A comparative survey of business process similarity measures
M Becker, R Laue - Computers in Industry, 2012 - Elsevier
Similarity measures for business process models have been suggested for different
purposes such as measuring compliance between reference and actual models, searching …
purposes such as measuring compliance between reference and actual models, searching …
[HTML][HTML] Machine learning in business process management: A systematic literature review
Abstract Machine learning (ML) provides algorithms to create computer programs based on
data without explicitly programming them. In business process management (BPM), ML …
data without explicitly programming them. In business process management (BPM), ML …
Supporting healthcare management decisions via robust clustering of event logs
Business processes constitute an essential asset of organizations while the related process
models help to better comprehend the process and therefore to enable effective process …
models help to better comprehend the process and therefore to enable effective process …
An intelligent cloud service composition optimization using spider monkey and multistage forward search algorithms
Web service composition allows developers to create and deploy applications that take
advantage of the capabilities of service-oriented computing. Such applications provide the …
advantage of the capabilities of service-oriented computing. Such applications provide the …
A data-driven process recommender framework
We present an approach for improving the performance of complex knowledge-based
processes by providing data-driven step-by-step recommendations. Our framework uses the …
processes by providing data-driven step-by-step recommendations. Our framework uses the …
Discovering business process similarities: An empirical study with SAP best practice business processes
R Akkiraju, A Ivan - … Computing: 8th International Conference, ICSOC 2010 …, 2010 - Springer
Large organizations tend to have hundreds of business processes. Discovering and
understanding the similarities among these business processes are useful to organizations …
understanding the similarities among these business processes are useful to organizations …
Towards efficient business process clustering and retrieval: combining language modeling and structure matching
M Qiao, R Akkiraju, AJ Rembert - International Conference on Business …, 2011 - Springer
Large organizations tend to have hundreds of business processes. Discovering and
understanding similarities among business processes can be useful to organizations for a …
understanding similarities among business processes can be useful to organizations for a …
A generic framework for attribute-driven hierarchical trace clustering
SJ van Zelst, Y Cao - … : BPM 2020 International Workshops, Seville, Spain …, 2020 - Springer
The execution of business processes often entails a specific process execution context, eg a
customer, service or product. Often, the corresponding event data logs indicators of such an …
customer, service or product. Often, the corresponding event data logs indicators of such an …
Clustering of ERP business process fragments
Business process management technology at present has been developed and applied
both in small and in large scale. Many companies and organizations use, for instance …
both in small and in large scale. Many companies and organizations use, for instance …
An intelligent web service composition and resource-optimization method using K-means clustering and knapsack algorithms
Service-oriented architecture (SOA) has emerged as a flexible software design style. SOA
focuses on the development, use, and reuse of small, self-contained, independent blocks of …
focuses on the development, use, and reuse of small, self-contained, independent blocks of …