Nature

Graph-Based Pattern Mining Techniques

Graph-based pattern mining encompasses a suite of computational methods designed to discover recurring substructures within graph-structured data. These techniques involve systematically enumerating ...
TechRepublic

Efficient Mining of Frequent Patterns From Uncertain Databases Using Hierarchical Agglomerative Clustering

In many real time applications such as sensors monitoring systems, location based systems etc. data uncertainty is inherent. The uncertainty may occur as a result of evaluation errors. This ...
Nature

Data Mining Techniques for Pattern Discovery

Data mining for pattern discovery encompasses a suite of computational methods designed to extract meaningful regularities from large and complex datasets. Core approaches include frequent itemset ...