Essays about: "graf"

Showing result 21 - 25 of 146 essays containing the word graf.

  1. 21. Impact of the autoencoder-based FINTA tractogram filtering method on brain networks in subjects with Mild Cognitive Impairment

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Teodor Pstrusiński; [2023]
    Keywords : Tractography; Autoencoder; diffusion MRI; Filtering; Graph; Connectome; Traktografi; Autoencoder; diffusions MRT; Filtrering; Graf; Konnektom;

    Abstract : Diffusion Magnetic Resonance Imaging (dMRI) is a method for measuring molecular diffusion in biological tissue microstructure. This information can be used to predict the location and orientation of white matter fibers in the brain, a process known as tractography. READ MORE

  3. 22. Reinforcement learning for improved local search : Applied to the graph coloring problem

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

    Author : Adrian Salamon; Klara Sandström; [2023]
    Keywords : ;

    Abstract : The graph coloring problem (GCP) is an important combinatorial optimization problem (COP) with various applications and a simple formulation: to assign colors to vertices in a graph such that no adjacent vertices share a color. The GCP is NP-hard, and in order to solve it within a reasonable time frame, heuristic local search (LS) based algorithms are commonly used. READ MORE

  4. 23. Monolith to microservices using deep learning-based community detection

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

    Author : Anton Bothin; [2023]
    Keywords : Community detection; Deep learning; Graph neural network; Microservice; System architecture; Klustringsdetektion; Djupinlärning; Graf-neuronnät; Mikrotjänst; Systemarkitektur;

    Abstract : The microservice architecture is widely considered to be best practice. Yet, there still exist many companies currently working in monolith systems. This can largely be attributed to the difficult process of updating a systems architecture. The first step in this process is to identify microservices within a monolith. READ MORE

  5. 24. Artificial Neural Networks and Inductive Biases for Multi-Instance Multi-Modal Tabular Data : A Case Study for Default Probability Estimation in Small-to-Medium Enterprise Lending

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

    Author : Gustav Röhss; [2022]
    Keywords : ;

    Abstract : The success of artificial neural networks in homogeneous data domains such as images, textual data, and audio and other signals has had considerable impact on Machine Learning and science in general. The domain of heterogeneous tabular data, while arguably much more common, remains much less explored with regards to artificial neural networks and deep learning. READ MORE

  6. 25. Evolving Perspectives Practical Proposals for Resource-Efficient Solutions

    University essay from Lunds universitet/Internationella miljöinstitutet

    Author : Laura Elizabeth Redmond; Shane Yuhasse; Cecep Hermawan; Ethan Dunnenberger; Marta Lamorgese; Ileana Graf; Adriana Fernandez Villalobos; Azusa Lindwall; Silvia Kim; Maëlle Soulis; Bianca Terrero Vega; Tim Ziegler; Ziyue Wang; Martine Deinum; Ines-Sophie Paumier-Bianco; Luca Schumann; Gunjan Kolhe; André Wismer; Emily Gomersall; Patricia Agyare; Emilia Paulina Paredes Bassi; Maarten Magielse; Lauren Brach; Line Lobedanz Witthøfft; Ekaterina Pikuleva; Eva Andersson; Markas Azuolas; Leon Bartling; Jakub Gamrot; Gabriele Celli; [2022]
    Keywords : biodiversity communication; wine certification; construction material reuse; carbon-free cities; electric road system; battery storage as a service; circular steel in shipping; waste clearinghouse; Earth and Environmental Sciences;

    Abstract : .... READ MORE