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2015-03-17T09:24:12Z

Documentation

← Older revision		Revision as of 09:24, 17 March 2015
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	== Documentation ==		== Documentation ==

	An in depth overview of the rationale and philosophy, including a treatment of the software architecture underlying the SUMO Toolbox is available in the form of a PhD dissertation. A copy of this dissertation [[Media:2010Gorissen_SUMO.~~ogg~~\|is available here]].		An in depth overview of the rationale and philosophy, including a treatment of the software architecture underlying the SUMO Toolbox is available in the form of a PhD dissertation. A copy of this dissertation [[Media:2010Gorissen_SUMO.pdf\|is available here]].

	In addition the following poster and presentation give a high level overview:		In addition the following poster and presentation give a high level overview:

2015-03-17T09:23:16Z

Documentation

← Older revision		Revision as of 09:23, 17 March 2015
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	== Documentation ==		== Documentation ==

	An in depth overview of the rationale and philosophy, including a treatment of the software architecture underlying the SUMO Toolbox is available in the form of a PhD dissertation. A copy of this dissertation [~~http~~:~~//www~~.~~sumo.intec.ugent.be/?q=system/files/2010_04_PhD_DirkGorissen.pdf~~ is available here].		An in depth overview of the rationale and philosophy, including a treatment of the software architecture underlying the SUMO Toolbox is available in the form of a PhD dissertation. A copy of this dissertation [[Media:2010Gorissen_SUMO.ogg\|is available here]].

	In addition the following poster and presentation give a high level overview:		In addition the following poster and presentation give a high level overview:

2015-03-17T09:19:07Z

Documentation

← Older revision		Revision as of 09:19, 17 March 2015
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	* Poster: [[Media:SUMO_poster.pdf\|SUMO poster]]		* Poster: [[Media:SUMO_poster.pdf\|SUMO poster]]
	* Presentation: [[Media:SUMO_presentation.pdf\|SUMO slides]]		* Presentation: [[Media:SUMO_presentation.pdf\|SUMO slides]]

	~~To stay up to date with the latest news and releases, we also recommend subscribing to the [http://www.sumo.intec.ugent.be SUMO newsletter].~~
	~~Traffic will be kept to a minimum and you can unsubscribe at any time.~~

	A blog covering related research can be found here [http://sumolab.blogspot.com http://sumolab.blogspot.com].		A blog covering related research can be found here [http://sumolab.blogspot.com http://sumolab.blogspot.com].

2014-02-27T15:14:52Z

Features

← Older revision		Revision as of 15:14, 27 February 2014
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	** One based on the [http://leenissen.dk/fann/ Fast Artificial Neural Network Library (FANN)]		** One based on the [http://leenissen.dk/fann/ Fast Artificial Neural Network Library (FANN)]
	** One based on the [http://www.iau.dtu.dk/research/control/nnsysid.html NNSYSID Toolbox]		** One based on the [http://www.iau.dtu.dk/research/control/nnsysid.html NNSYSID Toolbox]
			** One based on Extreme Learning Machine (ELM)
	* Radial Basis Function (RBF) Models		* Radial Basis Function (RBF) Models
	* RBF Neural Networks		* RBF Neural Networks
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	\|-		\|-
	! Model selection measures*		! Model selection measures*
	\| Validation set, cross-validation, leave-one-out, model difference, AIC (also in a multi-objective context, see [[Multi-Objective Modeling]])		\| Validation set, cross-validation, leave-one-out, model difference, AIC (also in a multi-objective context, see [[Multi-Objective Modeling]]), LRM
	\|-		\|-
	! Sample Evaluation*		! Sample Evaluation*

2014-01-08T11:37:09Z

Features

← Older revision		Revision as of 11:37, 8 January 2014
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	** nu-SVM (based on [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM])		** nu-SVM (based on [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM])
	* Support for model types from the [http://www.cs.waikato.ac.nz/ml/weka/ WEKA] data mining library		* Support for model types from the [http://www.cs.waikato.ac.nz/ml/weka/ WEKA] data mining library
			** Classification, regression and clustering algorithms present in WEKA can be used simply by adding entries in the configuration. Please refer to the 'weka' ModelBuilder in the demo configuration file. A list of algorithms can be found [http://wiki.pentaho.com/display/DATAMINING/Data+Mining+Algorithms+and+Tools+in+Weka here].
	\|-		\|-
	! Model parameter optimization algorithms*		! Model parameter optimization algorithms*

2014-01-08T11:17:03Z

Features

← Older revision		Revision as of 11:17, 8 January 2014
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	** epsilon-SVM (based on [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM] or [http://svmlight.joachims.org/ SVMlight])		** epsilon-SVM (based on [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM] or [http://svmlight.joachims.org/ SVMlight])
	** nu-SVM (based on [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM])		** nu-SVM (based on [http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM])
			* Support for model types from the [http://www.cs.waikato.ac.nz/ml/weka/ WEKA] data mining library
	\|-		\|-
	! Model parameter optimization algorithms*		! Model parameter optimization algorithms*

2012-01-13T10:38:34Z

Documentation

← Older revision		Revision as of 10:38, 13 January 2012
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	A blog covering related research can be found here [http://sumolab.blogspot.com http://sumolab.blogspot.com].		A blog covering related research can be found here [http://sumolab.blogspot.com http://sumolab.blogspot.com].
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	== Citations ==		== Citations ==

	See [[Citing\|Citing the toolbox]].		See [[Citing\|Citing the toolbox]].

2012-01-13T10:38:12Z

Citations

← Older revision		Revision as of 10:38, 13 January 2012
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	See [[Citing\|Citing the toolbox]].		See [[Citing\|Citing the toolbox]].

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2012-01-13T10:37:52Z

Movies

← Older revision		Revision as of 10:37, 13 January 2012
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	Note these movies do not necessarily reflect the latest toolbox version. Improvements and/or interface adjustments may have been made since then.		Note these movies do not necessarily reflect the latest toolbox version. Improvements and/or interface adjustments may have been made since then.

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	== Documentation ==		== Documentation ==

2011-03-19T08:30:19Z

← Older revision		Revision as of 08:30, 19 March 2011
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	Note these movies do not necessarily reflect the latest toolbox version. Improvements and/or interface adjustments may have been made since then.		Note these movies do not necessarily reflect the latest toolbox version. Improvements and/or interface adjustments may have been made since then.

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	== Documentation ==		== Documentation ==