Introduction: When Dimensionality Reduction Needs Structure, Not Just Compression
High-dimensional datasets are common in modern analytics. Customer profiles may include demographics, browsing behaviour, purchases, and...
Over the last decade, organisations have collected vast volumes of data from digital interactions, operations, and customers. However, having data alone does not guarantee...
Imagine standing in a crowded choir where multiple singers belt out the same note at slightly different pitches. Instead of harmony, you get noise—overlapping...
