Machine Learning

Ongoing umbrella project focused on applying artificial intelligence, machine learning, natural language processing, and data analysis to digital transformation initiatives.

Conference by FREITAS, S. A. A., CANEDO, E. D., FRINHANI, C. L., FERNANDES, M. V., SILVA, M. C. (2017).

Conference by FRINHANI, CRISTOVAO LIMA, FREITAS, S. A. A., FERNANDES, MAURICIO VIDOTTI, DIAS CANEDO, EDNA (2016).

In the context of distance education (DE), which has been experiencing global expansion, one of the most significant challenges is the scalability of evaluating essay questions. …

With the ongoing expansion of electronic textual content, there's a need to organize all this information in a manageable way. Hence, the process of text categorization was …

This dissertation presents a novel digital text search methodology grounded in the Nominal Structure of Discourse, expanding on anaphora resolution techniques proposed by Freitas …