Tri-level attribute reduction in rough set theory

X Zhang, Y Yao - Expert Systems with Applications, 2022 - Elsevier
Attribute reduction serves as a pivotal topic of rough set theory for data analysis. The ideas
of tri-level thinking from three-way decision can shed new light on three-level attribute …

Class-specific information measures and attribute reducts for hierarchy and systematicness

X Zhang, H Yao, Z Lv, D Miao - Information Sciences, 2021 - Elsevier
Attribute reduction of rough set theory underlies knowledge acquisition and has two
hierarchical types (classification-based and class-specific attribute reducts) and two …

Decisions, advice and explanation: an overview and research agenda

J Vanthienen - A Research Agenda for Knowledge Management …, 2021 - elgaronline.com
Operational decisions are made on a daily basis, but they require a lot of knowledge
(Vanthienen, 2015). Such decisions are taken frequently and are repetitive in nature (eg …

Three-way class-specific attribute reducts from the information viewpoint

X Zhang, J Yang, L Tang - Information Sciences, 2020 - Elsevier
By virtue of granular computing, attribute reduction of rough sets can effectively perform
information processing. Regarding the decision table with granular structures, the traditional …

Ai-enhanced hybrid decision management

D Bork, SJ Ali, GM Dinev - Business & Information Systems Engineering, 2023 - Springer
Abstract The Decision Model and Notation (DMN) modeling language allows the precise
specification of business decisions and business rules. DMN is readily understandable by …

Integrating BPMN and DMN: modeling and analysis

M De Leoni, P Felli, M Montali - Journal on Data Semantics, 2021 - Springer
The operational backbone of modern organizations is the target of business process
management, where business process models are produced to describe how the …

Identifying the current state and improvement opportunities in the information flows necessary to manage professional athletes: a case study in rugby union

J Ranaweera, D Weaving, M Zanin… - Frontiers in Sports and …, 2022 - frontiersin.org
In sporting environments, the knowledge necessary to manage athletes is built on
information flows associated with player management processes. In current literature, there …

Investigating the impact of representation features on decision model comprehension

D Djurica, TF Kummer, J Mendling… - European Journal of …, 2023 - Taylor & Francis
Decision models play an important role in various areas of information systems research,
including system analysis and design, compliance management, and various application …

[HTML][HTML] Quantitative three-way class-specific attribute reducts based on region preservations

X Zhang, X Tang, J Yang, Z Lv - International Journal of Approximate …, 2020 - Elsevier
Attribute reduction of rough set theory is effective for intelligent information processing, and
class-specific attribute reducts are beneficial for pattern recognition and rule reasoning …

[HTML][HTML] Improving operational decision-making through decision mining-utilizing method engineering for the creation of a decision mining method

S Leewis, K Smit, B van den Boom… - Information and Software …, 2025 - Elsevier
Context This study addresses the challenge of enhancing the efficiency and agility of
decision support software supporting both operational decision-making and software …