Sökning: "Bi-LSTM"
Visar resultat 1 - 5 av 10 uppsatser innehållade ordet Bi-LSTM.
1. A Deep Learning Approach To Vehicle Fault Detection Based On Vehicle Behavior
Master-uppsats, Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)Sammanfattning : Vehicles and machinery play a crucial role in our daily lives, contributing to our transportationneeds and supporting various industries. As society strives for sustainability, the advancementof technology and efficient resource allocation become paramount. LÄS MER
2. Prediction of the number of weekly covid-19 infections : A comparison of machine learning methods
Master-uppsats, Högskolan i Skövde/Institutionen för informationsteknologiSammanfattning : The thesis two-folded problem aim was to identify and evaluate candidate Machine Learning (ML) methods and performance methods, for predicting the weekly number of covid-19 infections. The two-folded problem aim was created from studying public health studies where several challenges were identified. LÄS MER
3. Machine Learning for Radar in Health Applications : Using machine learning with multiple radars to enhance fall detection
Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologiSammanfattning : Two mm-wave frequency modulated continuous wave (FMCW) radars were combined with a recurrent neural network (RNN) to perform fall detection. The purpose was to find methods to implement a multi-radar setup for healthcare monitoring and to study the resulting models’ resilience to interference and other obstacles, such as re-arranging the radars in the room. LÄS MER
4. Estimating the Values of Missing Data in Railway Networks Using their Spatial Correlation
Master-uppsats, KTH/TransportplaneringSammanfattning : In railway infrastructure management, it is always desired to know the conditionof each track segment, which is represented approximately by the conditionindicators. The values of condition indicators can be used as a decisioncriterion about whether the intervention on the track should be implementedin the future or when the intervention should be executed. LÄS MER
5. Behaviour modelling of vehicles at a Roundabout
Master-uppsats, Högskolan i Halmstad/Halmstad Embedded and Intelligent Systems Research (EIS)Sammanfattning : This thesis concentrates on the motion prediction of the agents utilizing the behaviour model. In an autonomous environment, the agents need to beaware of other agents’ position and actions to minimize the use of emergency braking, thereby reducing collisions and damages. LÄS MER