The artificial intelligence community has long struggled with a fundamental challenge of making AI systems transparent and ...

It is difficult to imagine the modern world without intelligent systems. One of the most important component in them is the task of pattern recognition. But if recently the emphasis was on static ...

GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.

Open set recognition (OSR) effectively enhances the reliability of pattern recognition systems by accurately identifying samples of unknown classes. However, the decision-making process in most ...

This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as ...