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AUSAI
2006
Springer
14 years 4 months ago
Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment
Fingerspelling is used in sign language to spell out names of people and places for which there is no sign or for which the sign is not known. In this work we describe a Turkish fi...
Oguz Altun, Songül Albayrak, Ali Ekinci, Behz...
AUSAI
2006
Springer
14 years 4 months ago
Generalized Unified Decomposition of Ensemble Loss
Remco R. Bouckaert, Michael Goebel, Patricia J. Ri...
AUSAI
2006
Springer
14 years 4 months ago
Voting Massive Collections of Bayesian Network Classifiers for Data Streams
Abstract. We present a new method for voting exponential (in the number of attributes) size sets of Bayesian classifiers in polynomial time with polynomial memory requirements. Tra...
Remco R. Bouckaert
AUSAI
2006
Springer
14 years 4 months ago
Efficient AUC Learning Curve Calculation
Abstract. A learning curve of a performance measure provides a graphical method with many benefits for judging classifier properties. The area under the ROC curve (AUC) is a useful...
Remco R. Bouckaert
AUSAI
2006
Springer
14 years 4 months ago
Finite Domain Bounds Consistency Revisited
A widely adopted approach to solving constraint satisfaction problems combines systematic tree search with constraint propagation for pruning the search space. Constraint propagati...
Chiu Wo Choi, Warwick Harvey, J. H. M. Lee, Peter ...
AUSAI
2006
Springer
14 years 4 months ago
LPForget: A System of Forgetting in Answer Set Programming
Abstract. A novel declarative approach of forgetting in answer set programming (ASP) has been proposed recently. In this paper we report a system prototype of forgetting in ASP, ca...
Fu-Leung Cheng, Thomas Eiter, Nathan Robinson, Abd...