Similarity assessment and efficient retrieval of semantic workflows
In the recent years, the use of workflows has significantly expanded from its original domain
of business processes towards new areas. The increasing demand for individual and more …
of business processes towards new areas. The increasing demand for individual and more …
Case-based adaptation of workflows
This paper presents on a Case-based Reasoning approach for automated workflow
adaptation by reuse of experience. Agile workflow technology allows structural adaptations …
adaptation by reuse of experience. Agile workflow technology allows structural adaptations …
Monitoring elderly people at home with temporal case-based reasoning
This paper presents a study of why and how Case-Based Reasoning (CBR) can be used in
the long term to help elderly people living alone in a Smart Home. The work focuses on the …
the long term to help elderly people living alone in a Smart Home. The work focuses on the …
Advanced similarity measures using word embeddings and siamese networks in CBR
K Amin, G Lancaster, S Kapetanakis, KD Althoff… - Intelligent Systems and …, 2020 - Springer
Automatic fuzzy text processing, context extraction and disambiguation are three
challenging research areas with high relevance to complex business domains. Business …
challenging research areas with high relevance to complex business domains. Business …
Retrieval and clustering for supporting business process adjustment and analysis
In this paper, we describe a framework able to support run-time adjustment and a posteriori
analysis of business processes, which exploits the retrieval step of the Case-based …
analysis of business processes, which exploits the retrieval step of the Case-based …
[BOOK][B] Workflow Modeling Assistance by Case-based Reasoning
G Müller - 2018 - Springer
Nowadays, workflows are applied in an increasing number of application areas to represent
and (semi-) automatically execute various kinds of processes. The modeling of workflows …
and (semi-) automatically execute various kinds of processes. The modeling of workflows …
A knowledge-intensive approach to process similarity calculation
Process model comparison and similar processes retrieval are key issues to be addressed
in many real world situations, and particularly relevant ones in some applications (eg, in …
in many real world situations, and particularly relevant ones in some applications (eg, in …
[HTML][HTML] Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison
Many medical information systems record data about the executed process instances in the
form of an event log. In this paper, we present a framework, able to convert actions in the …
form of an event log. In this paper, we present a framework, able to convert actions in the …
Improving structural medical process comparison by exploiting domain knowledge and mined information
Objectives Process model comparison and similar process retrieval is a key issue to be
addressed in many real-world situations, and a particularly relevant one in medical …
addressed in many real-world situations, and a particularly relevant one in medical …
Similarity-based retrieval and automatic adaptation of semantic workflows
The increasing demand for individual and more flexible process models and workflows asks
for new intelligent process-oriented information systems. Such systems should, among other …
for new intelligent process-oriented information systems. Such systems should, among other …