Essays about: "Movement Prediction"

Showing result 11 - 15 of 66 essays containing the words Movement Prediction.

  1. 11. AI based prediction of road users' intents and reactions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Akshay Gurudath; [2022]
    Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

    Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE

  3. 12. Short Term Stock Price Prediction Using Machine Learning

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

    Author : Olov Rahm; Alexander Wikström; [2022]
    Keywords : Machine Learning; Long Short-Term Memory; Recurrent Neural Network; Stock Price Prediction; NASDAQ;

    Abstract : This report assesses different machine learning models’accuracies to predict whether a stock will go up or down invalue in a short term. The models that is used is linear regression,LSTM and Elman RNN. These models was trained on historicalprice data from the Nasdaq Stock Exchange. READ MORE

  4. 13. Mescape - A probabilistic mesoscopic model for fire evacuation in large gatherings

    University essay from Lunds universitet/Avdelningen för Brandteknik

    Author : Lorenzo Contini; [2022]
    Keywords : Human behaviour; crowd evacuation; mesoscopic modelling; hydraulic model; large gatherings; fire safety; performance-based design; quantitative risk assessment; consequence analysis; uncertainty analysis; probabilistic modelling; Technology and Engineering;

    Abstract : This study presents a mesoscopic model that predicts pedestrian evacuation in large gatherings with probabilistic methods. The model is based on a coarse network representation of buildings, where occupants are treated at a different scale according to their location. READ MORE

  5. 14. Selection Intent Prediction in Online Virtual Environments : A Comparison Study

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

    Author : Charles-Eole Marichal; [2022]
    Keywords : HCI; XR; Selection; Prediction; Online virtual environments; MDI; XR; Urval; Förutsägelse; Virtuella online-miljöer;

    Abstract : In this work, we address the problem of the selection of 3D objects based on the user’s intent to interact with them in online virtual environments, both on desktop and VR devices. In addition to the traditional ray-casting technique, we select four promising techniques from the literature using time-dependent volumetric scoring (IntenSelect), trajectory prediction (KEP), Kalman filters enhancement (KalmanKEP) and machine learning with decision trees (MTP). READ MORE

  6. 15. A Neural Network Approach for Generating Investors’ Views in the Black-Litterman Model

    University essay from KTH/Matematik (Avd.)

    Author : Rafael Lavatt; [2022]
    Keywords : Black-Litterman; Neural Networks; Portfolio Optimization; Black-Litterman; Neurala nätverk; portföljoptimering;

    Abstract : This thesis investigates how neural networks can be used to produce investors' views for the Black-Litterman market model. The study uses two data sets, one with global stock market indexes and one with stock market data from the S&P 500. READ MORE