Sökning: "Shirwan Piroti"

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  1. 1. A Review of Anomaly Detection Techniques forHeterogeneous Datasets

    Master-uppsats, KTH/Optimeringslära och systemteori

    Författare :Shirwan Piroti; [2021]
    Nyckelord :Anomaly Detection; Heterogeneous; GAN; BiGAN; Autoencoder; Random Forest; Isolation Forest; Anomalidetektering; Heterogen; GAN; BiGAN; Autoencoder; Random Forest; Isolation Forest;

    Sammanfattning : Anomaly detection is a field of study that is closely associated with machine learning and it is the process of finding irregularities in datasets. Developing and maintaining multiple machine learning models for anomaly detection takes time and can be an expensive task. One proposed solution is to combine all datasets and create a single model. LÄS MER