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Showing result 1 - 5 of 82 essays matching the above criteria.

  1. 1. Optimizing Flight Ranking:A Machine Learning Approach : Applying Machine Learning to Upgrade Flight Sorting and User Experience

    University essay from KTH/Hälsoinformatik och logistik

    Author : Habib Jabeli; [2024]
    Keywords : Machine Learning; Flight Comparison; Flygresor.se; Neural Networks; Flight Ranking; Random Forest; XGBoost;

    Abstract : Flygresor.se, a leading flight comparison platform, uses machine learning to rankflights based on their likelihood of being clicked. The main goal of this project was toimprove this flight sorting to obtain a better user experience. The platform's existingmodel is based on a neural network approach and a limited set of features. READ MORE

  2. 2. Android Malware Detection Using Machine Learning

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Rahul Sai Kesani; [2024]
    Keywords : Malware; Machine Learning; Random Forest; Sequential Neural Network.;

    Abstract : Background. The Android smartphone, with its wide range of uses and excellent performance, has attracted numerous users. Still, this domination of the Android platform also has motivated the attackers to develop malware. The traditional methodology which detects the malware based on the signature is unfit to discover unknown applications. READ MORE

  3. 3. If a Tree Falls in the Forest - Three Interventions in the Swedish Forest to Come

    University essay from KTH/Arkitektur

    Author : Nils Chigot Eriksson; Hampus Thysell; [2023]
    Keywords : Forest; timber industry; foraging; hunting; industry; industrial buildings; infrastructure; CCF; clear-felling; Norrland; Ångermanland;

    Abstract : Our thesis project consists of three architectural interventions: The Mushroom, The Gnat and The Snake, fitting into a vision of a Swedish forest managed in a more sustainable way. A future in which the practice of clear-felling has been abandoned in favor of alternative methods falling under the umbrella term Continuous Cover Forestry (CCF). READ MORE

  4. 4. Implementering av Skogliga Grunddata i hprGallring vid andragallring

    University essay from SLU/School for Forest Management

    Author : Felix Nilsson; Joakim Bengtsdahl; [2023]
    Keywords : gallring; uppföljning; laserskanning;

    Abstract : Gallring är en av de skogsvårdsåtgärder som utförs i våra skogar för att bemöta de olika skogliga mål som skogsägarna har för sin skog. I Sveriges skogar så utförs gallringsåtgärder på ca 400 000 hektar årligen. READ MORE

  5. 5. Prediction of dementia based on older adults’ sleep disturbances using machine learning: a controlled experiment.

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Joel Nyholm; [2023]
    Keywords : Dementia; Sleep; Risk factors; Machine learning;

    Abstract : Background. Sleep disturbances can indicate an increased risk of dementia. This study examines whether machine learning can predict this association and which sleep disturbance factors impact dementia. Methods. READ MORE