Essays about: "Metamodels"
Showing result 1 - 5 of 8 essays containing the word Metamodels.
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1. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. READ MORE
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2. Automatic Generation Of Graphical Editors From Graphical Notation Specifications
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : The use of graphical editors in model-driven engineering has increased as they simplify the design of domain systems by allowing users to manipulate elements using diagrams. This helps developers by elaborating systems and making them easier to analyze with visual representations and with less coding. READ MORE
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3. ENABLING THE EXCHANGE OF METAMODELS DEFINED IN ECORE FROM JETBRAINS MPS TO EMF
University essay from Mälardalens högskola/Akademin för innovation, design och teknikAbstract : Model-Driven Engineering has been developing since the first release of the Unified Modeling Language, passing several milestones and advancing ever since. Model-Driven Engineering is being used in various fields like medical, cyber-physical systems, web applications, etc. READ MORE
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4. Design Optimization in Gas Turbines using Machine Learning : A study performed for Siemens Energy AB
University essay from Linköpings universitet/Programvara och systemAbstract : In this thesis, the authors investigate how machine learning can be utilized for speeding up the design optimization process of gas turbines. The Finite Element Analysis (FEA) steps of the design process are examined if they can be replaced with machine learning algorithms. READ MORE
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5. Development of a Multidisciplinary Design Optimization Framework Applied on UAV Design
University essay from Linköpings universitet/Maskinkonstruktion; Linköpings universitet/Tekniska fakultetenAbstract : The present thesis deals with the topic of Multidisciplinary Design Optimization (MDO) and in particular with the development of a framework for Unmanned Aerial Vehicle (UAV) design. The orientation of the research and the overall outlook of the case-study have been based on Saab’s proposal regarding the application of MDO in complex products and are in compliance with the guidelines of the Innovative Multidisciplinary Product Optimization (IMPOz) project initiative. READ MORE