Essays about: "Feed-Forward Artificial Neural Network"
Showing result 1 - 5 of 24 essays containing the words Feed-Forward Artificial Neural Network.
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1. Using Social Media and Personality Predictions to Anticipate Startup Success
University essay from Lunds universitet/Matematisk statistikAbstract : This thesis explores the potential of integrating predicted founder personalities, based on the Big 5 Personality Framework, into Machine Learning (ML) models to enhance the accuracy of early-stage startup success predictions. Leveraging Natural Language Processing (NLP) techniques, we extracted personality insights from founders' tweets, focusing on US startups funded between 2013 and 2015. READ MORE
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2. USING ARTIFICIAL NETWORKS IN COMPLEX PROBLEMS ANALYSING PARAMETERS INFLUENCE
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Mathematical statistical models are insufficient for describing complex phenomena. In contrast, Artificial Neural Networks (ANNs), have been used across various complex problem domains for solving problems. ANNs can learn complex patterns and capture non-linear relationships between parameters. READ MORE
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3. Correlation between Surface and Tumour Motion in Lung Cancer - including Deep Learning Perspectives
University essay from Lunds universitet/SjukhusfysikerutbildningenAbstract : Purpose: The purpose of this master thesis was to retrospectively investigate correlation between surface and tumour motion in lung cancer patients, alongside deep learning applications of the results. Additional correlations such as age, tumour volume and anatomical placement of the tumour were also investigated. READ MORE
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4. Synthesis of Neural Networks using SAT Solvers
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Artificial neural networks (ANN) have found extensive use in solving real-world problems in recent years, where their exceptional information processing is the main advantage. Facing increasingly complex problems, there is a need to improve their information processing. READ MORE
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5. Empirical investigation on the performance of a feed-forward artificial neural network on the Nordic stock markets
University essay from Göteborgs universitet/Graduate SchoolAbstract : In this paper, the authors have made an empirical investigation on the performance of a feed-forward artificial neural network (ANN) on the four main Nordic stock markets, Sweden, Norway, Denmark, and Finland. First, a benchmark OLS regression model is compared against an ANN model to see which model performs best in terms of predictive accuracy and has the least amount of error. READ MORE