Zobrazeno 1 - 10
of 62
pro vyhledávání: '"ŠOSTAKS, Agris"'
Knowledge graphs (KG) have become an important data organization paradigm. The available textual query languages for information retrieval from KGs, as SPARQL for RDF-structured data, do not provide means for involving non-technical experts in the da
Externí odkaz:
http://arxiv.org/abs/2304.14825
Convolutional neural networks have become the main tools for processing two-dimensional data. They work well for images, yet convolutions have a limited receptive field that prevents its applications to more complex 2D tasks. We propose a new neural
Externí odkaz:
http://arxiv.org/abs/2006.15892
Attention is a commonly used mechanism in sequence processing, but it is of O(n^2) complexity which prevents its application to long sequences. The recently introduced neural Shuffle-Exchange network offers a computation-efficient alternative, enabli
Externí odkaz:
http://arxiv.org/abs/2004.04662
A key requirement in sequence to sequence processing is the modeling of long range dependencies. To this end, a vast majority of the state-of-the-art models use attention mechanism which is of O($n^2$) complexity that leads to slow execution for long
Externí odkaz:
http://arxiv.org/abs/1907.07897
The ad-hoc querying process is slow and error prone due to inability of business experts of accessing data directly without involving IT experts. The problem lies in complexity of means used to query data. We propose a new natural language- and semis
Externí odkaz:
http://arxiv.org/abs/1606.02573
Publikováno v:
EPTCS 74, 2011, pp. 237-252
This paper describes the solution of Hello World transformations in MOLA transformation language. Transformations implementing the task are relatively straightforward and easily inferable from the task specification. The required additional steps rel
Externí odkaz:
http://arxiv.org/abs/1111.4755
Publikováno v:
EPTCS 74, 2011, pp. 159-167
The Reengineering Case of the Transformation Tool Contest 2011 deals with automatic extraction of state machine from Java source code. The transformation task involves complex, non-local matching of model elements. This paper contains the solution of
Externí odkaz:
http://arxiv.org/abs/1111.4750
Akademický článek
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Publikováno v:
Baltic Journal of Modern Computing; 2024, Vol. 12 Issue 1, p1-14, 14p
Publikováno v:
In Procedia Computer Science 2016 100:498-506