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Listar Científica por autor "GARCIA HERNANDEZ, RENE ARNULFO"

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  • Calculating the Upper Bounds for Multi-Document Summarization using Genetic Algorithms 
    ROJAS SIMON, JONATHAN; LEDENEVA, YULIA NIKOLAEVNA; GARCIA HERNANDEZ, RENE ARNULFO (Computación y Sistemas, 2018-01-10)
    Over the last years, several Multi-Document Summarization (MDS) methods have been presented in Document Understanding Conference (DUC), workshops. Since DUC01, several methods have been presented in approximately 268 ...
  • Calculating the Upper Bounds for Portuguese Automatic Text Summarization Using Genetic Algorithm 
    LEDENEVA, YULIA NIKOLAEVNA; GARCIA HERNANDEZ, RENE ARNULFO; ROJAS SIMON, JONATHAN (Springer, 2018-11-01)
    Over the last years, Automatic Text Summarization (ATS) has been considered as one of the main tasks in Natural Language Processing (NLP) that generates summaries in several languages (e.g., English, Portuguese, Spanish, ...
  • Evolutionary Automatic Text Summarization using Cluster Validation Indexes 
    HERNANDEZ CASTAÑEDA, NESTOR; GARCIA HERNANDEZ, RENE ARNULFO; HERNANDEZ CASTAÑEDA, ANGEL; Ledeneva, Yulia (Computación y Sistemas, 2020-10-12)
    The main problem for generating an extractive automatic text summary (EATS) is to detect the key themes of a text. For this task, unsupervised approaches cluster the sentences of the original text to find the key sentences ...
  • Extracción de frases clave utilizando patrones léxicos a partir de resúmenes de artículos científicos 
    GALLEGOS CAMACHO, ESTHER MARITZA; LEDENEVA, YULIA NIKOLAEVNA; GARCIA HERNANDEZ, RENE ARNULFO; TAPIA FABELA, JOSE LUIS (Journal CIM, 2017-10-01)
    El artículo presenta un método propuesto para la extracción automática de frases clave a partir de resúmenes de artículos científicos. Se implementa un método no supervisado que consiste en la identificación de los patrones ...
  • Extractive Automatic Text Summarization Based on Lexical-Semantic Keywords 
    HERNANDEZ CASTAÑEDA, ANGEL; GARCIA HERNANDEZ, RENE ARNULFO; Ledeneva, Yulia; MILLAN HERNANDEZ, CHRISTIAN EDUARDO (IEEE Access, 2020-03-11)
    The automatic text summarization (ATS) task consists in automatically synthesizing a document to provide a condensed version of it. Creating a summary requires not only selecting the main topics of the sentences but also ...
  • Ground Truth Spanish Automatic Extractive Text Summarization Bounds 
    Matias Mendoza, Griselda Areli; GARCIA HERNANDEZ, RENE ARNULFO; Ledeneva, Yulia; HERNANDEZ CASTAÑEDA, ANGEL; Mihail, Aleksandrov (Computación y Sistemas, 2020-10-12)
    The textual information has accelerated growth in the most spoken languages by native Internet users, such as Chinese, Spanish, English, Arabic, Hindi, Portuguese, Bengali, Russian, among others. It is necessary to innovate ...
  • The Impact of Key Ideas on Automatic Deception Detection in Text 
    HERNANDEZ CASTAÑEDA, ANGEL; Ledeneva, Yulia; GARCIA HERNANDEZ, RENE ARNULFO; MILLAN HERNANDEZ, CHRISTIAN EDUARDO (Computación y Sistemas, 2020-10-12)
    In recent years, with the rise of the Internet, the automatic deception detection in text is an important task to recognize those of documents that try to make people believe in something false. Current studies in this ...

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