[PDF][PDF] Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.
The research area of Internet of Things (IoT) is gaining more relevance for several domains
and application areas, including Case-Based Reasoning (CBR). However, IoT data is …
and application areas, including Case-Based Reasoning (CBR). However, IoT data is …
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing
Smart Manufacturing integrates methods of Artificial Intelligence and the Internet of Things
into processes to enhance efficiency and flexibility. However, analysis of time series sensor …
into processes to enhance efficiency and flexibility. However, analysis of time series sensor …
Recent Advances in Data-Driven Business Process Management
The rapid development of cutting-edge technologies, the increasing volume of data and also
the availability and processability of new types of data sources has led to a paradigm shift in …
the availability and processability of new types of data sources has led to a paradigm shift in …
NICE: the Native IoT-centric event log model for process mining
More and more so-called IoT-enhanced business processes (BPs) are supported by IoT
devices, which collect large amounts of data about the execution of such processes. While …
devices, which collect large amounts of data about the execution of such processes. While …
[HTML][HTML] Reading between the Lines: Process Mining on OPC UA Network Data
The introduction of the Industrial Internet of Things (IIoT) has led to major changes in the
industry. Thanks to machine data, business process management methods and techniques …
industry. Thanks to machine data, business process management methods and techniques …
From process-agnostic to process-aware automation, mining, and prediction
The entire research area of (business) process management has experienced a tremendous
push with the advent of process mining, robotic process automation, and predictive process …
push with the advent of process mining, robotic process automation, and predictive process …
[PDF][PDF] ProAmbitIon: Online Process Conformance Checking with Ambiguities Driven by the Internet of Things.
The ongoing digitization of processes in everyday life shows great potential for process
automation, analysis, and optimization. However, digital traces of processes in the physical …
automation, analysis, and optimization. However, digital traces of processes in the physical …
IoT-enriched event log generation and quality analytics: a case study
Modern technologies such as the Internet of Things (IoT) are becoming increasingly
important in various fields, including business process management (BPM) research. An …
important in various fields, including business process management (BPM) research. An …
Leveraging digital trace data to investigate and support human-centered work processes
The ongoing digitization of processes in all domains of everyday life driven by IT systems
shows great potential for process automation, analysis, and optimization. In the last decade …
shows great potential for process automation, analysis, and optimization. In the last decade …
Maximizing reuse and interoperability in industry 4.0 with a minimal data exchange format for machine data
TGU Leah, K István, MP Wil - Modellierung 2024, 2024 - dl.gi.de
Data interoperability in Industry 4.0 is a continuous challenge for industry and research.
Many organizations face the challenge of managing data lakes that, without proper …
Many organizations face the challenge of managing data lakes that, without proper …