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Unveiling Big Data Insights: A Neutrosophic Classification Approach for Enhanced Prediction with Machine Learning [PDF]

open access: yesNeutrosophic Sets and Systems
The ever-growing volume and complexity of Big Data pose challenges for traditional classification tasks. This paper explores the potential of Neutrosophic Sets (NS), a powerful framework for handling uncertainty, in building robust classification models ...
Ahmed Z.M. Elsherif   +6 more
doaj   +1 more source

Unveiling Uncertainty: Neutrosophic Set-Based Algorithms for Robust Decision-Making [PDF]

open access: yesNeutrosophic Sets and Systems
Traditional decision-making methods often struggle with inherent uncertainty and imprecision in data. Neutrosophic set-based algorithms offer a novel approach by incorporating degrees of truth, indeterminacy, and falsity.
A.A.Salama   +2 more
doaj   +1 more source

Incorporating Neutrosophic Uncertainty in Data Envelopment Analysis [PDF]

open access: yesNeutrosophic Sets and Systems
In the realm of Data Envelopment Analysis (DEA), the assessment of relative efficiency has historically relied on deterministic variables. Yet, real-world data often presents diverse uncertainties, including a neutrosophic nature, which can significantly
A.Almutairi   +2 more
doaj   +1 more source

Incomplete Information Management Using an Improved Belief Entropy in Dempster-Shafer Evidence Theory

open access: yesEntropy, 2020
Quantifying uncertainty is a hot topic for uncertain information processing in the framework of evidence theory, but there is limited research on belief entropy in the open world assumption.
Bin Yang   +3 more
doaj   +1 more source

Uncertainty and precaution in environmental management

open access: yesWater Science and Technology, 2005
In this paper, two different visions of the relationship between science and policy are contrasted with one another: the “modern” vision and the “precautionary” vision. Conditions which must apply in order to invoke the Precautionary Principle are presented, as are some of the main challenges posed by the principle.
Krayer von Kraus, M.P.   +4 more
openaire   +3 more sources

A Multi-Time Scale Dispatch Strategy Integrating Carbon Trading for Mitigating Renewable Energy Fluctuations in Virtual Power Plants

open access: yesEnergies
Under the “dual-carbon” strategic framework, the installed capacity of renewable energy sources has continuously increased, while that of conventional generation units has progressively decreased.
Wanling Zhuang   +6 more
doaj   +1 more source

Uncertainty Management’s Impact on Job Satisfaction and Innovation [PDF]

open access: yesRevista de Management Comparat International, 2011
Purpose – The purpose of this paper is to examine the relationships between person-organization uncertainty management (UM) fit, and two outcomes in an innovative workplace: job satisfaction and innovation.
Michael LANE , Mihai BOCARNEA
doaj  

A Neutrosophic Soft Set-Based Approach for Anemia Diagnosis: Managing Uncertainty in Medical Decision-Making [PDF]

open access: yesNeutrosophic Sets and Systems
Fuzzy sets, introduced by Lotfi A. Zadeh in 1965, have been widely used to solve real world problems involving uncertainty and ambiguous situations.
Ümit Karabıyık, Metin Bağcı
doaj   +1 more source

A Review of the Bayesian Occupancy Filter

open access: yesSensors, 2017
Autonomous vehicle systems are currently the object of intense research within scientific and industrial communities; however, many problems remain to be solved.
Marcelo Saval-Calvo   +5 more
doaj   +1 more source

Are Fertility Preservation Procedures Before Gonadotoxic Therapy and Hematopoietic Stem Cell Transplantation Feasible and Safe in Very Young Children? A Retrospective Cohort Study

open access: yesPediatric Blood &Cancer, EarlyView.
ABSTRACT Background Fertility preservation (FP) is increasingly integrated into the care of pediatric patients exposed to gonadotoxic therapy or conditioning for hematopoietic stem cell transplantation (HSCT), yet perioperative data in infants and toddlers remain scarce.
Kerstin Saalabian   +13 more
wiley   +1 more source

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