Browsing by Subject "neural networks"
Now showing items 1-3 of 3
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An Artificial Neural Network as a Simulation Metamodel to Determine Production Parameters in a Specialized Manufacturing Setting
(2015)The material handling system of a specialized production line is evaluated using a discrete-event simulation model. The object-oriented simulation model is built to allow changes to machine programmable logic, machine ... -
Explaining Changes in Fish Community Biomass Using Pressure Indicators: Comparison of Data Analysis Methods and Regional Results
(2019-03-28)This thesis focuses on assessing relationships among ecological indicators, including identifying pressures that best explain changes in the fish community of two Northwest Atlantic ecosystems. The Grand Bank experienced ... -
Interpreting Deep Learning Models
(2020-06-24)Model interpretability is a requirement in many applications in which crucial decisions are made by users relying on a model's outputs. The recent movement for “algorithmic fairness” also stipulates explainability, and ...