Essays about: "Sabeen Nawaz"

Found 2 essays containing the words Sabeen Nawaz.

  1. 1. Analysis of Transactional Data with Long Short-Term Memory Recurrent Neural Networks

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

    Author : Sabeen Nawaz; [2020]
    Keywords : LSTM; Auto-encoder decoder; anomaly detection; K-means; clustering; Principal Component Analysis;

    Abstract : An issue authorities and banks face is fraud related to payments and transactions where huge monetary losses occur to a party or where money laundering schemes are carried out. Previous work in the field of machine learning for fraud detection has addressed the issue as a supervised learning problem. READ MORE

  3. 2. Recommender Systems for Movies Using a Class of Neural Networks

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

    Author : Sabeen Nawaz; Sophie Remstam; [2018]
    Keywords : ;

    Abstract : In this project a recommendation system for suggesting movies is implemented, in the field of Collaborative Filtering (CF). The system is created with a Restricted Boltzmann Machine (RBM), which is a two-layer neural network. The main tool used for programming the RBM is the TensorFlow library, imported to Python. READ MORE