Download PDF by Evgeniy Gabrilovich (auth.), Yong Gao, Nathalie Japkowicz: Advances in Artificial Intelligence: 22nd Canadian

By Evgeniy Gabrilovich (auth.), Yong Gao, Nathalie Japkowicz (eds.)

ISBN-10: 3642018173

ISBN-13: 9783642018176

ISBN-10: 3642018181

ISBN-13: 9783642018183

This publication constitutes the refereed court cases of the 22st convention of the Canadian Society for Computational stories of Intelligence, Canadian AI 2009, held in Windsor, Canada, in may well 2008.

The 30 revised complete papers offered including five revised brief papers and eight papers from the graduate scholar symposium have been conscientiously reviewed and chosen from seventy five submissions. The papers current unique fine quality examine in all components of synthetic Intelligence and observe historic AI options to fashionable challenge domain names in addition to fresh suggestions to ancient challenge settings.

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Read or Download Advances in Artificial Intelligence: 22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009 Kelowna, Canada, May 25-27, 2009 Proceedings PDF

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Both methods consistently outperformed a benchmark portfolio, and their combination proved to be even more effective and efficient as the combined models yielded the highest returns with the fewest trades. Keywords: automatic financial forecasting, n-grams, CNG, readability scores, support vector machines. 1 Introduction The Securities and Exchange Commission (SEC) requires that each year all publicly-traded companies supply a third-party audited financial report, which states the company’s financial position and performance over the previous year.

470. 17. This demonstrates the interest of filtering bad transpots. 4 Merging Variants The second post-processing stage, which merges variants, was evaluated on the pairs of sentences collected from the same 5 000 queries as those of the ref corpus. Contrary to the evaluation of transpot filtering, which requires a dictionary to build the reference, the retrieved pairs of sentences were not discarded here if the translations did not occur in our in-house bilingual phrase dictionary. This allowed us to obtain a more important number of unique (q, t) pairs (389 989 after filtering spurious transpots).

The variable bij is assigned TRUE, if and only if vi will be mapped into wj . The direct encoding will produce a SAT instance with nG nH variables. For each vi ∈ VG , a clause of the form bi1 ∨ bi2 · · · ∨ binH is added, to make sure that each vertex of G is mapped into some vertices of H. There are nG such clauses. For each vi ∈ VG , and each pair (j < k) ∈ {1, . . , nH }2 a clause of the form ¬bij ∨ ¬bik is added to insure that each vertex of G is mapped into at most one vertex of H. For each i ∈ {1, .

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Advances in Artificial Intelligence: 22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009 Kelowna, Canada, May 25-27, 2009 Proceedings by Evgeniy Gabrilovich (auth.), Yong Gao, Nathalie Japkowicz (eds.)


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