Essays about: "Machine Learning"

Showing result 1 - 5 of 641 essays containing the words Machine Learning.

  1. 1. Generation of Synthetic Images with Generative Adversarial Networks

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Mousa Zeid Baker; [2018]
    Keywords : classification; deep learning; generative adversarial network; machine learning;

    Abstract : Machine Learning is a fast growing area that revolutionizes computer programs by providing systems with the ability to automatically learn and improve from experience. In most cases, the training process begins with extracting patterns from data. The data is a key factor for machine learning algorithms, without data the algorithms will not work. READ MORE

  2. 2. Machine learning in classification of latex gloves

    University essay from Högskolan i Gävle/Avdelningen för elektronik, matematik och naturvetenskap

    Author : Núria Brossa Dachs; [2018]
    Keywords : Machine learning; Classification; Matlab; Gloves;

    Abstract : The project consists in develop a tool that make a classification of latex gloves taking into account the different features that make the difference between them using a Matlab code in machine learning. This project has the purpose to have a tool that classify those gloves in order to know in which market of the world they could be sold and at what price. READ MORE

  3. 3. Sentiment analysis of Swedish reviews and transfer learning using Convolutional Neural Networks

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Johan Sundström; [2018]
    Keywords : Sentiment analysis; transfer learning; domain adaption; convolutional neural networks; cnn; machine learning; word2vec;

    Abstract : Sentiment analysis is a field within machine learning that focus on determine the contextual polarity of subjective information. It is a technique that can be used to analyze the "voice of the customer" and has been applied with success for the English language for opinionated information such as customer reviews, political opinions and social media data. READ MORE

  4. 4. sEMG Classication with Convolutional Neural Networks: A Multi-Label Approach for Prosthetic Hand Control

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Alexander Olsson; [2018]
    Keywords : Electromyography; Machine Learning; Deep Learning; Gesture Recognition; Neural Networks; Technology and Engineering;

    Abstract : In myoelectric prosthesis design, there is often a trade-off between control robustness and range of executable movements. As a low movement error rate is necessary in any real application, this often results in a quite severe limitation on the dexterity of the user. READ MORE

  5. 5. Classification of Monetary Policy Decisions through Text Mining Techniques

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Manuel von Krosigk; [2018]
    Keywords : Sentiment analysis; Text mining; Monetary policy; Term structure of interest rates;

    Abstract : Ellingsen, Söderström and Masseng (2003) describe an empirical strategy to test their model about how central bank interventions affect asset prices. They manually analyse a Wall Street Journal column in order to determine whether bond traders interpreted a target rate change as reaction to new information about the economy or change of central bank preferences. READ MORE