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Learning Bayesian Network Parameters from Small Data Sets by Using Ranked Nodes Method
(Fen Bilimleri Enstitüsü, 2020)
Bayesian Networks (BNs) are graphical probabilistic models that offer a suitable modeling approach for decision support problems under uncertainty. Both the graphical structure and conditional probability tables of BNs can ...
A Probabılıstıc Project Control Tool For Projects Wıth Hıgh Rısks and Uncertaınty
(Fen Bilimleri Enstitüsü, 2020)
Project monitoring and control are essential for project success. One of the most commonly used project control methods is Earned Value Management (EVM). EVM ensures that the projects are controlled in terms of cost, time ...
Baskılı Devre Kartı Montajında Hata Birlikteliklerini ve Örüntülerini Keşfederek Ürün Kalitesini İyleştirmek için Veri Madenciliği
(Fen Bilimleri Enstitüsü, 2020-09)
To achieve operational excellence, companies must satisfy the customers’ quality expectations while reducing the number of encountered defects and reworks. This can be achieved only if companies produce the product ...
Determınıng The Best Settıngs for the Operators and Parameters of Genetıc Algorıthms: A Methodology and Its Applıcatıon to Travelıng Salesperson Problem
(Fen Bilimleri Enstitüsü, 2020)
Genetic Algorithms (GAs) are heuristic algorithms that are used to approximate the optimal solutions of optimization problems. They are inspired by the theory of natural evolution, where a population of solutions evolves ...
Desıgn Of A Fuzzy Logıc Controller For Fıghter Aırcraft Fuel Tank Pressurızatıon
(Fen Bilimleri Enstitüsü, 2020)
Military fighter aircraft are designed to operate in difficult conditions, such as suddenly changing pressure and temperature environments. This brings complex requirements and interfaces between many systems on board. ...
Optımızatıon Of Composıte Parts Placement In Autoclave
(Fen Bilimleri Enstitüsü, 2020)
In the production of composite parts, usually multiple parts are loaded into the autoclave in one batch. A typical autoclave curing cycle has three main phases and proceeds as follows: all parts are heated until they reach ...
Multiple Criteria Approaches for Medical Decision Support Models
(Fen Bilimleri Enstitüsü, 2020)
It is not easy to decide on a final solution among a set of alternatives considering multiple criteria; therefore, several Multiple Criteria Decision Making (MCDM) approaches have been proposed and implemented in the ...
Buıldıng Bayesıan Networks Based On Patıent Reported Outcome Questıonnaıres For Musculo-Skeletal Condıtıons
(Fen Bilimleri Enstitüsü, 2020)
Machine learning (ML) which is a branch of artificial intelligence (AI), has been an
important approach used in the medical domain. ML approaches learn from historical
data to evaluate and predict patient status. These ...