Zobrazeno 1 - 10
of 4 098
pro vyhledávání: '"A. Kampik"'
Autor:
Kirchdorfer, Lukas, Blümel, Robert, Kampik, Timotheus, van der Aa, Han, Stuckenschmidt, Heiner
Business process simulation (BPS) is a versatile technique for estimating process performance across various scenarios. Traditionally, BPS approaches employ a control-flow-first perspective by enriching a process model with simulation parameters. Alt
Externí odkaz:
http://arxiv.org/abs/2408.08571
Mining Constraints from Reference Process Models for Detecting Best-Practice Violations in Event Log
Detecting undesired process behavior is one of the main tasks of process mining and various conformance-checking techniques have been developed to this end. These techniques typically require a normative process model as input, specifically designed
Externí odkaz:
http://arxiv.org/abs/2407.02336
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
This paper presents an investigation of the capabilities of Generative Pre-trained Transformers (GPTs) to auto-generate graphical process models from multi-modal (i.e., text- and image-based) inputs. More precisely, we first introduce a small dataset
Externí odkaz:
http://arxiv.org/abs/2406.04959
We present a principle-based analysis of contribution functions for quantitative bipolar argumentation graphs that quantify the contribution of one argument to another. The introduced principles formalise the intuitions underlying different contribut
Externí odkaz:
http://arxiv.org/abs/2401.08879
A key concern of automatic process discovery is to provide insights into performance aspects of business processes. Waiting times are of particular importance in this context. For that reason, it is surprising that current techniques for automatic pr
Externí odkaz:
http://arxiv.org/abs/2401.04114
Autor:
Kampik, Timotheus, Okulmus, Cem
With the increased adoption of process mining, there is also a need for practical solutions that work at industry scales. In this context, process querying methods (PQMs) have emerged as an important tool for drawing inferences from event logs. Here,
Externí odkaz:
http://arxiv.org/abs/2310.14939
Autor:
Kampik, Timotheus, Warmuth, Christian, Rebmann, Adrian, Agam, Ron, Egger, Lukas N. P., Gerber, Andreas, Hoffart, Johannes, Kolk, Jonas, Herzig, Philipp, Decker, Gero, van der Aa, Han, Polyvyanyy, Artem, Rinderle-Ma, Stefanie, Weber, Ingo, Weidlich, Matthias
The continued success of Large Language Models (LLMs) and other generative artificial intelligence approaches highlights the advantages that large information corpora can have over rigidly defined symbolic models, but also serves as a proof-point of
Externí odkaz:
http://arxiv.org/abs/2309.00900
Publikováno v:
Journal of Ophthalmology, Vol 2018 (2018)
Purpose. To compare two calculators for toric intraocular lens (IOL) calculation and to evaluate the prediction of refractive outcome. Methods. Sixty-four eyes of forty-five patients underwent cataract surgery followed by implantation of a toric intr
Externí odkaz:
https://doaj.org/article/4a6e81c40db346fc9f0ed40a31e346e3
Autor:
Tubella, Andrea Aler, Mollo, Dimitri Coelho, Lindström, Adam Dahlgren, Devinney, Hannah, Dignum, Virginia, Ericson, Petter, Jonsson, Anna, Kampik, Timotheus, Lenaerts, Tom, Mendez, Julian Alfredo, Nieves, Juan Carlos
Fairness is central to the ethical and responsible development and use of AI systems, with a large number of frameworks and formal notions of algorithmic fairness being available. However, many of the fairness solutions proposed revolve around techni
Externí odkaz:
http://arxiv.org/abs/2304.11217