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Articles by Sandoval Orozco
Exploration of Metrics and Datasets to Assess the Fidelity of Images Generated by Generative Adversarial Networks
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Learning Strategies for Sensitive Content Detection
1. Introduction In recent years, the growth of multimedia devices (in particular mobile devices and tablets) and the sharing of multimedia content on social networks has led to an increase in illegal content on the Internet. In this context, the proliferation of sensitive Internet content is growing by the day, which means that large amounts of illegal and pornographic material are accessible to all users.
Analysis of Machine Learning Techniques for Information Classification in Mobile Applications
1. Introduction Smartphones have become an essential part of our daily lives and are considered personal devices for individuals. Initially, smartphones were primarily intended for business [1]; however, in a few years, they have replaced computers as the most important device connected to the Internet [2], leading to a high demand for smarter applications or functionalities to meet consumer needs.
Analysis of Digital Information in Storage Devices Using Supervised and Unsupervised Natural Language Processing Techniques
1. Introduction Due to the rise of technology, we live in an increasingly connected world. It is now common to have more than one device connected to the internet, constantly sharing information. Because of this, cybercriminals are looking for ways to commit illegal actions, protected by the privacy of the internet. For this reason, law enforcement agencies need to pay more attention to this type of problem, in order to prevent crimes that could harm people from being committed.
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