Essays about: "Machine Learning"

Showing result 1 - 5 of 667 essays containing the words Machine Learning.

  1. 1. Detecting security related code by using software architecture

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

    Author : Paulius Urbonas; [2018-03-20]
    Keywords : Software architecture; security; code detection; machine learning;

    Abstract : This thesis looks into automatic detection of security related code in order to eliminatethis problem. Since manual code detection is tiresome and introduces humanerror we need a more efficient way of doing it. READ MORE

  2. 2. Prediction of Conversion Rates in Online Marketing - A study of the application of logistic regression for predicting conversion rates in online marketing.

    University essay from Lunds universitet/Matematisk statistik

    Author : Marcus Olausson; [2018]
    Keywords : Online marketing; conversion rates; logistic regression; latent variables; machine learning; Mathematics and Statistics;

    Abstract : This thesis was written in collaboration with an anonymous European automotive company, Company X, which uses online marketing as a part of their business model. In online marketing it is of inrest to estimate conversion rates, that is the quota of a population at an initial state that will go on to perform a certain action. READ MORE

  3. 3. Deep learning navigation for UGVs on forests paths

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

    Author : Linus Lind; [2018]
    Keywords : ;

    Abstract : Artificial intelligence and machine learning have seen great progress in recent years. In this work, we will look at the application of machine learning in visual navigational systems for unmanned vehicles in natural environments. READ MORE

  4. 4. Improving Food Recipe Suggestions with Hierarchical Classification of Food Recipes

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

    Author : Pedram Fathollahzadeh; [2018]
    Keywords : collaborative filtering; content-based method; matrix factorization; recommender systems; hierarchical classification; food recipes;

    Abstract : Making personalized recommendations has become a central part in many platforms, and is continuing to grow with more access to massive amounts of data online. Giving recommendations based on the interests of the individual, rather than recommending items that are popular, increases the user experience and can potentially attract more customers when done right. READ MORE

  5. 5. 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