Essays about: "ann network"

Showing result 21 - 25 of 181 essays containing the words ann network.

  1. 21. Artificial Neural Network in Exhaust Temperature Modelling : Viability of ANN Usage in Gasoline Engine Modelling

    University essay from Linköpings universitet/Fordonssystem; Linköpings universitet/Tekniska fakulteten

    Author : Musa Nibras; Roos Linus; [2022]
    Keywords : Artificial Neural Network; Data-driven Modelling; Engine Modelling; Transient behaviour; Static behaviour; Feed Forward Network; Layer Recurrent Network; NARX; Long Short Term Memory; Gated Recurrent Network; Data processing;

    Abstract : Developing and improving upon a good empirical model for an engine can be time-consuming and costly. The goal of this thesis has been to evaluate data-driven modelling, specifically neural networks, to see how well it can handle training for some static models like the mass flow of air into the cylinder, mean effective pressure and pump mean effective pressure but also for transient modelling, specifically the exhaust gas temperature. READ MORE

  3. 22. Zero-shot cross-lingual transfer learning for sentiment analysis on Swedish chat conversations

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Siri Ann Göhl; [2022]
    Keywords : ;

    Abstract : As the field of machine learning grows, so do the publicly available datasets. However, in the field of natural language processing, datasets within specific languages and tasks can be scarce. READ MORE

  4. 23. Predicting Student Performance Using Machine Learning: A Comparative Study Between Classification Algorithms

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Alabbas Hayder; [2022]
    Keywords : Machine Learning; TensorFlow; Keras; SVM; ANN; Maskininlärning; TensorFlow; Keras; SVM; ANN;

    Abstract : Forskningsfrågan i denna avhandling var att utvärdera och jämföra två ML-algoritmer som var Support Vector Machine (SVM) och Artificial Neural Network (ANN) i termer av noggrannhet, precision, återkallelse, f1-poäng och förutsägelse när de tränades för att klassificera binära datamängder. Datauppsättningen hämtades från Ladok och bestod av anonyma högskolestudenter från en mängd kurser. READ MORE

  5. 24. Investigating the Improvement of Healthcare Rostering by Training a Neural Network on Personal Preference

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Frida Hartman; [2022]
    Keywords : ;

    Abstract : During recent years, the covid-19 pandemic has shed light on the working conditions for many healthcare workers. These essential people have many aspects in their work life that could be improved, one of which being fair working hours that fit their personal life. READ MORE

  6. 25. Predict Saving Behavior - Artificial Neural Network & Machine Learning

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : William Möllestam; [2022]
    Keywords : Saving Behavior; Artificial Neural Network; Machine Learning; XGBoost; SVM; Business and Economics;

    Abstract : This study aims to predict saving behavior using Artificial Neural Network (ANN), XGBoost, and Support Vector Machine (SVM) algorithms. First, 25 variables were chosen from the original 217 questions asked by the National Financial Capability Well-Being Survey (2018) NFCS, using exploratory data analysis. READ MORE