Essays about: "Statistical learning"
Showing result 21 - 25 of 482 essays containing the words Statistical learning.
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21. Autoencoder-Based Likelihood-Free Parameter Inference of Gene Regulatory Network
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Likelihood-free parameter inference is a well-known statistical methodology that estimates the posterior distribution of model parameters even in cases where the likelihood function is intractable. The performance of this method is highly correlated with the learning of summary statistics, which capture the key features from the high dimensional data such as time series. READ MORE
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22. Dataset characteristics effect on time series forecasting : comparison of statistical and deep learning models
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : Time series are points of data measured throughout time in equally spaced periods. They present characteristics such as level, noise, trend, seasonality, and outliers. Time series forecasting is the attempt to predict single or multiple future values. READ MORE
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23. Quantification of hand jerk asymmetry for infants in hemiplegic cerebral palsy assessment
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Hemiplegic cerebral palsy (HCP) is the most common form of cerebral palsy (CP) and affects roughly 1 in 400 infants. Unable to properly use the arm and leg of one side of the body, the disorder can have major negative impacts on a person’s life. New and improved methods of treating HCP have emerged in recent decades. READ MORE
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24. Learning a foreign language in the outdoors : Perceptions of foreign language anxiety and foreign language enjoyment of primary students and teachers when learning English in an outdoor setting
University essay from Linköpings universitet/Institutionen för beteendevetenskap och lärandeAbstract : The aim of this study is to explore how outdoor education (OE) can influence foreign language anxiety (FLA) and foreign language enjoyment (FLE) when primary students are learning English as a foreign language (EFL). The design was a pre-post intervention study with two experimental groups of 3rd graders of a Catalan state school that participated in an outdoor English session. READ MORE
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25. Predicting the Impact of Supply Chain Disruptions Using Statistical Analysis and Machine Learning
University essay from KTH/Matematisk statistikAbstract : The dairy business is vulnerable to supply chain disruptions since large safety stocks to cover up losses are not always a viable option, therefore it is crucial to maintain a smooth supply chain to ensure stable delivery accuracies. Disruptions are unpredictable and hard to avoid in the supply chain, especially in cases where production errors cause lost production volume. READ MORE
