Discretization algorithms serve as a critical pre-processing step within data mining and machine learning, transforming continuous attributes into discrete categories to enhance the interpretability ...

Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding redundant ...

The digital revolution is accelerating, and data form the backbone of innovation and industrial development. As a result, governments and businesses are developing machine-learning algorithms and ...

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...

Amazon is set to open up the machine-learning algorithms that power its recommendations and forecasts to Amazon Web Services customers in a bid to make it easier to adopt the new technology. The AWS ...