An online machine learning framework for early detection of product failures in an Industry 4.0 context

JA Carvajal Soto, F Tavakolizadeh… - International Journal of …, 2019 - Taylor & Francis
Current paradigms such as the Internet of Things (IoT) and cyber-physical systems are
transforming production environments, where related processes are not only faster and with …

Predictive task monitoring for business processes

C Cabanillas, C Di Ciccio, J Mendling… - … Conference on Business …, 2014 - Springer
Abstract Information sources providing real-time status of physical objects have drastically
increased in recent times. So far, research in business process monitoring has mainly …

A framework for integrating real-world events and business processes in an IoT environment

S Mandal, M Hewelt, M Weske - On the Move to Meaningful Internet …, 2017 - Springer
Business process management is essential for companies to document, execute, monitor,
and optimize their business processes. These processes are often influenced by external …

Data-driven generation of services for iot-based online activity detection

R Seiger, M Franceschetti, B Weber - International Conference on Service …, 2023 - Springer
Business process management (BPM) technologies are increasingly adopted in the Internet
of Things (IoT) to analyze processes executed in the physical world. Process mining is a …

BPMN extension for business process monitoring

A Baumgrass, N Herzberg, A Meyer, M Weske - Enterprise modelling and …, 2014 - dl.gi.de
The execution of business processes generates a lot of data representing happenings (also
called events) that may be utilized for process monitoring and analysis. This, however, is not …

Quality assessment of compression solutions for ICIP 2017 Grand Challenge on light field image coding

I Viola, T Ebrahimi - … on Multimedia & Expo Workshops (ICMEW …, 2018 - ieeexplore.ieee.org
In recent years, the research community has witnessed a growing interest in immersive
representations of the real world, such as light field. However, due to the increased volume …

Everything you always wanted to know about your process, but did not know how to ask

E González López de Murillas, HA Reijers… - … Workshops: BPM 2016 …, 2017 - Springer
The size of execution data available for process mining analysis grows several orders of
magnitude every couple of years. Extracting and selecting the relevant data to be analyzed …

Business process monitoring via decentralized complex event processing

MA Fardbastani, F Allahdadi… - Enterprise Information …, 2018 - Taylor & Francis
Complex event processing (CEP) techniques have been used for business process (BP)
monitoring of large organizations with high number of complex BPs and high rates of BP …

[KÖNYV][B] Artifact-Driven Business Process Monitoring: A Novel Approach to Transparently Monitor Business Processes, Supported by Methods, Tools, and Real …

G Meroni - 2019 - books.google.com
This book proposes a novel technique, named artifact-driven process monitoring, by which
multi-party processes, involving non-automated activities, can be continuously and …

[PDF][PDF] Process mining on databases: extracting event data from real-life data sources

EGL de Murillas - 2019 - research.tue.nl
Process mining as a discipline is gaining importance in recent years. Its focus is on the
analysis of business processes by means of process execution data. It is a common …