Essays about: "Machine Learning"

Showing result 1 - 5 of 389 essays containing the words Machine Learning.

  1. 1. AUTOMATIC DETECTION OF UNDERRESOURCED LANGUAGES. Dialectal Arabic Short Texts

    University essay from Göteborgs universitet/Institutionen för filosofi, lingvistikoch vetenskapsteori

    Author : Wafia Adouane; [2016-11-15]
    Keywords : ;

    Abstract : Automatic Language Identification (ALI) is the first necessary step to do any language-dependent natural language processing task. It is the identification of the natural language of the input content by a machine. READ MORE

  2. 2. Generating Headlines with Recurrent Neural Networks

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Alex Evert; Jacob Genander; Nicklas Lallo; Rickard Lantz; Filip Nilsson; [2016-11-15]
    Keywords : LSTM; RNN; deep learning; NLP; generated headlines;

    Abstract : This report describes the implementation and evaluation of two natural languagemodels using the machine learning technique deep learning. More specifically, two different models describing recurrent artificial neural networks (RNNs) were implemented, capable of generating news article headlines. READ MORE

  3. 3. The Machines are Coming Non-parametric methods and bankruptcy prediction - An artificial neural network approach

    University essay from Göteborgs universitet/Graduate School

    Author : Ozan Demir; [2016-09-09]
    Keywords : Bankruptcy prediction; machine learning; non-parametric methods; artificial neural networks.;

    Abstract : MSc in Economics.... READ MORE

  4. 4. Predicting Time Series Data collected from Software Measurements with Machine Learning Approaches

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Mohammad Ali; Harri Preenja; [2016-06-27]
    Keywords : Data mining; time series; machine learning; forecasting; prediction;

    Abstract : The objective of this paper is to highlight theimplementation of machine learning forecasting approaches insoftware development. The concept of data mining has been usedin different areas in the industry. There is an existing gap in thefield of applying machine learning in the context of softwaremeasurements. READ MORE

  5. 5. Predicting software vulnerabilities using topic modeling

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Saimonas Sileikis; [2016-06-27]
    Keywords : ;

    Abstract : A vulnerability database for a large C++ program wasused to mark source code files responsible for the vulnerabilityeither as clean or vulnerable. The whole source code was usedwith latent Dirchlet allocation (LDA) to extract hidden topics fromit. READ MORE