Pack: RMonto pack

Created: 2012-01-29 09:47:09      Last updated: 2012-03-05 22:24:02
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Title: RMonto pack


Information Description

 

RMonto is an ontological extension to RapidMiner, that provides possibility of machine learning with formal ontologies.

RMonto is an easily extendable framework, currently providing support for unsupervised clustering with kernel methods and (frequent) pattern mining in knowledge bases.

One important feature of RMonto is that it enables working directly on structured, relational data. Additionally, its custom algorithm implementations may be combined with the power of RapidMiner through transformation/extraction from the ontological data to attribute-value data.

More on RMonto can be found at http://semantic.cs.put.poznan.pl/RMonto/

 

 

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  • Internal item

    File: Data supplementary to meta-mining workflows (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-03-05 22:24:02)

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  • Internal item

    File: Digital Multimedia Repositories Ontology (DMRO) and KB with RDF version of Videolectures.net dataset (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-01-31 20:41:19)

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  • Internal item

    Workflow: Import of the repository of RapidMiner workflows to RDF format based on DMOP's ontology vocabulary for representing processes (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-03-05 21:57:10)

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  • Internal item

    Workflow: Loading OWL files (RDF version of videolectures.net dataset) to Sesame/OWLIM repository (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-01-29 16:24:31)

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  • Internal item

    Workflow: Meta-mining workflow that performs crossvalidation to evaluate a model based on dataset characteristics (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-03-05 21:54:52)

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  • Internal item

    Workflow: Semantic clustering (with AHC) of SPARQL query results over RDF version of videolectures.net dataset (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-01-29 09:47:26)

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  • Internal item

    Workflow: Semantic clustering (with alpha-clustering) of SPARQL query results over RDF version of videolectures.net dataset (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-01-29 15:55:47)

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  • Internal item

    Workflow: Semantic clustering (with k-medoids) of SPARQL query results over RDF version of videolectures.net dataset (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-01-29 09:47:35)

    moreExpand

  • Internal item

    Workflow: Semantic meta-mining workflow that performs crossvalidation to evaluate a pattern-based model (Lawrynka)

    Added by Lawrynka ... more than 1 year ago (2012-03-05 21:41:08)

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