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Workflow Image Mining with RapidMiner (1)

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This is an image mining process using the image mining Web service provided by NHRF within e-Lico. It first uploads a set of images found in a directory, then preprocesses the images and visualizes the result. Furthermore, references to the uploaded images are stored in the local RapidMiner repository so they can later be used for further processing without uploading images a second time.

Created: 2010-04-28 | Last updated: 2012-01-16

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Pack Core text mining workflows


Created: 2010-02-19 10:12:33 | Last updated: 2011-12-13 16:03:17

This pack contains workflows we have created to support core text mining tasks. We currently provide workflows to do these tasks Loading documents (text or PDF) PDF to text conversion Sentence splitting Text cleaning (ASCII or XML-valid) Term recognition (using NaCTeM service TerMine)  

7 items in this pack

Comments: 0 | Viewed: 686 times | Downloaded: 123 times

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Workflow Termine with c-value threshold (1)

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This workflow accepts a list of sentences from a single document and returns the terms found by the TerMine web service. It also allows you to set a threshold c-value score so that only terms with a user-controlled probability (of being a real term) are returned as an output.   To get sentences to supply to this workflow you can use the sentence splitting workflow.  The TerMine service (used in this workflow) only accepts text in ASCII encoding, so you should also use the Clean p...

Created: 2010-02-19 | Last updated: 2011-12-13

Credits: User James Eales

Workflow PDF to plain text (1)

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This workflow will extract the plain text content of PDF files supplied to the input port.  You can connect the Load PDF from directory workflow to this workflows input. We recommend you send the output from this workflow to the Clean plain text workflow, because the PDF to text process can add characters into the text that are XML-invalid and therefore can not be sent to most services as plain text.  Another way round this problem is to encode the text as Base64 using the handy loc...

Created: 2010-02-19 | Last updated: 2011-12-13

Credits: User James Eales

Workflow Sentence splitting (1)

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This workflow will attempt to split up text into sentences, returning a list of sentences to the output port.  The sentence splitting service makes use of the OpenNLP sentence detector and has been trained to work on english text. This workflow can be used to provide input to the Termine with c-value threshold workflow. This is a workflow component, designed to be used as a nested workflow inside a larger text mining or text processing workflow.

Created: 2010-02-19 | Last updated: 2011-12-13

Credits: User James Eales

Workflow Terms from collection of PDF files (2)

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This workflow will give you a set of candidate terms for each PDF document in a user-specified directory. You can also specify a c-value threshold that will restrict the terms to those with higher scores. This workflow was created using only nested workflows.  These workflow components work on their own and can be linked together to form more complex workflows such as this. You can view the text mining workflow components in this pack. If you receive errors when running this workflow t...

Created: 2010-02-19 | Last updated: 2011-12-13

Credits: User James Eales

Creator

Pack Who Wants to be a Data Miner?


Created: 2011-11-02 17:54:07 | Last updated: 2013-09-09 16:22:11

One of the most fun events at the annual RapidMiner Community Meeting and Conference (RCOMM) is the live data mining process design competition "Who Wants to be a Data Miner?". In this competition, participants must design RapidMiner processes for a given goal within a few minutes. The tasks are related to data mining and data analysis, but are rather uncommon. In fact, most of the challenges ask for things RapidMiner was never supposed to do. This pack contains solutions for these...

12 items in this pack

Comments: 0 | Viewed: 234 times | Downloaded: 101 times

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Workflow Terms from collection of text files (1)

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This workflow will give you a set of candidate terms for each text file in a user-specified directory. You can also specify a c-value threshold that will restrict the terms to those with higher scores. This workflow was created using only nested workflows.  These workflow components work on their own and can be linked together to form more complex workflows such as this. You can view the text mining workflow components in this pack. If you receive errors when running this workflow then...

Created: 2010-02-22 | Last updated: 2011-12-13

Credits: User James Eales

Workflow Load PDF from directory (1)

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This workflow will automate the reading of a set of PDF files stored in a single directory (the path to which should be supplied as a single input value). This is a workflow component, designed to be used as a nested workflow inside a larger text mining or text processing workflow.  

Created: 2010-02-19 | Last updated: 2011-12-13

Credits: User James Eales

Workflow Load plain text from directory (1)

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This workflow will automate the reading of a set of text files stored in a single directory (the path to which should be supplied as a single input value).  It will assume that the text files are saved using the default character encoding for the system that Taverna is running on.  This is a workflow component, designed to be used as a nested workflow inside a larger text mining or text processing workflow.  

Created: 2010-02-18 | Last updated: 2011-12-13

Credits: User James Eales

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