Nature

Biosynthetic Gene Cluster Mining for Natural Product Discovery

Biosynthetic gene cluster mining has emerged as a cornerstone of modern natural product discovery, harnessing advances in genome sequencing, bioinformatics and machine learning to reveal the vast ...
Nature

Enhancing education quality with hybrid clustering and evolutionary neural networks in a multi phase framework

Effective student performance evaluation is essential for improving education, especially in higher and technical schools. Data mining helps solve educational and administrative problems. School ...
Mining Weekly

Cluster mining model promising steady-state advantage for Copper 360

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Visual Studio Magazine

Clustering Non-Numeric Data Using C#

Clustering non-numeric -- or categorial -- data is surprisingly difficult, but it's explained here by resident data scientist Dr. James McCaffrey of Microsoft Research, who provides all the code you ...
Visual Studio Magazine

Data Clustering Using a Self-Organizing Map (SOM) with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data. A self-organizing map (SOM) is a data structure that can be used ...