Essays about: "Curse of Dimensionality"
Showing result 1 - 5 of 17 essays containing the words Curse of Dimensionality.
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1. Market Surveillance Using Empirical Quantile Model and Machine Learning
University essay from KTH/Matematik (Avd.)Abstract : In recent years, financial trading has become more available. This has led to more market participants and more trades taking place each day. The increased activity also implies an increasing number of abusive trades. To detect the abusive trades, market surveillance systems are developed and used. READ MORE
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2. Monte Carlo Integration: A Comparison to Numerical Quadrature
University essay from Lunds universitet/Matematik (naturvetenskapliga fakulteten); Lunds universitet/MatematikcentrumAbstract : Integrals are present everywhere in science, and their computation an emphasis in education. When methods of exact computation fail, a great variety of methods of approximation can step in. This project is interested in the Monte Carlo integration methods, an approach, where the integral is approximated based on the Law of Large Numbers. READ MORE
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3. Learning representations of features of fish for performing regression tasks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In the ever-changing landscape of the fishing industry, demands for automating specific processes are increasing substantially. Predicting future events eliminates much of the existing communication latency between fishing vessels and their customers and makes real-time analysis of onboard catch possible for the fishing industry. READ MORE
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4. Solving the Hamilton-Jacobi-Bellman Equation for Route Planning Problems Using Tensor Decomposition
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Optimizing routes for multiple autonomous vehiclesin complex traffic situations can lead to improved efficiency intraffic. Attempting to solve these optimization problems centrally,i.e. READ MORE
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5. Domain Expertise–Agnostic Feature Selection for the Analysis of Breast Cancer Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : At present, high-dimensional data sets are becoming more and more frequent. The problem of feature selection has already become widespread, owing to the curse of dimensionality. Unfortunately, feature selection is largely based on ground truth and domain expertise. READ MORE