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Addressing the limitations related to thresholds in scoring-based decision support tools through graphical visualisation
Authors: Secrieru Iulian, Guţuleac Elena, Popcova Olga, Angela Secrieru
Keywords: decision-making, scoring systems, scoring limitations, cirrhotic portal hypertension, graphical visualisation.
– 1.87 Mb
Keywords: decision-making, scoring systems, scoring limitations, cirrhotic portal hypertension, graphical visualisation.
Abstract
The purpose of this paper is to analyse the challenges, identify the limits of traditional scoring systems, and propose solutions for selected ones to overcome them. Health and finance are generally considered the most critical areas of application of scoring systems, as scores can directly affect a person's life or quality of life. Other areas, for example, education, performance evaluation, human resources, justice, public safety, customer relationship management, marketing, and sports, are also important, but with less immediate effect. The domain of medical diagnostics was selected as the primary area for implementation, testing, and validation of the proposed solutions.Iulian Secrieru1,5, Elena Gut,uleac2,5, Olga Popcova3,5, Angela Secrieru4,6
5Institution: Vladimir Andrunachievici Institute of Mathematics and Computer
Science, Moldova State University
Address: 5, Academiei street, Chisinau, Republic of Moldova, MD 2028
6Institution: Academy of Economic Studies of Moldova
Address: 61, Banulescu-Bodoni street, Chisinau, Republic of Moldova, MD 2005
1ORCID: https://orcid.org/0009-0007-7429-0417
E-mail:
2ORCID: https://orcid.org/0009-0009-4925-9295
E-mail:
3ORCID: https://orcid.org/0009-0005-2186-2835
E-mail:
4ORCID: https://orcid.org/0000-0002-5782-8840
E-mail:
5Institution: Vladimir Andrunachievici Institute of Mathematics and Computer
Science, Moldova State University
Address: 5, Academiei street, Chisinau, Republic of Moldova, MD 2028
6Institution: Academy of Economic Studies of Moldova
Address: 61, Banulescu-Bodoni street, Chisinau, Republic of Moldova, MD 2005
1ORCID: https://orcid.org/0009-0007-7429-0417
E-mail:
2ORCID: https://orcid.org/0009-0009-4925-9295
E-mail:
3ORCID: https://orcid.org/0009-0005-2186-2835
E-mail:
4ORCID: https://orcid.org/0000-0002-5782-8840
E-mail:
DOI
https://doi.org/10.56415/csjm.v33.17Fulltext
– 1.87 Mb
Contents
- The 3X2A Strategy for Societal Adaptation in the GenAI Era: A Framework for Human-AI Synergy
- Effective diagnosis of brain tumor classification by using novel DCNN
- Improving Anomaly Detection in the HDFS Dataset with Novel Machine Learning Models and Techniques
- Addressing the limitations related to thresholds in scoring-based decision support tools through graphical visualisation
- Enhanced Botnet Detection and Neutralization through Machine Learning: A Synergistic Analysis of Host Activity, Network Patterns with Explainable Insights
- Optimal size of data packets in computer networks
- Visualizing Type-Checking Proofs: An Educational Web-Based System for an Extended Simply Typed Lambda Calculus
