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Software developed at LS8

Several progams have been and are developed in parallel to our research activity. Most of them are actively maintained by their author.
TitelDescriptionAuthor(s)Related projectsID
YALE Clustering Plugin (now fully integrated in RapidMiner)A plugin that provides a framework and some basic functionality to enable advanced clustering in YALE (since YALE/RapidMiner 4.0 fully integrated into the YALE/RapidMiner 4.0 core) Wurst, Michael
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Word Vector Tool and RapidMiner Word Vector Tool PluginA simple utility to create representations of text-based documents in the vector space model (stand-alone library and plugin for RapidMiner (formerly YALE)) Wurst, Michael
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UschificatorScaling of classifier membership values Rüping, Stefan
SFB 475 subproject A4
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URLCheckerQuality-management-tool for websites Hakenjos, Daniel
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TaCl-Extension (RM5)RapidMiner 5 Extension for the algorithm described in 'Multi-objective Frequent Termset Clustering' Kaspari, Andreas
Morik, Katharina
Skirzynski, Marcin
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SVM-lightAn implementation of Support Vector Machines in C Joachims, Thorsten
SFB 475 subproject A4
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Subspace Clustering ExtensionRapidMiner Extension for Subspace Clustering with frequent items Skirzynski, Marcin
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Structural Support Vector MachineImplements the SVMstruct in Java Pfahler, Lukas
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streams framework Bockermann, Christian
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Signal Reconstruction on GPUs Lee, Sangkyun
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rsig: Robust Signature Selection for Survival Outcomes Lee, Sangkyun
SFB 876
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RDT/dmRDT/dm is a advancement of the Rule Discovery Tool, which was implemented in MOBAL before. Münstermann, Dirk
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RapidMiner Value Series Plugin(Automatic) Feature extraction from value series with RapidMiner (formerly YALE) Mierswa, Ingo
SFB 475 subproject A4
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Rapidminer RecallChooser, extended Ada2Boost Helf, Marius
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Rapidminer Phido-AdapterMit Hilfe dieses Frameworks lassen sich RapidMiner-Prozesse auf ein Rechencluster (z.B. PhiDo) verteilen. Helf, Marius
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RapidMiner Microarray Feature Selection PluginOperators for feature selection and classificationof high-dimensional (microarray-) data Schowe, Benjamin
Sivakumar, Viswanath
SFB 876
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RapidMiner Information Extraction PluginThe Information Extraction Plugin for RapidMiner allows the usage of information extraction methods in documents. Jungermann, Felix
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RapidMiner HDF5 ExtensionContains a reader and a writer for HDF5 files and associated sample processes. Czogalla, Jan
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RapidMiner Distributed Data Mining PluginDistributed Data Mining Simulator for RapidMiner (formerly YALE) Wurst, Michael
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RapidMiner Development ExtensionAn extension for RapidMiner and Eclipse to rapidly develop extensions for RM Czogalla, Jan
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RapidMiner Dependency ParsingDemonstrates structured prediction within RapidMiner Pfahler, Lukas
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RapidMiner Data Stream Plugin (formerly: YALE Concept Drift Plugin)Extension of RapidMiner (formerly YALE) for machine learning and data mining from time-varying data streams and for tracking drifting concepts Klinkenberg, Ralf
SFB 475 subproject A4
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RapidMiner Conditional Random Fields PluginExtension of RapidMiner (formerly YALE) for Conditional Random Fields (e.g. for named entity recognition from web pages) Jungermann, Felix
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RapidMiner (YALE)RapidMiner (formerly YALE) is an integrated environment for machine learning, data mining, and knowledge discovery experiments and applications Fischer, Simon
Klinkenberg, Ralf
Mierswa, Ingo
SFB 475 subproject A4
SFB 531 Computational Intelligence
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PRIMP and PANPALBoolean matrix factorization with automatic rank determination. Hess, Sibylle
Piatkowski, Nico
SFB 876
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