Zobrazeno 1 - 10
of 169
pro vyhledávání: '"Leopold, Henrik"'
Autor:
Busch, Kiran, Leopold, Henrik
An increasing number of organizations are deploying Large Language Models (LLMs) for a wide range of tasks. Despite their general utility, LLMs are prone to errors, ranging from inaccuracies to hallucinations. To objectively assess the capabilities o
Externí odkaz:
http://arxiv.org/abs/2410.03255
The identification of undesirable behavior in event logs is an important aspect of process mining that is often addressed by anomaly detection methods. Traditional anomaly detection methods tend to focus on statistically rare behavior and neglect the
Externí odkaz:
http://arxiv.org/abs/2406.19763
Autor:
Leopold, Henrik, van der Aa, Han, Pittke, Fabian, Raffel, Manuel, Mendling, Jan, Reijers, Hajo A.
Documenting business processes using process models is common practice in many organizations. However, not all process information is best captured in process models. Hence, many organizations complement these models with textual descriptions that sp
Research on algorithms has drastically increased in recent years. Various sub-disciplines of computer science investigate algorithms according to different objectives and standards. This plurality of the field has led to various methodological advanc
Externí odkaz:
http://arxiv.org/abs/2310.18979
Understanding conceptual models of business domains is a key skill for practitioners tasked with systems analysis and design. Research in this field predominantly uses experiments with specific user proxy cohorts to examine factors that explain how w
GPT-3 and several other language models (LMs) can effectively address various natural language processing (NLP) tasks, including machine translation and text summarization. Recently, they have also been successfully employed in the business process m
Externí odkaz:
http://arxiv.org/abs/2304.07183
The design and development of process-aware information systems is often supported by specifying requirements as business process models. Although this approach is generally accepted as an effective strategy, it remains a fundamental challenge to ade
The increased adoption of business process management approaches, tools, and practices has led organizations to accumulate large collections of business process models. These collections can easily include from a hundred to a thousand models, especia
Externí odkaz:
http://epub.wu.ac.at/4049/1/IS13%2DNameGen.pdf