In this paper, we present an AUC (i.e., the Area Under the Curve of Receiver Operating Characteristics (ROC)) maximization based learning algorithm to design the classifier for ma...
An increasingly important trend in the engineering of complex systems is the design of component integration standards. Such standards de ne rules of interaction and shared commun...
Most of current embedded control software (ECSW) development techniques deal only with performance specifications during the early software design phase and delay the modeling and...
Consider the class of problems in which a target class is well-defined, and an outlier class is ill-defined. In these cases new outlier classes can appear, or the class-conditiona...
Thomas Landgrebe, David M. J. Tax, Pavel Pacl&iacu...
The informative value of biomolecular networks has shifted from being solely information resources for possible cellular partners (whether these embody proteins, (ribo)nucleic aci...