Essays about: "Anomaliupptäckande"

Found 2 essays containing the word Anomaliupptäckande.

1. 1. Federated Learning for Market Surveillance

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

   Author : Philip Song; [2022]
   Keywords : Federated Learning; Machine Learning; Market Surveillance; Anomaly Detection; LSTMAutoencoder; Federated Learning; Maskininlärning; Marknadsövervakning; Anomaliupptäckande; LSTMAutoencoder;

   Abstract : The increasing complexity of trading strategies, when combined with machine learning models, forces market surveillance corporations to develop increasingly sophisticated methods for recognizing potential misuse. One strategy is to employ traders’ weapons against themselves, namely machine learning. READ MORE

3. 2. Time Series Anomaly Detection and Uncertainty Estimation using LSTM Autoencoders

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

   Author : Sarah Berenji Ardestani; [2020]
   Keywords : ;

   Abstract : The goal of this thesis is to implement an anomaly detection tool using LSTM autoencoder and apply a novel method for uncertainty estimation using Bayesian NeuralNetworks (BNNs) based on a paper from Uber research group [1]. Having a reliable anomaly detection tool and accurate uncertainty estimation is critical in many fields. READ MORE