[HTML][HTML] Quantifying and relating the completeness and diversity of process representations using species estimation
The analysis of process representations, such as event logs or process models, has become
a staple in the context of business process management. Insights gained from such an …
a staple in the context of business process management. Insights gained from such an …
Integrated declarative process and decision discovery of the emergency care process
S Mertens, S Mertens - Enabling Process Management for Loosely Framed …, 2020 - Springer
This chapter is the result of EC3. It describes the development of a method for creating a
process and decision knowledge base for loosely framed KiPs. The ADR-cycle combines …
process and decision knowledge base for loosely framed KiPs. The ADR-cycle combines …
[PDF][PDF] On process discovery experimentation
Process mining is a family of techniques that aims to extract knowledge on business
processes from event logs, which contain records of executions of process instances [72] …
processes from event logs, which contain records of executions of process instances [72] …
On process discovery experimentation: addressing the need for research methodology in process discovery
Process mining aims to derive insights into business processes from event logs recorded
from information systems. Process discovery algorithms construct process models that …
from information systems. Process discovery algorithms construct process models that …
Adversarial system variant approximation to quantify process model generalization
In process mining, process models are extracted from event logs using process discovery
algorithms and are commonly assessed using multiple quality metrics. While the metrics that …
algorithms and are commonly assessed using multiple quality metrics. While the metrics that …
Supporting Physicians Through Prescriptive Process Monitoring
Physicians face increasing pressure to provide effective medical treatment. The complexity
of the healthcare system, which is dynamic, multi-disciplinary, flexible, human-centered, and …
of the healthcare system, which is dynamic, multi-disciplinary, flexible, human-centered, and …
Process mining crimes–a threat to the validity of process discovery evaluations
Given the multitude of new approaches and techniques for process mining, a thorough
evaluation of new contributions has become an indispensable part of every publication. In …
evaluation of new contributions has become an indispensable part of every publication. In …
On the Performance Analysis of the Adversarial System Variant Approximation Method to Quantify Process Model Generalization
Process mining algorithms discover a process model from an event log. The resulting
process model is supposed to describe all possible event sequences of the underlying …
process model is supposed to describe all possible event sequences of the underlying …
[КНИГА][B] Enabling process management for loosely framed knowledge-intensive processes
S Mertens - 2020 - Springer
Enabling Process Management for Loosely Framed Knowledge-intensive Processes Page 1
123 LNBIP 409 Enabling Process Management for Loosely Framed Knowledgeintensive …
123 LNBIP 409 Enabling Process Management for Loosely Framed Knowledgeintensive …
Predicting System Behavior through Deep Learning of Process Mining Models and Generalization Metric
J Theis - 2021 - search.proquest.com
With the ongoing digitization of industries and the rising number of interconnected devices,
an increasing amount of system recordings are created. Process mining describes a set of …
an increasing amount of system recordings are created. Process mining describes a set of …