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Dominance-based Rough Set Approach, basic ideas and main trends
, 2022 Dominance-based Rough Approach (DRSA) has been proposed as a machine learning and knowledge discovery methodology to handle Multiple Criteria Decision Aiding (MCDA).
Błaszczyński, Jerzy +3 more
core +2 more sources
Dominance-Based Rough Set Approach to Network Bridge Management
The Baltic Journal of Road and Bridge Engineering, 2014 Bridge management is essential for optimizing available resources. Prioritising maintenance and assessing the effectiveness of different maintenance strategies are based on the conventional condition ratings of bridge components.
Maria Grazia Augeri +3 more
doaj +4 more sources
Assessing rural sustainable development potentialities using a Dominance-based Rough Set Approach [PDF]
Journal of Environmental Management, 2014 Rural Development is a priority in Europe and it is supported by specific, financial programmes. At the same time, sustainability is the key word for the European Union to construct programmes and policies for all human activities. However, measuring sustainability of rural areas is not easy, due to their particular features.
Boggia, Antonio +4 more
core +8 more sources
Sovereign Rating Analysis through the Dominance-Based Rough Set Approach
Foundations of Computing and Decision Sciences, 2020 The classifications of risk made by international rating agencies aim at guiding investors when it comes to the capacity and disposition of the evaluated countries to honor their public debt commitments.
Couto Ayrton Benedito Gaia Do +1 more
doaj +2 more sources
IEEE Access, 2023 The dominance-based rough set approach is crucial to the advancement of rough set theory. It gives a more thorough and adaptable framework for knowledge acquisition, information analysis, and DM.
Iftikhar Ul Haq +4 more
doaj +1 more source
Soft ordered double quantitative approximations based three-way decisions and their applications
Scientific Reports, 2022 The classical theory of rough set was established by Pawlak, which mainly focusses on the approximation of sets characterized by a single equivalence relation over the universe. However, most of the current single granulation structure models cannot meet
Gustavo Santos-García +2 more
doaj +1 more source
Fuzzy extensions of the dominance-based rough set approach [PDF]
International Journal of Approximate Reasoning, 2021 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Palangetic M. +3 more
openaire +2 more sources
IEEE Access, 2023 Although the concepts of imprecision are captured by both rough sets and intuitionistic fuzzy sets, investigations combining these two ideas and their applications in incompletely ordered information systems are scarce.
Iftikhar Ul Haq +4 more
doaj +1 more source
Jurnal Sistem Informasi, 2012 Penerapan Dominance-based Rough Set Approach (DRSA) untuk menentukan peringkat kualitas sejumlah aplikasi berbasis objek telah dipelajari. DRSA diterapkan untuk memformulasikan satu set klasifikasi dimana kualitas software aplikasi digolongkan ...
Petrus Mursanto, Ardhi Tomiarfi
doaj +3 more sources
A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment
Applied Sciences, 2022 Understanding the reasons behind the decisions of complex intelligent systems is crucial in many domains, especially in healthcare. Local explanation models analyse a decision on a single instance, by using the responses of the system to the points in ...
Najlaa Maaroof +4 more
doaj +1 more source