By Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera (auth.), Osmar R. Zaïane, Sandra Zilles (eds.)
This publication constitutes the refereed complaints of the twenty fifth Canadian convention on man made Intelligence, Canadian AI 2012, held in Regina, SK, Canada, in may perhaps 2013. The 17 ordinary papers and 15 brief papers awarded have been conscientiously reviewed and chosen from seventy three preliminary submissions and are followed by way of eight papers from the Graduate scholar Symposium that have been chosen from 14 submissions. The papers disguise a number of subject matters inside AI, similar to: info extraction, wisdom illustration, seek, textual content mining, social networks, temporal associations.
Read or Download Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, SK, Canada, May 28-31, 2013. Proceedings PDF
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Additional info for Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, SK, Canada, May 28-31, 2013. Proceedings
Springer, New York (1997) 5. : Introduction to Algorithms. MIT Press, Cambridge (2009) 6. : Modeling and Reasoning with Bayesian Networks. Cambridge University Press, New York (2009) 7. : Bayesian Networks and Inﬂuence Diagrams. Springer, New York (2008) 8. : Probabilistic Graphical Models: Principles and Techniques. MIT Press, Cambridge (2009) 9. : A Diﬀerential Semantics of Lazy AR Propagation. In: 21st Conference on Uncertainty in Artiﬁcial Intelligence, pp. 364–371. Morgan Kaufmann, San Mateo (2005) 10.
Now Z and X1 each can be computed in O(n2 ). Testing IB (X1 , ∅, Y ) is linear in the size of B . Thus, the semantics of ψ can be determined by SI in O(n3 ). Theorem 2. In a Bayesian network (B, C) deﬁning a joint distribution p(U ), suppose VE computes a potential ψ whose evidence normal form is γ · N . If SI denotes the semantics of N as pB (X|Y ), then N = p(X|Y ). Theorem 2 guarantees that if SI denotes the semantics of a VE potential ψ as γ · pB (X|Y ), then ψ = γ · p(X|Y ). Recall potential ψ(g, i = 1, j) in (2).
Hence, we expect that for SNOMED’s less granular terms appear more often in MySpace data than its more specific terms. The structure of SNOMED is organized as follows: The root node has 19 subnodes. One of the sub-nodes is procedure that itself has 27 sub-nodes. Out of those sub-nodes is called procedure by method which has 134 sub-nodes. Counseling is one of those 134 sub-nodes and itself has 123 sub-nodes. Another node among the 134 sub-nodes is cardiac pacing that has 12 sub-nodes which are mostly leaves of the hierarchy.
Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, SK, Canada, May 28-31, 2013. Proceedings by Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera (auth.), Osmar R. Zaïane, Sandra Zilles (eds.)