Due to the fast growing of the information available on the Web, the retrieval of relevant content is increasingly hard. The complexity of the task is concerned both with the seman...
Enrico Triolo, Nicola Polettini, Diego Sona, Paolo...
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
This paper proposes an approach and a process to recover traceability links between source code and free text documents in software system developed with extensive use of COTS, mi...
Massimiliano Di Penta, Sara Gradara, Giuliano Anto...
—IETF ForCES (Forwarding and Control Element Separation) is defining specifications for interfaces and modular resources abstractions in open programmable network equipments. Acc...
In this work we propose new ensemble methods for the hierarchical classification of gene functions. Our methods exploit the hierarchical relationships between the classes in diffe...