In recent years, uncertain data has become ubiquitous because of new technologies for collecting data which can only measure and collect the data in an imprecise way. Furthermore, many technologies such as privacy-preserving data mining create data which is inherently uncertain in nature. As a result there is a need for tools and techniques for mining and managing uncertain data. This chapter d...

Extensive work has been done in the area of visual data mining in the last few years. This includes the development of visual and non-visual mining methods for large, heterogeneous and uncertain data. An appropriate selection and parameterization of such mining techniques are sensitive processes, especially if we have to consider highly complex analysis environments. One of the most important f...

In recent years, uncertain data has become ubiquitous because of new technologies for collecting data which can only measure and collect the data in an imprecise way. Furthermore, many technologies such as privacy-preserving data mining create data which is inherently uncertain in nature. As a result there is a need for tools and techniques for mining and managing uncertain data. This chapter d...

The strong impulse to digitize processes and operations in companies enterprises have resulted the creation automatic recording of an increasingly large amount process data information systems. These are made available form event logs. Process mining techniques enable process-centric analysis data, including automatically discovering models checking if conform a given model. In this paper, we a...