Essays about: "Heterogeneous Networks"

Showing result 16 - 20 of 114 essays containing the words Heterogeneous Networks.

  1. 16. Predicting safe drug combinations with Graph Neural Networks (GNN)

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Amirhossein Amanzadi; [2021]
    Keywords : Drug Combination; Polypharmacy Side Effects; Graph Neural Networks;

    Abstract : Many people - especially during their elderly - consume multiple drugs for the treatment of complex or co-existing diseases. Identifying side effects caused by polypharmacy is crucial for reducing mortality and morbidity of the patients which will lead to improvement in their quality of life. READ MORE

  3. 17. Privacy Preserving Survival Prediction With Graph Neural Networks

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

    Author : Stefano Fedeli; [2021]
    Keywords : Graph Neural Network; Survival Analysis; Differential Privacy; Clinical Data; Registries; Population Study;

    Abstract : In the development process of novel cancer drugs, one important aspect is to identify patient populations with a high risk of early death so that resources can be focused on patients with the highest medical unmet need. Many cancer types are heterogeneous and there is a need to identify patients with aggressive diseases, meaning a high risk of early death, compared to patients with indolent diseases, meaning a low risk of early death. READ MORE

  4. 18. Integrating 5G Components into a TSN Discrete Event Simulation Framework

    University essay from Mälardalens högskola/Inbyggda system

    Author : Alexander Magnusson; David Pantzar; [2021]
    Keywords : 5G; TSN; Translator; 5QI; PCP;

    Abstract : TSN has for many years been the staple of reliable communication over traditional switched Ethernet and, has been used to advance the industrial automation sector. However, TSN is not mobile, which is needed to fully enable Industry 4.0. READ MORE

  5. 19. AI Trained to Predict Thresholds of 2D Ellipse Percolation Systems

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

    Author : Nirav Surajlal; [2021]
    Keywords : Low-dimensional Nanomaterials; Percolation Threshold; Machine Learning; Regression; Two-dimensional Heterogeneous Ellipse System; Lågdimensionella nanomaterial; Perkolering Tröskel; Maskininlärning; Regression; Tvådimensionellt Heterogent Ellipssystem;

    Abstract : Percolation theory is a relevant area of research in Nanotechnology because of its wide applications in nanoelectronics based on thin films of nanoparticles and composites, amongst others. In nanotechnology, systems are often explored through modelling and simulations. READ MORE

  6. 20. Mining geosocial data from Flickr to explore tourism patterns: The case study of Athens

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Domna Kanari; [2021]
    Keywords : Geography; Geographical Information Systems; GIS; Spatial Analysis; Spatial Clustering; Density-Based Clustering; HDBSCAN; Web-GIS; Tourism footprints; Social Media data; Geosocial data; Technology and Engineering;

    Abstract : Kanari Domna Mining geosocial data from Flickr to explore tourism patterns: The case study of Athens Social media are providing a new type of geo-tagged data that by processing them, new types of knowledge can be generated and used by decision-makers in different areas including tourism. It includes e.g. READ MORE