We propose statistical predicate invention as a key problem for statistical relational learning. SPI is the problem of discovering new concepts, properties and relations in struct...
Software system faults are often caused by unexpected interactions among components. Yet the size of a test suite required to test all possible combinations of interactions can be...
Myra B. Cohen, Peter B. Gibbons, Warwick B. Mugrid...
Matrix decomposition methods provide representations of an object-variable data matrix by a product of two different matrices, one describing relationship between objects and hidd...
Abstract— In this paper we introduce an analysis of dependability of an elementary yet critical component of robotic systems designed to operate in environments shared with human...
Roberto Filippini, Soumen Sen, Giovanni Tonietti, ...
In science and engineering courses, students are often presented a situation for which they are asked to identify the relevant principles and to instantiate them as a set of equat...