AMGWO, a new feature selection method inspired by grey wolves, uses adaptive strategies to enhance machine learning models.

Learn More The first job for many artificial intelligence (AI) algorithms is to examine the data and find the best classification. An autonomous car, for example, may take an image of a street ...

Evaluate data modeling techniques ... including the Apriori algorithm and FP-growth algorithm for frequent itemset mining, as well as association rules and correlation analysis. This module introduces ...

Intelligent intrusion detection systems ... KDD’99 data set. In this paper, the NSL-KDD data set is analyzed and used to study the effectiveness of the various classification algorithms in ...

Other researchers have shown how ordinary deep-learning algorithms, such as those used to classify images, can be manipulated by attacks on the training data. Li says he was curious if the more ...

A guide to what data mining is ... Machine learning algorithms can detect all of the different subgroups within a dataset that differ significantly from each other. Classification: If an existing ...

Using self-learning algorithms that use data mining, pattern recognition and natural ... to programmable systems (1950s), and now to cognitive systems. The doctor is then able to look at evidence ...