Essays about: "machine learning"

Showing result 1 - 5 of 2655 essays containing the words machine learning.

  1. 1. Convolutions on graphs for learning vehicle crash behaviour

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

    Author : Daniel Adin; [2021-11-09]
    Keywords : Computer; science; computer science; engineering; graph; convolutions; inite element method; project; thesis;

    Abstract : Convolutional Neural Networks (CNN) have shown successful results in the recent years, especially within the area of image analysis. The idea of learning to predict the result of a crash simulation using machine learning rose from the analogy between images and Finite Element models (FE-models) used in crash simulations. READ MORE

  2. 2. Natural Language Processing Model for Maltese Syntax

    University essay from Göteborgs universitet/Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Greta Attard; [2021-10-08]
    Keywords : natural language processing; syntax; spaCy; universal dependency; dependency parser; part-of-speech tagger; maltese nlp pipeline;

    Abstract : The objective of this thesis is to create a Natural Language Processing Model for theMaltese Language. The ultimate goal is that the model would be able to recognise syntactical features, that is the linguistic features and the relationship of a sequence of words, in Maltese. READ MORE

  3. 3. SPEECH SYNTHESIS AND RECOGNITION FOR A LOW-RESOURCE LANGUAGE Connecting TTS and ASR for mutual benefit

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Liliia Makashova; [2021-09-23]
    Keywords : Speech synthesis; automatic speech recognition; low-resource language; machine learning; transfer learning;

    Abstract : Speech synthesis (text-to-speech, TTS) and speech recognition (automatic speech recognition, ASR) are the NLP technologies that are the least available for low-resource and indigenous languages. Lack of computational and data resources is the major obstacle when it comes to the development of linguistic tools for these languages. READ MORE

  4. 4. MIXED MEMORY Q-LEARNER An adaptive reinforcement learning algorithm for the Iterated Prisoner’s Dilemma

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Anna Dollbo; [2021-09-21]
    Keywords : Machine learning; reinforcement learning; game theory; iterated prisoner’s dilemma; state representation; Q-learning;

    Abstract : The success of future societies is likely to depend on cooperative interactionsbetween humans and artificial agents. As such, it is important to investigate howmachines can learn to cooperate. READ MORE

  5. 5. Machine Learning for NCC's Concrete Pile Production

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Konrad Pohl; [2021-09-17]
    Keywords : ;

    Abstract : In this thesis, the usefulness of machine learning (ML) is evaluated for theprocesses of NCC's subsidiary company Hercules. It is evaluated with regardto ML's ability to assist reduction of CO2 footprint and costs. READ MORE