Summary

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Page properties

Author

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1		-XWiki.mka
	1	+XWiki.als

Content

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1		-Top-down Layout is a technique to draw large hierarchical diagrams from the root node downwards, scaling children down to fit in the space provided by their parents. This is in contrast to bottom-up layout where children are laid out first and the parents' dimensions are determined accordingly afterwards.
	1	+TODO Satz zu top-down
2	2
3	3	In top-down layout a strategy needs to be used to set node sizes without knowledge of the hierarchical contents of the node as that has not been processed/laid out at that point. Current strategies are:
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10	10
11	11	Graphs are complex feature vectors and the solution space is very large without necessarily one correct and optimal answer. Therefore, a machine learning (ML)-based approach may help find good solutions.
12	12
	13	+This topic will be supervised in cooperation with the [[Intelligent Systems>>url:https://www.ins.informatik.uni-kiel.de/en||shape="rect"]] group.
	14	+
13	13	== Example Top-down Layout of an SCChart ==
14	14
15	15	[[image:attach:Controller_topdown_v3.png]]
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26	26
27	27	= Related Work/Literature =
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29		-[Under Review] M. Kasperowski and R. von Hanxleden, //Top-down Layout: Utilizing Zoom as the Third Dimension//
	31	+[WIP] Top-down layout paper
30	30
31		-M. Nielsen, //Neural Networks and Deep Learning//, Determination Press, 2015 ([[http:~~/~~/neuralnetworksanddeeplearning.com/index.html>>url:http://neuralnetworksanddeeplearning.com/index.html||shape="rect"]])
	33	+[[http:~~/~~/neuralnetworksanddeeplearning.com/index.html>>url:http://neuralnetworksanddeeplearning.com/index.html||shape="rect"]]
32	32
33		-I. Goodfellow and Y. Bengio and A. Courville, //Deep Learning//, MIT Press, 2016 ([[https:~~/~~/www.deeplearningbook.org/>>url:https://www.deeplearningbook.org/||shape="rect"]])
	35	+[[https:~~/~~/www.deeplearningbook.org/>>url:https://www.deeplearningbook.org/||shape="rect"]]
34	34
35	35	= Involved Languages/Technologies =
36	36
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40	40
41	41	= Supervised by =
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43		-Maximilian Kasperowski in cooperation with the [[Intelligent Systems>>url:https://www.ins.informatik.uni-kiel.de/en||shape="rect"]] group.
	45	+Maximilian Kasperowski
44	44
45		-mka@informatik.uni-kiel.de
	47	+mka@

Confluence.Code.ConfluencePageClass[0]

Id

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1		-136183956
	1	+136183951

URL

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1		-https://rtsys.informatik.uni-kiel.de/confluence//wiki/spaces/RTSYS/pages/136183956/A Machine Learning Approach for Node Size Approximation in Top-down Layout
	1	+https://rtsys.informatik.uni-kiel.de/confluence//wiki/spaces/RTSYS/pages/136183951/A Machine Learning Approach for Node Size Approximation in Top-down Layout