TSGVi: a graph-based summarization system for Vietnamese documents
This paper proposes an automatic method to generate an extractive summary of multiple
Vietnamese documents which are related to a common topic by modeling text documents as …
Vietnamese documents which are related to a common topic by modeling text documents as …
Vietnamese text summarization based on neural network models
Text summarization produces a shortened or condensed version of input text highlighting its
central ideas. Generating text summarization manually takes time and effort. This paper …
central ideas. Generating text summarization manually takes time and effort. This paper …
Combination of features for vietnamese news multi-document summarization
The aim of multi-document summarization is to produce an abridged version which contains
important information from a set of documents on the same topic. This paper describes an …
important information from a set of documents on the same topic. This paper describes an …
Discovering communities of users on social networks based on topic model combined with Kohonen network
Interaction among users on social networks through messages and interested topics forms
online communities. The question is how to discover what communities users belong to or …
online communities. The question is how to discover what communities users belong to or …
Comparação do processo de categorização de documentos utilizando palavras-chave e citações em um domínio de conhecimento restrito
O processo de categorização requer a extração de elementos representativos de um
documento de modo que sua essência possa ser utilizada na identificação de similaridades …
documento de modo que sua essência possa ser utilizada na identificação de similaridades …
Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM)
Recent advancements in computing technology allowed both scientific and business
applications to produce large datasets with increasing complexity and dimensionality …
applications to produce large datasets with increasing complexity and dimensionality …
Sistemas de detección de intrusos con mapas autoorganizativos probabilísticos y optimización multiobjetivo
E Hoz Franco - 2016 - digibug.ugr.es
Disponer de procedimientos eficientes de clasificación de patrones es esencial en muchas
aplicaciones de gran interés socio-económico. Una de ellas es el diseño de Sistemas de …
aplicaciones de gran interés socio-económico. Una de ellas es el diseño de Sistemas de …
Finding the cluster of actors in social network based on the topic of messages
H Tran Quang, H Vo Ho Tien, H Nguyen Le… - … and Database Systems …, 2014 - Springer
Social Network, the most popular Internet service, has a miracle rapid increment of number
of users in recent years. In this paper, we present how to use SOM network to cluster the …
of users in recent years. In this paper, we present how to use SOM network to cluster the …
Categorização de documentos a partir de suas citações: um método baseado em redes neurais artificiais
MRG Meireles - 2012 - repositorio.ufmg.br
RESUMO A organização automática de grandes coleções torna-se atividade mais relevante
à medida que aumenta o número de publicações disponíveis em meio digital. Esse trabalho …
à medida que aumenta o número de publicações disponíveis em meio digital. Esse trabalho …
Visualization of the similar protein structures using SOM neural network and graph spectra
D Phuc, NTK Phung - … : Second International Conference, ACIIDS, Hue City …, 2010 - Springer
In this paper, we would like to present our research result to build a graph clustering system
using the SOM neural network and graph spectra. We use this system to support the …
using the SOM neural network and graph spectra. We use this system to support the …