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Dept. of Computer Science and Electrical Engineering, Florida Atlantic University, Boca Raton, FL, USA. Natural language processing (NLP) applications are ubiquitous now, perhaps the most prolific of ...

In the past, we mostly encode text data using, for example, one-hot, term frequency, or TF-IDF (normalized term frequency). There are many challenges to these techniques. In recent years, the latest ...

Despite the increasing number of pharmaceutical companies, university laboratories and funding, less than one percent of initially researched drugs enter the commercial market. In this context, ...

Naive Bayes classifiers (NBC) have dominated the field of taxonomic classification of amplicon sequences for over a decade. Apart from having runtime requirements that allow them to be trained and ...

This project leverages advanced machine learning algorithms to detect and classify malicious emails, focusing on spam and phishing threats. As email threats grow more sophisticated, accurate detection ...