Abstract: Class imbalance is a critical concern in the machine learning domain which relies on data heavily. The model may work poorly if the underlying data are not well-formed and balanced. Several ...

Deep learning methods have revolutionised the automatic categorisation of music into genres by replacing handcrafted features with data-driven representations. Central to this progress are ...

Print Join the Discussion View in the ACM Digital Library Advances in sensor quality coupled with the widespread adoption of ...

The internet is full of answers, but it also houses plenty of mysteries. Unfortunately, we can’t solve every crime or explain ...

A long-hidden hydrophone report may offer new clues about MH370’s final moments and challenge the search along the seventh ...

An Apache 2.0 designation makes Inkling a true open-source foundation. This gives developers the legal freedom to download, ...

A major US lab has just released a general-purpose open-source model. Former OpenAI CTO Mira Murati’s Thinking Machines Lab has put out ...