Essays about: "training data"

Showing result 1 - 5 of 975 essays containing the words training data.

  1. 1. AI Safe Exploration: Reinforced learning with a blocker in unsafe environments

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

    Author : Marco Koivisto; Philip Crockett; Axel Spångberg; [2019-11-12]
    Keywords : Artificial Intelligence; Reinforcement learning; Safe exploration; Blocker; Machine Learning; Baby AI Game; Gym Mini Grid;

    Abstract : Artificial intelligence can be trained with a trial anderror based approach. In an environment where a catastrophecan not be accepted a human overseer can be used, but thismight lower the efficiency of the learning. READ MORE

  2. 2. APPLYING MACHINE LEARNING ALGORITHMS TO DETECT LINES OF CODE CONTRIBUTING TO TECHNICAL DEBT

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

    Author : Filip Isakovski; Rafael Antonino Sauleo; [2019-11-12]
    Keywords : Technical Debt; Machine Learning; Static Code Analysis;

    Abstract : This paper shows the investigation of the viability of finding lines ofcode (LOC) contributing to technical debt (TD) using machine learning (ML), bytrying to imitate the static code analysis tool SonarQube. This is approached byletting industry professionals choose the SonarQube rules, followed by trainingdifferent classifiers with the help of CCFlex (a tool for training classifiers withlines of code), while using SonarQube as an oracle (a source of training sampledata) which selects the faulty lines of code. READ MORE

  3. 3. THE IMPACT OF THE INTERNET OF THINGS ON ESTABLISHED BUSINESS MODELS - A multiple case study of Swedish insurance companies

    University essay from Göteborgs universitet/Graduate School

    Author : Simon Emanuelsson; [2019-07-09]
    Keywords : Insurance; Internet of Things; IoT; Business Model; Business Model Canvas; Business Model Innovation;

    Abstract : Master’s Degree Project in Innovation and Industrial Management. Master’s Degree Project in Innovation and Entrepreneurship... READ MORE

  4. 4. Innovation in firefighting equipment diffusion - A qualitative study about new technology adoption in Swedish fire brigades

    University essay from Göteborgs universitet/Graduate School

    Author : Nidal Khalil Khalil; [2019-07-08]
    Keywords : ;

    Abstract : The continuous innovation and diffusion of fire fighting technologies has always been improving the speed and efficiency of fire fighting. The users of these technologies are qualified and passionate men and women who are dedicated to the well being of others. READ MORE

  5. 5. Classification of High Risk Prostate Cancer using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Elin Olofsson; [2019]
    Keywords : Prostate Cancer; CNN; Deep Learning; PRIAS; Active Surveillance; Digital Pathology; Mathematics and Statistics;

    Abstract : Prostate cancer is one of the most common types of cancer for men, making proper diagnostic essential. Using machine learning as a tool to help in digital pathology has become increasingly popular and helps to limit the high intra observer variability between pathologists. READ MORE