In the last two decades, mass digitization has dramatically changed the landscape of scholarly research. The ability to ...

Discover the ultimate roadmap to mastering machine learning skills in 2025. Learn Python, deep learning, and more to boost ...

Machine learning is an integral part of high-stakes decision-making in a broad swath of human-computer interactions. You ...

Imbalanced datasets pose a significant challenge in machine learning, where some classes are heavily underrepresented, affecting model performance and robustness. This paper offers a comprehensive ...

Systematic Review on Machine-Learning Algorithms Used in Wearable-Based eHealth Data Analysis Abstract: In this digitized world, data has become an integral part in any domain, including healthcare.

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 ...