Search Results for "text mining" - Page 2
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Showing 68 open source projects for "text mining"
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The Java Data Mining Package (JDMP) is a library that provides methods for analyzing data with the help of machine learning algorithms (e.g. clustering, classification, graphical models, neural networks, Bayesian networks, text processing, optimization).
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Jbowl is a Java library intended to provide an API for development of text mining applications. It provides facilities for text analysis, as well as for building, evaluating and applying of various supervised and unsupervised text mining models.
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Persica-A new Persian corpus for NLP
This project presents a new corpus for NEWS text analysis in Persian
Lack of multi-application text corpus despite of the surging text data is a serious bottleneck in the text mining and natural language processing especially in Persian language. This project presents a new corpus for NEWS articles analysis in Persian called Persica. NEWS analysis includes NEWS classification, topic discovery and classification, category classification and many more procedures. -
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webtextanalysis
Mining knowledge from text data
This project aims to implement in java the following text mining techniques: Text Language Detection, Keywords and keyphrases extraction, Text Classification, Text Clustering, Single or multiple documents Summarization, Plagiarism Detection. -
Free and Open Source HR SoftwareGive your HR team the tools they need to streamline administrative tasks, support employees, and make informed decisions with the OrangeHRM free and open source HR software.
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Framework for text mining, data integration and data analysis. Keywords: ontology and graph alignment, relation mining, warehouse, semantic database integration, bioinformatics, systems biology, microarray, Java.
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RedLDA
Redundancy Aware LDA Gibbs Sampler
Redundancy-Aware Topic Modeling Copy Paste Redundancy or Data Duplication are prevalent in many corpora.This redundancy has a negative impact on the quality of text mining and topic modeling in particular. This is a software package of a novel variant of Latent Dirichlet Allocation (LDA) topic modeling, Red-LDA, which takes into account the inherent redundancy of corpora when modeling content. My site: http://www.cs.bgu.ac.il/~cohenrap/ Lab site: http://www.cs.bgu.ac.il/~nlpproj/ Sister project: http://sourceforge.net/projects/corpusredundanc/ -
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...To install the widget, place all files into the folder: /private/var/mobile/Library/Widgets/LTCMinerIWidget Once the files are there, you add the iWidget to the homescreen just like any other iWidget by touching and holding a blank spot of the home screen. In order to use this iWidget, you will need your API key from the appropriate LTC mining site. WeMineLTC: The API key is available by going to 'My Account'->'Account Details'. Give Me Coins: The API key is available by going to 'Settings'->'Account'. Once you have copy/pasted the API key into the text box, you MUST click the 'Done' button (otherwise it won't save the API key in the iWidget).
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TextProcessor
A Java package to preprocess text datasets for posterior text analysis
The TextProcessor Java package is a text processing toolkit, which provides some frequently used text processing functions such as stemming, removing stop-words, generating a term vocabulary, and calculating the term-doc frequency matrix. Basic topic mining models such as LDA and sparse NMF are also supported. The package can also generate feature files from a given text dataset with LDA and LIBSVM format for posterior procedures such as classification or clustering. ... -
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gannu
Java API and tools for performing NLP and other AI tasks
Java API and tools for performing a wide range of AI tasks such as: word sense disambiguation (released), optimization (5 Evolutionary Algorithms Implemented ETA February 2014), opinion mining (ETA November 2014) and text wikification (ETA July 2014). Gannu includes some graphical interfaces for scientific purposes. When using Gannu please cite: *Jiménez, F. V., Gelbukh, A. F. & Sidorov, G. (2013). Simple Window Selection Strategies for the Simplified Lesk Algorithm for Word Sense Disambiguation.. In F. Castro, A. ... -
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TML - Text Mining Library for LSA & CMM
TML is a Java Library for LSA and extracting Concept Maps from text
TML has moved to http://www.villalon.cl/tml.html and the code to https://github.com/villalon/tml -
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CKSauthorer
Work in progress K99/R00 project at Mayo and Northwestern
...However, because of the overabundance of clinical resources and guidelines, adding new content to UpToDate and ensuring that it is consistent with evidence is time consuming. This project investigates the feasibility of using a novel text mining based informatics approach to semi-automate the management of a clinical knowledge system, using UpToDate as the test bed. Although the methods will be applicable to any clinical knowledge system and any topic, they will be evaluated using two important test topics from cardiology – congestive heart failure and atrial fibrillation. ... -
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Arabic Computational Linguistics resources and Tools, Arabic Text Mining Tools, Arabic Language tools, Arabic Morphological Analysis (Stemming / Light Stemming), Arabic text preprocessing, Arabic Corpora, Open Source Arabic Corpora OSAC, Comparable Corpora. For more information: http://sites.google.com/site/motazsite
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The Deep Email Miner Application is a software solution for the multistaged analysis of an Email Corpus. Social network analysis and text mining techniques are connected to enable an in depth view into the underlying information. The self-executable Version 1.1 jar file will now run on Java 1.5 or higher. A Windows executable file of Version 1.1 is also provided in the Files section. Documentation can be found on the project homepage.
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This project aims to implement in java the following text mining techniques: Text Language Detection, Keywords and keyphrases extraction, Text Classification, Text Clustering, Single or multiple documents Summarization, Plagiarism Detection.
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Textpresso is a text-mining system for scientific literature. Textpresso's two major elements are (1) access to full text articles for searching, and categories of biological concepts and classes that relate two objects or describe one. .
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Windows application for data mining with self-organizing neural networks. It works with text data files and has convenient user interface. Is solves data mining tasks of class Recognition, continuous value Prediction, and time series Forecast.
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This library offers an API to useful tools that can be utilized for any text mining project. More details will be mentioned in the project's future documentation
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Contextor is a light-weight simple-to-use Java based library to help developers and researchers working with the general concept of a resource; as examples, resources can be text resources, web resources, images and videos.
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Wikipedia Concept Association Map (WCAM) is new approach for textual knowledge representation and understanding. All concepts and associations are stored in a graph database for better performance and easy distribution.
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Moara is a biological text mining tool and consists of a Java library and some auxiliary MySQL databases for gene/protein training and extraction of mentions and its further normalization and disambiguation.
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This project is a compilation of tools/libraries to help with tasks related to Text Analytics mainly in Java. These tools range from simple wrappers to sophisticated mining tasks that can improve the productivity of researchers and engineers.
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OpenDMAP (Open Source Direct Memory Access Parser) is a natural language processing (text mining) application: a semantic parser for information extraction.
