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On prediction-modelers and decision-makers: why fairness requires more than a fair prediction model
An implicit ambiguity in the field of prediction-based decision-making concerns the relation between the concepts of prediction and decision. Much of...
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Visual Decision Support for Curriculum Development Using the UGVA Method
AbstractThis article presents an approach to comparing, evaluating, and improving curricula and provides a model of the parameterization of the...
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Multi-Agent Modelling Notation (MAMN): A Multi-layered Graphical Modelling Notation for Agent-Based Simulations
Cause-effect graphs have been applied in non agent-based simulations, where they are used to model chained causal relations between input parameters...
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Process Models in the Management of the Decision Support System Efficiency in Production Systems
AbstractThe paper proposes a process model approach to enhance the economic efficiency of production systems driven by the transformation of their IT...
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A Novel Decision Mining Method Considering Multiple Model Paths
The automatic extraction of a process model from data is one of the main focuses of a Process Mining pipeline. Decision Mining aims at discovering...
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LABPMN: Location-Aware Business Process Modeling and Notation
The combination of IoT and BPM enables new possibilities for the use of contextual information during the modeling and execution of process models....
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Verbalizing Decision Model and Notation
The ability to effectively communicate decision rules becomes increasingly important, as the stake of multidisciplinary teams within organizations...
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CMMN evaluation: the modelers’ perceptions of the main notation elements
Case Management Model and Notation (CMMN) has been introduced as a graphical modeling language targeting the modeling of human-centric processes....
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A DES-based group decision model for group decision making with large-scale alternatives
To solve group decision making problems with large-scale alternatives, this paper proposes a dynamic ensemble selection (DES) based group decision...
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An optimized machine translation technique for multi-lingual speech to sign language notation
Due to the lack of assistive resources, hard-of-hearing people cannot live independently. Sign language or gesture language is the natural language...
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REBDT: A regular expression boundary-based decision tree model for Chinese logistics address segmentation
Chinese logistics address segmentation is a specific domain of the address resolution, which is very challenging due to language, culture, user...
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Learning to See: Using Mixed OR Methods to Model Radiology Staff Workload and Support Decision Making in CT
Demand for Computer Tomography (CT) is growing year on year and the population of Ireland is increasingly aging and ailing. Anecdotally, radiology...
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An efficient computer-aided diagnosis model for classifying melanoma cancer using fuzzy-ID3-pvalue decision tree algorithm
Visual observation and dermoscopic analysis are the most common methods of diagnosing skin cancer. In advanced stages, melanomas spread faster and...
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Regret theory based three-way conflict analysis model under q-rung orthopair fuzzy information: studies with parameter and three-way decision-making-based approaches
In any conflict analysis model, agents are decision-makers (DMs). In reality, the regret psychology of DMs often influence decision outcomes due to...
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Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process
Aiming of this paper is to introduce large-scale group decision-making (LSGDM) into three-way decisions (3WDs) with decision-theoretic rough sets...
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Online reviews-oriented hotel selection: A large-scale group decision-making method based on the expectations of decision makers
As there are an increasing number of people who prefer to travel as a group, hotel selection during group travel has become a problem worth...
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A Model-Based Approach to Decision Support for Designing Inclusive Services
An inclusive service is usable regardless of the functional abilities of its users. Increasing the inclusiveness of critical services such as higher...
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Evaluating the Adversarial Robustness of Deep Model by Decision Boundaries
With the successful applications of DNNs in various real-world tasks, concerns have been raised regarding the robustness of these models. Evaluating...
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On the Decision Tree Complexity of Threshold Functions
In this paper we study decision tree models with various types of queries. For a given function it is usually not hard to determine the complexity in...
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A trust-based large-scale group decision making consensus reaching framework for intercity railway public–private partnership model selection
Public–private partnership is a form of contract that the government regards private sectors as long-term partners in infrastructures and public...
