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125
Voted
COMPSAC
2004
IEEE
15 years 7 months ago
Safety Tactics for Software Architecture Design
The influence of architecture in assurance of system safety is being increasingly recognised in mission-critical software applications. Nevertheless, most architectural strategies...
Weihang Wu, Tim Kelly
109
Voted
COMPSAC
2004
IEEE
15 years 7 months ago
Modular Design of Reactive Systems
: We concentrate on two major aspects of reactive system design: behavior control and modularity. These are studied from a formal point of view, within the framework of action syst...
Cristina Cerschi Seceleanu, Tiberiu Seceleanu
81
Voted
AUSAI
2006
Springer
15 years 7 months ago
Generalized Unified Decomposition of Ensemble Loss
Remco R. Bouckaert, Michael Goebel, Patricia J. Ri...
119
Voted
AUSAI
2006
Springer
15 years 7 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
112
Voted
AUSAI
2006
Springer
15 years 7 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