World steel trade becomes more competitive every day and new high international quality standards and productivity levels can only be achieved by applying the latest computational...
In many data mining tools that support regression tasks, training data are stored in a single table containing both the target field (dependent variable) and the attributes (indepe...
—Association rules are useful for determining correlations between attributes of a relation and have applications in the marketing, financial, and retail sectors. Furthermore, op...
Data warehouses provide a great deal of opportunities for performing data mining tasks such as classification and clustering. Typically, updates are collected and applied to the d...
—Software reliability is defined as the probability of failure-free operation for a period of time, under certain conditions. To determine whether the reliability of an applicat...
Zhen Ming Jiang, Alberto Avritzer, Emad Shihab, Ah...