Search Results for "summarization" - Page 6
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Showing 165 open source projects for "summarization"
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...If meaningful groups are the goal, then the clusters should capture the natural structure of the data. In some cases, however, cluster analysis is only a useful starting point for other purposes, such as data summarization. Whether for understanding or utility, cluster analysis has long played an important role in a wide variety of fields: psychology and other social sciences, biology, statistics, pattern recognition, information retrieval, machine learning and data mining.
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Ansj Chinese word segmentation
Ansj word segmentation
...The word segmentation speed reaches about 2 million words per second (tested under mac air), and the accuracy rate can reach more than 96%. At present, it has realized the functions of Chinese word segmentation, Chinese name recognition, user-defined dictionary, keyword extraction, automatic summarization, and keyword tagging. It can be applied to natural language processing and other aspects, and is suitable for various projects that require high word segmentation effects. -
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TkTimer is a Tcl/Tk program for recording elapsed time (especially worktime) for several tasks (userdefined). Reports show you a summarization of your tasks.
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Our mission is to develop open source solutions and provides professional support helps small and medium size companies meet the challenges of developing professional Arabic websites in the PHP/MySQL environment based on our experience in Arabic language processing, the library that we develop helps companies save time and increase productivity.
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MetTailor
MetTailor: Dynamic Block Summary and Data Normalization for Robust Ana
...MetTailor is a software package that performs post-extraction processing steps such as cross-sample realignment and data normalization that are specifically designed to account for the experimental factors from chromatographic separation and MS analysis. The two major components are: (1) A dynamic block summarization method for peak intensity data to correct mis-aligned peak features across the samples, significantly alleviating the missing data problem. (2) A novel data normalization procedure that adaptively adjusts the normalizing factor for the temporal variation in the chromatography based on the data from local retention time regions. -
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The JINSECT toolkit is a Java-based toolkit and library that supports and demonstrates the use of n-gram graphs within Natural Language Processing applications, ranging from summarization and summary evaluation to text classification and indexing.
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TAC Summarization shared task
Data and code for the TAC summarization shared tasks
This project is a repository for data, code, and documentation for the TAC summarization shared task. -
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MSPrep
MS Prep R Package
R package for post processing of metabolomic data. Performs summarization of replicates, filtering, imputation, normalization, generates diagnostic plots and outputs final analytic datasets for downstream analysis -
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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. -
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ANU Project - Summarization Evaluation
This is all my work from my Summer Research Project At ANU
This is all my work from my Summer Research Project At ANU. My project is Verbose Patent Classification. I worked with Dr Gabriella Ferraro. -
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Movie Summarizer
A personalized summarization system for movies
Movie Summarizer is a tool for personalized summarization of the audio-visual semantics of a movie. It helps users to effectively summarize a movie's characters, events, semantic concepts and spoken content. -
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Multi-Pipeline Gene Expression Analysis
Helps users to determine the optimal gene expression analysis pipeline
...The tool utilizes about 300 gene expression analysis pipelines with combinations of methods for: 1. Background Correction (none, mas5, rma, DFCM, RMA-mean, RMA-75) 2. Normalization (none, constant, contrasts, quantiles, invariant set, loess) 3. Summarization (mas5, rma, farms, DFW) 4. Gene Selection (SAM, ANOVA) Then executes K-means clustering on the significant genes, and evaluates the pipelines using the cumulative distribution funciton of the GO term co-clustering p-values. From this, the optimal microarray data workflow is chosen. Input files are CEL files along with a CLM file, which is a tab delimited text file containing one scan, sample and class per line. -
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Auto Summarization tool using java
Auto summarization provides a concise summary for a document.
Auto summarization provides a concise summary for a document. In this I present a Statistical approach to addressing the text generation problem in domain-independent, single-document summarization. My thesis Includes salton’s vector space model which divides the sentences into categories which can also be used for summarizing the contents in WebPages. -
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Object Maps
Java application for content-based video summarization
This software implements a customized content-based video summarization system using 32bits Java Runtime Environment. The customization can be performed including different object classifiers suchs as Haar cascades, Deformable part-based models and training images using SURF. -
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KALIMAT Multipurpose Arabic Corpus
A corpus that could be of help for researchers working on Arabic NLP
KALIMAT a Multipurpose Arabic Corpus We are pleased to announce the immediate availability of KALIMAT 1.0, KALIMAT is an Arabic natural language resource that consists of: 1) 20,291 Arabic articles collected from the Omani newspaper Alwatan by (Abbas et al. 2011). 2) 20,291 Extractive Single-document system summaries. 3) 2,057 Extractive Multi-document system summaries. 4) 20,291 Named Entity Recognised articles. 5) 20,291 Part of Speech Tagged articles. 6) 20,291... -
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NetCalcTools
The network calculator with many tools for IPv4,IPv6
...ADDRESS CONVERTER - Input IP'll be converted to bin,hex,oct. MULTICAST ETHERNET - Calculation Multicast MAC addresses from Multicast IP addresses ... SUMMARIZATION - Summarization of IP addresses , You'll fill up IP list and program will summarize it. NETWORK DESIGNER - Calculation of subnets for whole network from 1 or multiple input IP addresses. Other tools: MAC INFORMATION - Will show information about MAC such as if it's global/local individual/group IPv6 tools: SUBNET CALC - Basic calc for IPv6 , Subnet,Host range,Max hosts ... ... -
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most-exploratory-search
Exploratory search with entailment and summarization
The BGU NLP project: http://www.cs.bgu.ac.il/~nlpproj/ -
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Graph-based Extraction and Summarization - a generic graph-based summarization framework. Basic functionality is provided - third-party modules can be plugged in.
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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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SIDoBI is an automatic summarization system for documents in Indonesian language. It is an acronym for Sistem Ikhtisar Dokumen untuk Bahasa Indonesia. SIDoBI is built based on MEAD, a public domain portable multi-document summarization system.
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Document summarization system. By adding document content to system, user queries will generate a summary document containing the available information to the system.
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GoldenOrb is a java library under the Apache License V2.0 for correlation, summarization and clustering of text information.
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Performs summarization, categorization, key phrase generation,full text indexing and search,part of speech tagging,identification of place and human names in various document format. Latest code is available at http://www.twit88.com/
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WebCQ is a continual query system for large-scale Web information monitoring. It tracks various changes to static and dynamic web pages, delivers personalized notifications and summarization with prioritization, and analyzes page structures.
