that requires the ability to reason about the timed semantics of concurrent behaviors at a low level of atomic...
Eric Mercer, Michael Jones
WINE
2005
Springer
115views Economy» more  WINE 2005»
16 years 2 days ago
Experimental Evaluation of an eBay-Style Self-reporting Reputation Mechanism
Abstract. We experimentally studied the effects of a eBay-style selfreporting reputation mechanism in an double-sided exchange economy in which participants have the option of not...
Kay-Yut Chen, Tad Hogg