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131
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ICML
2007
IEEE
16 years 4 months ago
Statistical predicate invention
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...
Stanley Kok, Pedro Domingos
156
Voted
ICSE
2003
IEEE-ACM
16 years 4 months ago
Constructing Test Suites for Interaction Testing
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...
ICFCA
2009
Springer
15 years 10 months ago
Factor Analysis of Incidence Data via Novel Decomposition of Matrices
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...
Radim Belohlávek, Vilém Vychodil
ICRA
2007
IEEE
127views Robotics» more  ICRA 2007»
15 years 10 months ago
A Comparative Dependability Analysis of Antagonistic Actuation Arrangements for Enhanced Robotic Safety
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, ...
117
Voted
ICTAI
2007
IEEE
15 years 10 months ago
Knowledge Based Mechanisms for Tutoring Systems in Science and Engineering
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...
Chun Wai Liew, Joel A. Shapiro, Donald E. Smith