[HTML][HTML] A review of possible effects of cognitive biases on interpretation of rule-based machine learning models

T Kliegr, Š Bahník, J Fürnkranz - Artificial Intelligence, 2021 - Elsevier
While the interpretability of machine learning models is often equated with their mere
syntactic comprehensibility, we think that interpretability goes beyond that, and that human …

Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions

S Rinderle-Ma, K Winter, JV Benzin - Information Systems, 2023 - Elsevier
Business process compliance is a key area of business process management and aims at
ensuring that processes obey to compliance constraints such as regulatory constraints or …

Augmented corporate valuation

R Moro-Visconti - Springer Books, 2022 - Springer
The valuation paradigms represent a central issue for any business manager seeking
external finance. This book represents an innovative guide to both practitioners, students …

Amplifying organizational performance from business intelligence: Business analytics implementation in the retail industry

EP Paulino - Journal of Entrepreneurship, Management and …, 2022 - ceeol.com
PURPOSE: The concept of business analytics (BA) and business intelligence (BI) is just
emerging in the Philippines. Since these are new concepts, it is important to investigate their …

Analyzing process concept drifts based on sensor event streams during runtime

F Stertz, S Rinderle-Ma, J Mangler - International Conference on Business …, 2020 - Springer
Business processes have to adapt to constantly changing requirements at a large scale due
to, eg, new regulations, and at a smaller scale due to, eg, deviations in sensor event streams …

Knowledge data extraction for business intelligence A design science research approach

J Duque, A Godinho, J Vasconcelos - Procedia Computer Science, 2022 - Elsevier
Abstract The application of Business Intelligence systems can be seen as a business
strategy and development, which integrates a comprehensive set of services to provide …

Process mining—discovery, conformance, and enhancement of manufacturing processes

S Rinderle-Ma, F Stertz, J Mangler, F Pauker - Digital Transformation: Core …, 2023 - Springer
Process-orientation has gained significant momentum in manufacturing as enabler for the
integration of machines, sensors, systems, and human workers across all levels of the …

[HTML][HTML] Discovering instance and process spanning constraints from process execution logs

K Winter, F Stertz, S Rinderle-Ma - Information Systems, 2020 - Elsevier
Instance spanning constraints (ISC) are the instrument to establish controls across multiple
instances of one or several processes. A multitude of applications crave for ISC support …

A practical process mining approach for compliance management

M Becker, R Buchkremer - Journal of financial regulation and …, 2019 - emerald.com
Purpose The purpose of this study is to examine whether the compliance management
activities in the risk management environment of financial institutions can be enhanced …

Data Mining applied to knowledge management

J Duque, F Silva, A Godinho - Procedia Computer Science, 2023 - Elsevier
The digital age is responsible for the continuous growth of data volume. Everything related
to Information and Communication Technologies contributes to the exponential growth of …