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Fernando Vegas Fernandez
Extracting knowledge from big document databases has long been a challenge.Most researchers do a literature review and manage their document databases with tools thatjust provide a bibliography and when retrieving information (a list of concepts and idea...
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Rafael T. Anchiêta, Rogério F. de Sousa and Thiago A. S. Pardo
Paraphrase detection is a Natural-Language Processing (NLP) task that aims at automatically identifying whether two sentences convey the same meaning (even with different words). For the Portuguese language, most of the works model this task as a machine...
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Andrei Brazhuk
Pág. 38 - 41
This paper discusses the problem of extracting and using knowledge of public directories of software attacks and vulnerabilities to build semantic threat models. The possible purpose of such models is using as a core of a knowledge managem...
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Rania M. Ghoniem, Nawal Alhelwa and Khaled Shaalan
Ontologies are used to model knowledge in several domains of interest, such as the biomedical domain. Conceptualization is the basic task for ontology building. Concepts are identified, and then they are linked through their semantic relationships. Recen...
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Ren-Hung Hwang, Min-Chun Peng, Van-Linh Nguyen and Yu-Lun Chang
Recently, deep learning has been successfully applied to network security assessments and intrusion detection systems (IDSs) with various breakthroughs such as using Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) to classify malici...
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