Kernel methods are a powerful class of algorithms used in machine learning, particularly for tasks involving regression and classification. They leverage the concept of kernels, which are ...

Instance selection and classification algorithms are crucial components of machine learning, particularly in tasks involving large datasets. These algorithms help improve the efficiency and ...

As climate change leads to more frequent and intense extreme precipitation events, accurately predicting rainfall during the ...

BY OLUBUSAYO MORENIKEJI ADEWUMI Artificial Intelligence (AI) is no longer a futuristic concept confined to science fiction—it ...

The retail industry is witnessing a paradigm shift, thanks to the transformative power of machine learning. A recent article ...

In this modern era, healthcare organizations face escalating cybersecurity challenges as they transition to digital systems.

Connecting decision makers to a dynamic network of information, people and ideas, Bloomberg quickly and accurately delivers ...

Malicious URLs are among the most common vectors for cyberattacks, enabling phishing, malware distribution, and data theft.

This encompasses privacy-preserving machine learning, explainable AI, efficient learning algorithms, and techniques for uncertainty quantification. Our work ranges from fundamental algorithmic ...