Process mining techniques and applications–A systematic map** study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

[HTML][HTML] Mining local process models

N Tax, N Sidorova, R Haakma… - Journal of Innovation in …, 2016 - Elsevier
In this paper we describe a method to discover frequent behavioral patterns in event logs.
We express these patterns as local process models. Local process model mining can be …

Building instance graphs for highly variable processes

C Diamantini, L Genga, D Potena… - Expert Systems with …, 2016 - Elsevier
Organizations increasingly rely on business process analysis to improve operations
performance. Process Mining can be exploited to distill models from real process executions …

Interest-driven discovery of local process models

N Tax, B Dalmas, N Sidorova, WMP van Der Aalst… - Information Systems, 2018 - Elsevier
Abstract Local Process Models (LPM) describe structured fragments of process behavior
occurring in the context of less structured business processes. Traditional LPM discovery …

Students' careers analysis: a process mining approach

M Cameranesi, C Diamantini, L Genga… - Proceedings of the 7th …, 2017 - dl.acm.org
University degrees are typically organized in courses with prerequisites among them. If
prerequisite are not mandatory, students are left free to attend courses and take exams in …

Mining local process models with constraints efficiently: applications to the analysis of smart home data

N Tax, N Sidorova, R Haakma… - 2018 14th …, 2018 - ieeexplore.ieee.org
Sequential pattern mining and temporal association rule mining techniques are established
techniques to mine insights into the data collected by smart home environments and …

Discovering mobility patterns of instagram users through process mining techniques

C Diamantini, L Genga, F Marozzo… - … on information reuse …, 2017 - ieeexplore.ieee.org
Every day a huge amount of data is generated by users of social media platforms, like
Facebook, Twitter and so on. Analyzing data posted by people interested in a given topic or …

Discovering process models of activities of daily living from sensors

M Cameranesi, C Diamantini, D Potena - … 10-11, 2017, Revised Papers 15, 2018 - Springer
In recent years, more and more effort was put in the design and development of smart
environments, which are aimed at improving the life quality of people, providing users with …

Discovering behavioural patterns in knowledge-intensive collaborative processes

C Diamantini, L Genga, D Potena, E Storti - New Frontiers in Mining …, 2015 - Springer
Abstract Domains like emergency management, health care, or research and innovation
development, are characterized by the execution of so-called knowledge-intensive …

[PDF][PDF] Esub: Exploration of subgraphs

C Diamantini, L Genga, D Potena - Proceedings of the BPM demo …, 2015 - ceur-ws.org
In this demo we introduce ESub, a tool aimed at visualizing the outcome provided by a
frequent subgraph mining algorithm, ie SUBDUE. Such a tool has been developed as a …