Essays about: "causal networks"
Showing result 1 - 5 of 35 essays containing the words causal networks.
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1. Estimating eco-friendly driving behavior in various traffic situations, using machine learning
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : This thesis investigates how various driver signals, signals that a truck driver can interact with, influences fuel consumption and what are the optimal values of these signals in various traffic conditions. More specifically, the objective is to estimate good driver behavior in various traffic conditions and compare bad driver behavior in similar situations to see how performing a specific driver action, changing a driver signal from the bad driver value to the corresponding good driver value impacts the fuel consumption. READ MORE
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2. Causal Inference on Tactical Simulations using Bayesian Structure Learning
University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakultetenAbstract : This thesis explores the possibility of using Bayesian Structure Learning and Do-Calculus to perform causal inference on data from tactical combat simulations provided by Saab. A four-step approach is considered whose first step is to find a Bayesian Network from the data using Bayesian Structure Learning and Probability Distribution Fitting. READ MORE
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3. Classification of Financial Transactions using Lightweight Memory Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Various forms of fraud have substantially impacted our lives and caused considerable losses to some people. To reduce these losses, many researchers have devoted themselves to the study of fraud detection. READ MORE
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4. Using Dynamic Double Machine Learning for Guided District Heating Forecasting and Physical Parameter Extraction
University essay from Lunds universitet/Matematisk statistikAbstract : This thesis’ main goals were to provide accurate forecasts and informative physical parameter estimates for energy use of the district heating in the Tingbjerg neighborhood, Copenhagen. Our work is aimed as a contribution for future work towards efficient on-demand energy production. READ MORE
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5. The relationship between social capital and saving in Tanzania
University essay from Göteborgs universitet/Graduate SchoolAbstract : It is generally agreed that the poor in the developing world would bene t from increased saving (Dupas & Robinson, 2013b; Karlan et al., 2017; Steinert et al., 2018), and in this paper we investigate how social capital may be an important factor connected to the savings decision in the context of Tanzania. READ MORE
