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Page properties

Author

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1		-XWiki.als
	1	+XWiki.mka

Content

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1		-TODO Satz zu top-down
	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.
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:
4	4
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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		-
15	15	== Example Top-down Layout of an SCChart ==
16	16
17	17	[[image:attach:Controller_topdown_v3.png]]
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28	28
29	29	= Related Work/Literature =
30	30
31		-[WIP] Top-down layout paper
	29	+[Under Review] M. Kasperowski and R. von Hanxleden, //Top-down Layout: Utilizing Zoom as the Third Dimension//
32	32
33		-[[http:~~/~~/neuralnetworksanddeeplearning.com/index.html>>url:http://neuralnetworksanddeeplearning.com/index.html||shape="rect"]]
	31	+M. Nielsen, //Neural Networks and Deep Learning//, Determination Press, 2015 ([[http:~~/~~/neuralnetworksanddeeplearning.com/index.html>>url:http://neuralnetworksanddeeplearning.com/index.html||shape="rect"]])
34	34
35		-[[https:~~/~~/www.deeplearningbook.org/>>url:https://www.deeplearningbook.org/||shape="rect"]]
	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"]])
36	36
37	37	= Involved Languages/Technologies =
38	38
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42	42
43	43	= Supervised by =
44	44
45		-Maximilian Kasperowski
	43	+Maximilian Kasperowski in cooperation with the [[Intelligent Systems>>url:https://www.ins.informatik.uni-kiel.de/en||shape="rect"]] group.
46	46
47		-mka@
	45	+mka@informatik.uni-kiel.de

Confluence.Code.ConfluencePageClass[0]

Id

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1		-136183951
	1	+136183955

URL

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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
	1	+https://rtsys.informatik.uni-kiel.de/confluence//wiki/spaces/RTSYS/pages/136183955/A Machine Learning Approach for Node Size Approximation in Top-down Layout