Essays about: "maskininlärning"

Showing result 1 - 5 of 715 essays containing the word maskininlärning.

  1. 1. Property Valuation by Machine Learning and Hedonic Pricing Models : A Case study on Swedish Residential Property

    University essay from KTH/Fastigheter och byggande

    Author : Kanha Teang; Yiran Lu; [2021]
    Keywords : Real estate valuation; Machine learning; Hedonic Pricing Models; Random Forest; Stockholm; Fastighetsvärderingar; Maskininlärning; hedoniska prissättningsmodeller; Random Forest; Stockholm;

    Abstract : Property valuation is a critical concept for a variety of applications in the real estate market such as transactions, taxes, investments, and mortgages. However, there is little consistency in which method is the best for estimating the property value. READ MORE

  2. 2. Enhancing Simulated Sonar Images With CycleGAN for Deep Learning in Autonomous Underwater Vehicles

    University essay from KTH/Matematisk statistik

    Author : Aron Norén; [2021]
    Keywords : Deep Learning; Machine Learning; Sonar; Simulation; GAN; cycleGAN; YOLO-v4; Data Sparsity; Uncertainty Estimations; Djupinlärning; maskininlärning; sonar; simulering; GAN; cycleGAN; YOLO-v4; gles data; osäkerhetsanalys;

    Abstract : This thesis addresses the issues of data sparsity in the sonar domain. A data pipeline is set up to generate and enhance sonar data. The possibilities and limitations of using cycleGAN as a tool to enhance simulated sonar images for the purpose of training neural networks for detection and classification is studied. READ MORE

  3. 3. Predicting PV self-consumption in villas with machine learning

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : FABIAN GALLI; [2021]
    Keywords : Self-Consumption; photovoltaics; machine learning; solar energy; Random Forest; K-nearest neighbor; multi-layer perceptron; lasso regression; ridge regression; linear regression; prediction; Egenanvändning; photovoltaics; maskininlärning; solenergi; Random Forest; K-nearest neighbors; multi-layer perceptron; lasso regression; ridge regression; linjär regression; data-förutsägelse;

    Abstract : In Sweden, there is a strong and growing interest in solar power. In recent years, photovoltaic (PV) system installations have increased dramatically and a large part are distributed grid connected PV systems i.e. rooftop installations. READ MORE

  4. 4. Explainable Deep Learning Methods for Market Surveillance

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Marcus Jonsson Ewerbring; [2021]
    Keywords : Deep Learning; Machine Learning; Explainable Deep Learning; XAI; Market Surveillance; Djupinlärning; Maskininlärning; Förklarbar Djupinlärning; XAI; Marknadsövervakning;

    Abstract : Deep learning methods have the ability to accurately predict and interpret what data represents. However, the decision making of a deep learning model is not comprehensible for humans. This is a problem for sectors like market surveillance which needs clarity in the decision making of the used algorithms. READ MORE

  5. 5. A Comparative Study on Machine Learning Models for Automatic Classification of Cell Types from Digitally Reconstructed Neurons

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mattias Wedin; Isak Bengtsson; [2021]
    Keywords : ;

    Abstract : For the last decade, the use of machine learning in neuroscientific research has become a popular topic. For instance, image recognition has been used together with machine learning to detect and also help improve the diagnostics of diseases. READ MORE