Titlebook: Advances in Artificial Intelligence; 31st Canadian Confer Ebrahim Bagheri,Jackie C.K. Cheung Conference proceedings 2018 Springer Internati

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0302-9743 o, ON, Canada, in May 2018...?.The 16 regular papers and 18 short papers presented together with 7 Graduate Student Symposium papers and 4 Industry Track papers were carefully reviewed and selected from 72 submissions. The focus of the conference was on artificial intelligence research and advanced

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0302-9743 ack papers were carefully reviewed and selected from 72 submissions. The focus of the conference was on artificial intelligence research and advanced information and communications technology..978-3-319-89655-7978-3-319-89656-4Series ISSN 0302-9743 Series E-ISSN 1611-3349

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https://doi.org/10.1007/978-1-4419-6136-5nto NAT models. We show empirically that multiplicatively factoring NAT-modeled BNs allows significant speed up in inference for a reasonable range of sparse BN structures. We also show that such gain in efficiency only causes reasonable approximation errors in posterior marginals in NAT-modeled real world BNs.

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Brain-Computer Interface Researche study . interpreted over both finite and infinite traces. We also provide the first explicit compilation that translates an . synthesis problem to a FOND problem. Experiments with state-of-the-art . FOND and synthesis solvers show automated planning to be a viable and effective tool for highly structured . synthesis problems.