Essays about: "Task Load Prediction"
Showing result 1 - 5 of 8 essays containing the words Task Load Prediction.
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1. Design and Implementation of Cellular Network Hotspot Forecast Using Graph Convolutional Neural Networks
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : This project proposes a type of (Recurrent) Graph Neural Network (RGNN) to predict future hotspots in cellular network data. Current state-of-the-art algorithms process each antenna (celldata )’s in isolation, ignoring the performance of nearby cells and cell locations. READ MORE
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2. Selection Intent Prediction in Online Virtual Environments : A Comparison Study
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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3. Techno-economic analysis of the Local System Operator concept in a multi-dwelling unit in Sweden : A parametric sizing and optimization of a PV-battery system with EVs equipped with vehicle-to-home application
University essay from KTH/Tillämpad termodynamik och kylteknikAbstract : The climate change of the environment raises concerns about the increasing greenhouse gas (GHG) emissions where the energy sector is a large contributor to the emission problems. As the electricity demand rises, due to increased population, urbanisation, and improved lifestyle, expanding the renewable generation can solve the problem of covering the increased electricity demand while decreasing the GHG emissions. READ MORE
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4. Online ocular measurement of cognitive load
University essay from Lunds universitet/KognitionsvetenskapAbstract : Five different ocular measurements were investigated as a means of predicting cognitive load during a visuospatial memory game. Eye data was collected from the participants during a non-related n-back task, trained on both classification and regression models, and investigated in relation to their ability to make predictions regarding how the participants were performing on an n-back task. READ MORE
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5. Task Load Modeling for LTE Baseband Signal Processing with Regression Analysis Approach
University essay from KTH/SignalbehandlingAbstract : In telecommunication baseband signal processing systems, thousands of tasks are executed every millisecond. These tasks take in dierent parameters and cause heavy load to the system. The aim of the thesis is to build proper mathematical models for these tasks, enabling the prediction of their load given the corresponding parameters. READ MORE
