MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: ...

In the real world, data distributions often exhibit multiple granularities. However, the majority of existing neighbor-based machine-learning methods rely on manually setting a single-granularity for ...

Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...

While deep learning algorithms belong to today's fashionable class of machine learning algorithms, there exists more out there. Clustering is one type of machine learning where you do not feed the ...