Essays about: "stacking"

Showing result 21 - 25 of 102 essays containing the word stacking.

  1. 21. Explainability of Machine Learning in Forecasts for Retail Sales Campaigns

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

    Author : Alexander Olsson; Robin Zamojsky; [2022]
    Keywords : ;

    Abstract : Explainable artificial intelligence is a growing field which is becoming increasingly important as machine learning is more integrated in businesses and various functions in society. A rising concern is the lack of transparency in decision-making processes for a substantial number of machine learning models. READ MORE

  3. 22. Air Recirculation System for Electrolyte Filling Room : A CFD study of VOCs Distribution in Clean & Dry room

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

    Author : Lin Chen; [2022]
    Keywords : Clean Dry room; Air Recirculation; Air Recovery; ANSYS FLUENT; Energy-saving; Environmental impact; Building Automation system; Rent torrt rum; luftåtercirkulation; luftåtervinning; ANSYS FLUENT; energibesparande; miljöpåverkan; byggnadsautomationssystem;

    Abstract : Energy storage development is an important step for the energy transition, meanwhile Lithium-ion battery is the most common core component of electric vehicles. Over the past decade, investment has been poured into lithium-ion battery production, as a result, the production environment (Clean & Dry room) used for some processes such as Stacking, Electrolyte filling and so on and the energy consumption to maintain this special environment which precise control of air humidity and air cleanliness have become major concerns. READ MORE

  4. 23. Stacking Ensemble Classification applied to US flight delay prediction during the COVID-19 pandemic

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Patrick Schwarz; [2022]
    Keywords : Stacking Ensemble; Machine Learning; Flight Delays; Classification;

    Abstract : This thesis aims to show that a Stacking Ensemble of multiple base-learners can provide a more accurate prediction of commercial flight delays between the ten largest US airports than the individual prediction models. Three types of machine learning models, namely LASSO, Random Forests and Neural Networks are used as base-learners with different hyper- parameters. READ MORE

  5. 24. Deep Learning Methods for Recovering Trading Strategies

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

    Author : Erik Emtell; Oliver Spjuth; [2022]
    Keywords : Deep Learning; Recurrent Neural Network; Convolutional Neural Network; WaveNet; Ensemble Methods; Stacking; Bagging; Transfer Learning; Algorithmic Trading;

    Abstract : The aim of this paper is first of all to determine whether deep learning methods can recover trading strategies based on historical price and volume data, with scarcity of real data in mind. The second aim is to evaluate the methods to generate a deep learning blueprint for strategy extraction. READ MORE

  6. 25. Adaptive reuse of the vernacular log building

    University essay from KTH/Arkitektur

    Author : Christine Bergström; [2022]
    Keywords : vernacular architecture; log house; multi generational home; rammed earth; adaptive reuse; Sundborn; Dalarna; rural; log building;

    Abstract : This thesis project is an attempt to learn from vernacular building traditions when designing sustainable homes for families in a contemporary rural setting. My proposal is a multi-generational home consisting of reused old log houses, which would otherwise be torn down, joined together through a composition of local materials for new rammed earth structures. READ MORE