Essays about: "Inbäddning av grafer"
Showing result 1 - 5 of 6 essays containing the words Inbäddning av grafer.
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1. An unsupervised method for Graph Representation Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Internet services, such as online shopping and chat apps, have been spreading significantly in recent years, generating substantial amounts of data. These data are precious for machine learning and consist of connections between different entities, such as users and items. READ MORE
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2. Using machine learning to visualize and analyze attack graphs
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In recent years, the security of many corporate networks have been compromised by hackers who managed to obtain important information by leveraging the vulnerabilities of those networks. Such attacks can have a strong economic impact and affect the image of the entity whose network has been attacked. READ MORE
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3. Traffic Prediction From Temporal Graphs Using Representation Learning
University essay from KTH/Matematisk statistikAbstract : With the arrival of 5G networks, telecommunication systems are becoming more intelligent, integrated, and broadly used. This thesis focuses on predicting the upcoming traffic to efficiently promote resource allocation, guarantee stability and reliability of the network. READ MORE
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4. Flight search engine CPU consumption prediction
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The flight search engine is a technology used in the air travel industry. It allows the traveler to search and book for the best flight options, such as the combination of flights while keeping the best services, options, and price. The computation for a flight search query can be very intensive given its parameters and complexity. READ MORE
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5. Finding Similarities Between Hierarchically Related Thema Subject Categories Using Embeddings
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this thesis, embeddings have been used to find similarities between hierarchically related Thema Subject Categories (Thema codes), which are short alphanumeric sequences commonly used to categorize books. More specifically, the graph embedding approach known as DeepWalk was applied to three different models to learn similarities between Thema codes. READ MORE