Essays about: "Pinyapat Manasboonpermpool"

Found 1 essay containing the words Pinyapat Manasboonpermpool.

  1. 1. Unsupervised Anomaly Detection for Humidity Sensor Data

    University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

    Author : Pinyapat Manasboonpermpool; Dirk Willeboord Baars; [2022]
    Keywords : LSTM; Auto-Encoder; Anomaly Detection; Time series; Deep Learning; Business and Economics;

    Abstract : Detecting anomalies in loT sensor devices for humidity is crucial for the maintenance and safety of households and buildings. An Auto-Encoder (AE) can detect anomalies in sensor data. However, the reality is that most sensor data is unlabelled, while it is recommended to use labelled data when training the model for anomaly detection with AE. READ MORE