Essays about: "sequential learning"

Showing result 16 - 20 of 123 essays containing the words sequential learning.

  1. 16. Data-Driven Traffic Forecasting for Completed Vehicle Simulation: : A Case Study with Volvo Test Trucks

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Samaneh Shahrokhi; [2023]
    Keywords : supervised machine learning; traffic forecasting; vehicle presence prediction; binary classification; ensemble learning; feature engineering; hyperparameter tuning; data-driven analysis;

    Abstract : This thesis offers a thorough investigation into the application of machine learning algorithms for predicting the presence of vehicles in a traffic setting. The research primarily focuses on enhancing vehicle simulation by employing data-driven traffic prediction methods. The study approaches the problem as a binary classification task. READ MORE

  3. 17. Sequential Machine Learning in Material Science

    University essay from KTH/Matematik (Avd.)

    Author : Victor Bellander; [2023]
    Keywords : Machine learning; Random forest; Uncertainty measure; Material development; Empirical Bayes; Maskininlärning; Random forest; Osäkerhetsmått; Materialutveckling; Empirical Bayes;

    Abstract : This report evaluates the possibility of using sequential learning in a material development setting to help predict material properties and speed up the development of new materials. To do this a Random forest model was built incorporating carefully calibrated prediction uncertainty estimates. READ MORE

  4. 18. Enhancing an Existing Attack Projection System with Deep Learning

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

    Author : Mikael Kolanowski; [2023]
    Keywords : Cybersecurity; Attack projection; Deep learning; LSTM; Transformer; Cybersäkerhet; Attackprojicering; Djupinlärning; LSTM; Transformer;

    Abstract : As organizations and critical infrastructure increasingly rely on computer networks for their function, cyber defense becomes more and more important. A recent trend is to employ predictive methods in cybersecurity. Attack projection attempts to predict the next step in an ongoing attack. READ MORE

  5. 19. Predicting Disengagement in Short-Term Human-Robot Interactions : A Study in a University Library Setting

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

    Author : Joseph Karroum; Tomas Yonas Weldetinsae; [2023]
    Keywords : ;

    Abstract : This report presents a study that investigated the effectiveness of Support Vector Machine (SVM) as a machine learning learning technique for detecting human engagement during short-term interactions with social robots in a library setting. The goal was to build an SVM-based model trained on a dataset of recorded interactions and evaluate its performance in predicting engagement levels. READ MORE

  6. 20. Pre-Implementing Smart Budgeting : An exploration into AI-supported budgeting

    University essay from Högskolan i Halmstad/Akademin för företagande, innovation och hållbarhet

    Author : Maja Björklund; Carl Henrik Hegethorn; [2023]
    Keywords : Artificial Intelligence; Smart Budgeting; Smart FinTech; Machine Learning; Pre-Implementation;

    Abstract : This study aims to unpack the pre-implementation phase of initiating a transition to smart budgeting. Previous studies have mainly focused on implementing artificial intelligence and developing budgeting practices, leaving a gap in the research. READ MORE