This chapter introduces a small code example to give the reader a feel for the Java Data Mining (JDM) application programming interface (API) in the context of a specific business problem before ...

Data analysis is the core of data mining, where you apply various techniques and algorithms to discover patterns, trends, and insights from data. Java offers a rich set of libraries and tools for ...

Review your data mining algorithms for inefficient code patterns and redundant processes. For instance, loops that could be vectorized for performance gains or unnecessary data type conversions ...

Code for the paper "SPEck: Mining Statistically-significant Sequential Patterns Efficiently with Exact Sampling", by Steedman Jenkins, Stefan Walzer-Goldfeld, and Matteo Riondato, appearing in the ...

The Java Data Mining Package (JDMP) is an open source Java library for data analysis and machine learning. It facilitates the access to data sources and machine learning algorithms (e.g. clustering, ...