research
∙
09/02/2023
Large Process Models: Business Process Management in the Age of Generative AI
The continued success of Large Language Models (LLMs) and other generati...
share
research
∙
07/10/2023
Code Generation for Machine Learning using Model-Driven Engineering and SysML
Data-driven engineering refers to systematic data collection and process...
research
∙
07/10/2023
Model-Driven Engineering for Artificial Intelligence – A Systematic Literature Review
Objective: This study aims to investigate the existing body of knowledge...
research
∙
07/10/2023
Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML
Methods: This work introduces a method supporting the collaborative defi...
research
∙
04/19/2023
Conversational Process Modelling: State of the Art, Applications, and Implications in Practice
Chatbots such as ChatGPT have caused a tremendous hype lately. For BPM a...
research
∙
03/29/2023
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version
Object-centric process discovery (OCPD) constitutes a paradigm shift in ...
research
∙
03/07/2023
An End-to-End Approach for Online Decision Mining and Decision Drift Analysis in Process-Aware Information Systems: Extended Version
Decision mining enables the discovery of decision rules from event logs ...
research
∙
02/08/2023
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas
Event prediction is the ability of anticipating future events, i.e., fut...
research
∙
08/25/2022
Cloud Process Execution Engine: Architecture and Interfaces
Process Execution Engines are a vital part of Business Process Managemen...
research
∙
06/22/2022
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data
Process management and process orchestration/execution are currently hot...
research
∙
05/10/2022
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions
Business process compliance is a key area of business process management...
research
∙
10/14/2021
Verifying Compliance in Process Choreographies: Foundations, Algorithms, and Implementation
The current push towards interoperability drives companies to collaborat...
research
∙
10/13/2021
Sustainability Through Cognition Aware Safety Systems – Next Level Human-Machine-Interaction
Industrial Safety deals with the physical integrity of humans, machines ...
research
∙
09/15/2021
Comparing decision mining approaches with regard to the meaningfulness of their results
Decisions and the underlying rules are indispensable for driving process...
research
∙
05/04/2021
The Role of Time and Data: Online Conformance Checking in the Manufacturing Domain
Process mining has matured as analysis instrument for process-oriented d...
research
∙
03/09/2021
Generating Reliable Process Event Streams and Time Series Data based on Neural Networks
Domains such as manufacturing and medicine crave for continuous monitori...
research
∙
12/04/2020
Hiperfact: In-Memory High Performance Fact Processing – Rethinking the Rete Inference Algorithm
The Rete forward inference algorithm forms the basis for many rule engin...
research
∙
08/17/2020
Temporal Conformance Checking at Runtime based on Time-infused Process Models
Conformance checking quantifies the deviations between a set of traces i...
research
∙
04/11/2019
Combining Conformance Checking and Classification of XES Log Data for the Manufacturing Domain
Currently, data collection on the shop floor is based on individual reso...
research
∙
03/01/2019
Visualizing Multiple Process Attributes in one 3D Process Representation
Business process models are usually visualized using 2D representations....
research
∙
01/04/2019
Catalog of Optimization Strategies and Realizations for Composed Integration Patterns
The discipline of Enterprise Application Integration (EAI) is the centre...
research
∙
11/08/2018
Untangling the GDPR Using ConRelMiner
The General Data Protection Regulation (GDPR) poses enormous challenges ...
research
∙
07/06/2018
Catalog of Formalized Application Integration Patterns
Enterprise application integration (EAI) solutions are the centrepiece o...
research
∙
12/22/2017
Event-based Failure Prediction in Distributed Business Processes
Traditionally, research in Business Process Management has put a strong ...
research
∙
04/08/2014
