A Real-Time Naive Bayes Classifier Accelerator on FPGA

Bayes and Naive Bayes Classifier

Bayes and Naive-Bayes Classifier

Pairwise Naive Bayes Classifier

The Indifferent Naive Bayes Classifier

The Naive Bayes classifier is a simple and accurate classifier. This paper shows that assuming the Naive Bayes classifier model and applying Bayesian model averaging and the principle of indifference, an equally simple, more accurate and theoretically well founded classifier can be obtained. Introduction In this paper we use Bayesian model averaging and the principle of indifference to derive a...

A Naive Bayes Style Possibilistic Classifier

Naive Bayes classifiers can be seen as special probabilistic networks with a star-like structure. They can easily be induced from a dataset of sample cases. However, as most probabilistic approaches, they run into problems, if imprecise (i.e, set-valued) information in the data to learn from has to be taken into account. An approach to handle uncertain as well imprecise information, which recen...

Extracting adverse drug events from Twitter messages in real time using Naive Bayes classifier

Opioid Crisis The Opioid Crisis Special Session will be moderated by Joanne Kenen Executive Editor, Health at POLITICO. It will focus on engaging different perspectives surrounding the opioid crisis and address questions such as: What are the issues surrounding medical access and opioid abuse? What is the role of technology and design in addressing these questions? What are the opportunities an...