Results 21 to 30 of about 4,333 (278)

Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations [PDF]

International Journal of Computational Intelligence Systems, 2011
Based on multi-dominance discernibility matrices, a non-incremental algorithm RIDDM and an incremental algorithm INRIDDM are proposed by means of Dominance-based Rough Set Approach. For the incremental algorithm, when a new object arrives, after updating
Xiuyi Jia, Lin Shang, Jiajun Chen, Xinyu Dai   +3 more
doaj   +1 more source

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, Antonio Moreno, Aida Valls, Mohammed Jabreel, Marcin Szeląg   +4 more
doaj   +1 more source

EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023
The protection of cultural heritage is an important task of communities on various levels of social organization. The institutionalization of the processes of protection of modern heritage assets provides the necessary instruments (legislative, juridical,
A. Rumież, M. Szeląg, B. Świt-Jankowska, P. Marciniak   +3 more
doaj   +1 more source

Assessment of ductile iron casting process with the use of the DRSA method [PDF]

Journal of Mining and Metallurgy. Section B: Metallurgy, 2016
The paper introduces a concept of assessment of a ductile iron casting process with use of the rule-based approach, known as DRSA (dominance-based rough set approach). The research was conducted in a large Polish foundry.
Kujawińska A., Rogalewicz M., Diering M., Piłacińska M., Hamrol A., Kochańskib A.   +5 more
doaj   +1 more source

Incremental approximation computation in incomplete ordered decision systems

International Journal of Computational Intelligence Systems, 2017
Approximation computation is a critical step in rough sets theory used in knowledge discovery and other related tasks. In practical applications, an information system often evolves over time by the variation of attributes or objects.
Guanglei Gou, Guoyin Wang
doaj   +1 more source

Can AI Help Pediatricians? Diagnosing Kawasaki Disease Using DRSA

Children, 2021
The DRSA method (dominance-based rough set approach) was used to create decision-making rules based on the results of physical examination and additional laboratory tests in the differential diagnosis of Kawasaki disease (KD), infectious mononucleosis ...
Bartosz Siewert, Jerzy Błaszczyński, Ewelina Gowin, Roman Słowiński, Jacek Wysocki   +4 more
doaj   +1 more source

Machine-learned models using hematological inflammation markers in the prediction of short-term acute coronary syndrome outcomes

Journal of Translational Medicine, 2018
Background Increased systemic and local inflammation play a vital role in the pathophysiology of acute coronary syndrome. This study aimed to assess the usefulness of selected machine learning methods and hematological markers of inflammation in ...
Konrad Pieszko, Jarosław Hiczkiewicz, Paweł Budzianowski, Janusz Rzeźniczak, Jan Budzianowski, Jerzy Błaszczyński, Roman Słowiński, Paweł Burchardt   +7 more
doaj   +1 more source

Measuring COVID-19 Vulnerability for Northeast Brazilian Municipalities: Social, Economic, and Demographic Factors Based on Multiple Criteria and Spatial Analysis

ISPRS International Journal of Geo-Information, 2022
COVID-19 has brought several harmful consequences to the world from many perspectives, including social, economic, and well-being in addition to health issues. However, these harmful consequences vary in intensity in different regions.
Ciro José Jardim de Figueiredo, Caroline Maria de Miranda Mota, Kaliane Gabriele Dias de Araújo, Amanda Gadelha Ferreira Rosa, Arthur Pimentel Gomes de Souza   +4 more
doaj   +1 more source

The use of rough rules in the selection of topographic objects for generalizing geographical information

Polish Cartographical Review, 2020
Selection is a key element of the cartographic generalisation process, often being its first stage. On the other hand it is a component of other generalisation operators, such as simplification.
Fiedukowicz Anna
doaj   +1 more source

Interplay between circadian and other transcription factors—Implications for cycling transcriptome reprogramming

FEBS Letters, EarlyView.
This perspective highlights emerging insights into how the circadian transcription factor CLOCK:BMAL1 regulates chromatin architecture, cooperates with other transcription factors, and coordinates enhancer dynamics. We propose an updated framework for how circadian transcription factors operate within dynamic and multifactorial chromatin landscapes ...
Xinyu Y. Nie, Jerome S. Menet
wiley   +1 more source