Sökning: "Probabilistisk modellering"

Hittade 4 uppsatser innehållade orden Probabilistisk modellering.

1. 1. Modelling approach and avoidance behaviour : A deep learning approach to understand the human olfactory system

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Frans Nordén; [2021]
   Nyckelord :Probabilistic Machine Learning; Variational Recurrent Neural Network; EEG; Approach and Avoidance behaviour; Frontal alpha asymmetry; Probabilistisk Maskininlärning; Variational Recurrent Neural Network; EEG; Approach and Avoidance behaviour; Frontal alpha asymmetri;

   Sammanfattning : In this thesis we examine the question whether it is possible to model approach and avoidance behaviour with probabilistic machine learning. The results from this project will primarily aid in our collective understanding of human existence. LÄS MER

3. 2. Probabilistic modelling and attack simulations on AWS Connected Vehicle Solution : An Application of the Meta Attack Language

   Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Love Almgren; Johan Holm Åström; [2019]
   Nyckelord :;

   Sammanfattning : This work is focused on investigating if the Meta Attack Language (MAL) can be used to create an integrating layer between two different applications of the MAL, and thus being able to model a new domain. In this case vehicleLang and awsLang were choosen as candidate applications of the MAL. LÄS MER

4. 3. vehicleLang: a probabilistic modeling and simulation language for vehicular cyber attacks

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Sotirios Katsikeas; [2018]
   Nyckelord :Domain Specific Language; Probabilistic Modeling; Cyber Security; Threat Modeling; Attack Graphs; Vehicular Security; Domänspecifikt språk; Probabilistisk modellering; Cybersäkerhet; Hotmodellering; Attackgrafer; Fordonsäkerhet;

   Sammanfattning : The technological advancements in the automotive industry as well as in thefield of communication technologies done the last years have transformed thevehicles to complex machines that include not only electrical and mechanicalcomponents but also a great number of electronic components. Furthermore,modern vehicles are now connected to the Wide Area Network (WAN) and inthe near future communications will also be present between the cars (Vehicleto-Vehicle, V2V) and between cars and infrastructure (Vehicle-to-Infrastructure, V2I), something that can be found as Internet of Vehicles (IoV)in the literature. LÄS MER

5. 4. Evaluation of probabilistic representations for modeling and understanding shape based on synthetic and real sensory data

   Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

   Författare :Gabriela Zarzar Gandler; [2017]
   Nyckelord :shape learning; surface reconstruction; 3D reconstruction; 3D object modeling; probabilistic 3D reconstruction; probabilistic surface learning; Gaussian Process; GP; Sparse Gaussian Process; Sparse GP; Gaussian Process Implicit Surface; GPIS; variational inference; perception learning; robotic perception;

   Sammanfattning : The advancements in robotic perception in the recent years have empowered robots to better execute tasks in various environments. The perception of objects in the robot work space significantly relies on how sensory data is represented. LÄS MER