110 Result(s)
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Article
Open AccessEASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing
According to the guiding principles of Industry 4.0, edge computing enables the data-sovereign and near-real-time processing of data directly at the point of origin. Using these edge devices in manufacturing o...
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Chapter and Conference Paper
Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care
The paper focuses on enhancing the understanding of treatment processes, particularly in healthcare, through process visualization. Healthcare processes are complex and data-rich due to Electronic Health Recor...
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Chapter and Conference Paper
ArgServices: A Microservice-Based Architecture for Argumentation Machines
Argumentation is ubiquitous, and the development of argumentation machines could greatly assist humans in managing and navigating argumentation. However, the development of such systems is hindered by the lack...
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Chapter and Conference Paper
PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations
The increasing usage of social networks has led to a growing number of discussions on the Internet that are a valuable source of argumentation that occurs in real time. Such conversations are often made up of ...
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Chapter and Conference Paper
Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning
This paper presents an approach for autocompletion of architectural building designs in the form of graph-based floor plans during the early design phase. We utilize established case-based reasoning methods, s...
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Chapter and Conference Paper
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python
Developing Case-Based Reasoning (CBR) applications is a complex and demanding task that requires a lot of experience and a deep understanding of users. Additionally, current CBR frameworks are not as usable as...
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Chapter and Conference Paper
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 data, crucial for proc...
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Chapter and Conference Paper
Towards a Case-Based Support for Responding Emergency Calls
In emergency situations, the quick and precise initiation of rescue measures is crucial. Dispatchers are responsible for answering emergency calls and deciding about measures and resources. However, currently ...
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Chapter and Conference Paper
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation
Adaptation is a complex and error-prone task in Case-Based Reasoning (CBR), including the adaptation knowledge acquisition and modeling efforts required for performing adaptations. This is also evident for the...
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Article
Open AccessApplying MAPE-K control loops for adaptive workflow management in smart factories
Monitoring the state of currently running processes and reacting to ad-hoc situations during runtime is a key challenge in Business Process Management (BPM). This is especially the case in cyber-physical environm...
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Chapter and Conference Paper
An Overview and Comparison of Case-Based Reasoning Frameworks
Case-Based Reasoning (CBR) is a methodology with many applications in industrial and scientific domains. Over the past decades, various frameworks have been developed to facilitate the development of CBR applicat...
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Chapter and Conference Paper
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study
Conformance checking is a process mining technique that allows verifying the conformance of process instances to a given model. Thus, this technique is predestined to be used in the medical context for the com...
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Chapter and Conference Paper
Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning
Supervised learning is typically challenging with insufficient amounts of labeled training data and high costs for label acquisition, creating a demand for unsupervised learning methods. In the research area of P...
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Chapter and Conference Paper
Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models
Finding information online is hard, even more so once you get into the domain of argumentation. There have been developments around the specialized argumentation machines that incorporate structural features o...
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Chapter and Conference Paper
A Case-Based Approach for Workflow Flexibility by Deviation
This paper presents a case-based approach for workflow flexibility by deviation. In previous work, a constraint-based workflow model and engine have been developed that allow for flexible deviations from prede...
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Chapter and Conference Paper
SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation
Data and process mining techniques can be applied in many areas to gain valuable insights. For many reasons, accessibility to real-world business and medical data is severely limited. However, research, but es...
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Chapter and Conference Paper
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning
Today, it is difficult for companies to react to unforeseen events, e. g., global crises. Highly standardized manufacturing processes are particularly limited in their ability to react flexibly, creating a dem...
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Chapter and Conference Paper
Weighted Violations in Alignment-Based Conformance Checking
Conformance checking is a process mining technique that allows verifying the conformance of process instances to a given model. Many conformance checking algorithms provide quantitative information about the c...
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Chapter and Conference Paper
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization
Modeling similarity measures in Case-Based Reasoning is a knowledge-intensive, demanding, and error-prone task even for domain experts. Visualizations offer support for users, but are currently only available ...
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Chapter and Conference Paper
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study
Clinical guidelines support physicians in the evidence-based treatment of patients. The technical verification of guideline compliance is not trivial, since guideline knowledge is usually represented textually...